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              "p75Rate": 13689.822253227543
            },
            "developerPlanningSqft": {
              "knownRecords": 375,
              "eligibleRateRecords": 365,
              "eligibleAreaSqft": 353532.4784726909,
              "eligibleValueINR": 4244261157.0,
              "medianRate": 12130.018794681282,
              "weightedRate": 12005.293474975182,
              "p25Rate": 9439.217715249684,
              "p75Rate": 13334.508993802589
            },
            "extendedUsableSqft": {
              "knownRecords": 162,
              "eligibleRateRecords": 162,
              "eligibleAreaSqft": 131245.8453537946,
              "eligibleValueINR": 1206553462.0,
              "medianRate": 8563.796529091305,
              "weightedRate": 9193.079283748282,
              "p25Rate": 8292.223409591954,
              "p75Rate": 10141.622649692716
            },
            "saleableSqft": {
              "knownRecords": 0,
              "eligibleRateRecords": 0,
              "eligibleAreaSqft": 0,
              "eligibleValueINR": 0,
              "medianRate": null,
              "weightedRate": null,
              "p25Rate": null,
              "p75Rate": null
            }
          }
        },
        "localProductEvidence": [
          {
            "product": "Compact 2 BHK",
            "broadN": 607,
            "narrowN": 290,
            "medianCarpetRate": 11570.851975379745,
            "pricePosition": "Within P25–P75"
          },
          {
            "product": "Regular 2 BHK",
            "broadN": 222,
            "narrowN": 162,
            "medianCarpetRate": 12937.17054759504,
            "pricePosition": "Within P25–P75"
          },
          {
            "product": "Compact 3 BHK",
            "broadN": 178,
            "narrowN": 33,
            "medianCarpetRate": 13360.102032116189,
            "pricePosition": "Within P25–P75"
          },
          {
            "product": "Regular 3 BHK",
            "broadN": 138,
            "narrowN": 80,
            "medianCarpetRate": 13376.122698347786,
            "pricePosition": "Within P25–P75"
          },
          {
            "product": "Premium 3 BHK",
            "broadN": 24,
            "narrowN": 23,
            "medianCarpetRate": 16256.745638022408,
            "pricePosition": "Below P25"
          },
          {
            "product": "4 BHK",
            "broadN": 23,
            "narrowN": 20,
            "medianCarpetRate": 14558.551351980408,
            "pricePosition": "Within P25–P75"
          }
        ],
        "large2BHK": {
          "allCurrentPrimary": 28,
          "currentPrimary5km": 12
        },
        "sourceFingerprints": {
          "work/data/transactions_normalized.json": "8073397e2e7ee07b15b1921b352286ac306657634ba1ec3abe1b54f3f9641f3a",
          "work/data/analysis.json": "53d0c14251680cdea59592cb317d80e0ace2ab6eff66d17b432195a60b045f1b",
          "work/upgrade/area_model.json": "f0d16e781e00451576c2575ce28292b28e4f649d377c24130f5bdc0cfd02fc56",
          "work/upgrade/competitors_public.json": "fdb01cf280adafea4f1491519771ae0553aede902eb2a8994fbfa3c12b8b64ad"
        },
        "reproducibility": {
          "builder": "work/upgrade/build_analysis_v2.py",
          "areaInputSha256": "f0d16e781e00451576c2575ce28292b28e4f649d377c24130f5bdc0cfd02fc56",
          "originalTransactionsSha256": "8073397e2e7ee07b15b1921b352286ac306657634ba1ec3abe1b54f3f9641f3a",
          "originalAnalysisSha256": "53d0c14251680cdea59592cb317d80e0ace2ab6eff66d17b432195a60b045f1b",
          "publicResearchSha256": "fdb01cf280adafea4f1491519771ae0553aede902eb2a8994fbfa3c12b8b64ad",
          "registryLocationEligibilitySha256": "a7aaad2042f979f35a7df4958b01cf4b948c9bd3ed70706dde8e948d974a07e3",
          "registryLocationEligibilityFields": [
            "rawId",
            "projectId",
            "phaseId",
            "distanceKm",
            "radiusLocationEligible"
          ],
          "builderSha256": "4a78248eb20b5eedecb371d67246349390799fc38be5eaa8f58eedfa98c9f9d4"
        },
        "uncertainty": [
          "Representative sourced project points and phase gates define a partial mapped cohort, not a geographic census or surveyed boundaries.",
          "Current quoted rates lack reconciled unit-specific price and area bases; advertised tickets remain separate.",
          "Historical registrations and provider snapshots do not establish current released inventory, true absorption or unmet demand.",
          "Area values are source/description measurements; statutory verification is not inferred. Unknown balcony/terrace is never zero.",
          "Saleable=1.4×RERA carpet is only the user-proposed development assumption; historical saleable area remains unavailable.",
          "Project-level analysis aggregates retain original source project labels; app registry separately identifies explicit RERA-linked profiles.",
          "Five-component scores retain disclosed historical provider proxies; they are not calibrated probabilities or radius-specific absorption scores."
        ]
      },
      "queryEngineQa": {
        "version": "2.0-query-engine-qa",
        "testedAt": "2026-10-15T18:23:55.822Z",
        "files": {
          "intelligence.js": "9b2e234b5aa6de6a38e52f6f22c93e8e287b8e9a1eb56539d7764b1528b1fdbe",
          "app.js": "ff2cf0401199b4030cf492adacff4f7593a2817eadeade39aa31571777d005fb"
        },
        "testCount": 30,
        "semanticCheckCount": 17,
        "allChecksPassed": true,
        "tests": [
          {
            "id": "example-1",
            "question": "Which 3 BHK sizes sell fastest within 5 km?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "Which 3 BHK sizes sell fastest within 5 km?",
              "answer": "True homes sold per released unit cannot be ranked: contemporaneous released inventory and booking cohorts are unavailable. Registrations are reported below with their actual period. The most frequent eligible 3 BHK size band is 700–<800 sq ft, with 175 records. Test 900 sq ft compact 3 BHK and 1,050 sq ft regular 3 BHK at proposed agreement tickets of ₹119.25 lakh and ₹141.75 lakh. These are provisional design and price choices, not demonstrated unmet demand.",
              "support": [
                "700–<800 sq ft: 175 records; ₹11,698/sq ft; 14.6 registrations per covered month. Supporting projects: Vilas Javdekar Yashwin Enchante (160), Godrej Parkridge (9), VTP Euphoria (3)",
                "1000–<1100 sq ft: 134 records; ₹13,338/sq ft; 11.2 registrations per covered month. Supporting projects: Riverdale Grand (38), Mahindra Ivylush - Mahindra Codename Crown (35), Majestique Towers (24)",
                "900–<1000 sq ft: 132 records; ₹13,780/sq ft; 11.0 registrations per covered month. Supporting projects: Riverdale Grand (53), Palladio Kharadi Central 2 (31), Mahindra Ivylush - Mahindra Codename Crown (25)",
                "800–<900 sq ft: 51 records; ₹9,738/sq ft; 4.3 registrations per covered month. Supporting projects: Kolte Patil Springshire (43), Vilas Javdekar Yashwin Enchante (5), Geras World Of Joy (2)",
                "1200–<1300 sq ft: 24 records; ₹16,299/sq ft; 2.0 registrations per covered month. Supporting projects: Riverdale Grand (23), Mahindra Ivylush - Mahindra Codename Crown (1)"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026"
              ],
              "eligible": 538
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null,
            "independentExpected": {
              "records": 753,
              "eligible": 538,
              "median": 12480.338864047371,
              "ticket": 12570257
            }
          },
          {
            "id": "example-2",
            "question": "Which project offers the lowest rate for comparable 3 BHK area?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "Which project offers the lowest rate for comparable 3 BHK area?",
              "answer": "Among projects with at least10 eligible matching registrations, Kolte Patil Springshire has the lowest median selected-basis registered rate (₹9,612; n=43). This is a historical comparison; match size, date, phase and specifications before declaring one project better. Current website quotes have separate inclusions.",
              "support": [
                "Kolte Patil Springshire: ₹9,612/sqft · n=43 · ₹83.62 lakhmedian ticket",
                "Vilas Javdekar Yashwin Enchante: ₹11,179/sqft · n=165 · ₹88.00 lakhmedian ticket",
                "Neco Park Central: ₹11,862/sqft · n=16 · ₹124.15 lakhmedian ticket",
                "VTP Aurelia: ₹11,990/sqft · n=17 · ₹111.26 lakhmedian ticket",
                "Majestique Towers: ₹12,489/sqft · n=24 · ₹133.66 lakhmedian ticket"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026"
              ],
              "eligible": 538
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null,
            "independentExpected": {
              "records": 753,
              "eligible": 538,
              "median": 12480.338864047371,
              "ticket": 12570257
            }
          },
          {
            "id": "example-3",
            "question": "What are current 2 BHK ticket prices?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "What are current 2 BHK ticket prices?",
              "answer": "1,254matching registered purchases have a median ticket of₹80.36 lakh; observed consideration spans₹19.23 lakh–₹280.00 lakh. These are recorded consideration values; current asking tickets and fully loaded customer cost are separate. Open Current quotations for the dated developer offers. Dated advertisements for the requested configuration appear below; they are asking prices, not signed quotations or comparable rates.",
              "support": [
                "VTP Aurelia: ₹76.27 lakh, 256 registrations",
                "Vilas Javdekar Yashwin Enchante: ₹74.55 lakh, 211 registrations",
                "Mahindra Ivylush - Mahindra Codename Crown: ₹95.61 lakh, 151 registrations",
                "Kolte Patil Springshire: ₹68.03 lakh, 113 registrations",
                "Kohinoor Kaleido: ₹77.86 lakh, 83 registrations",
                "Casagrand Caladium · 2 BHK advertised ₹126.00 lakh–₹155.00 lakh · observed 2026-10-15 · area and full fee schedule unverified"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026",
                "PUB-V2-c66e456ecce9",
                "PUB-V2-444f2e8382bc"
              ],
              "eligible": 897
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null,
            "independentExpected": {
              "records": 1254,
              "eligible": 897,
              "median": 12196.388801317991,
              "ticket": 8035700
            }
          },
          {
            "id": "example-4",
            "question": "Which projects will deliver in 2028?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "Which projects will deliver in 2028?",
              "answer": "9researched project profiles have 2028 source completion or developer-advertised date in this radius. Directly verified original/revised statutory dates and completion/occupancy certificates remain unavailable. These dates do not prove achieved possession.",
              "support": [
                "Unique Youtopia · 2024-02-29 · \"2028 (developer website)\"",
                "Majestique Evolvus · 2027-12-31/2027-12-31/2028-12-16 · \"\"",
                "Mahindra Ivylush - Mahindra Codename Crown · 2028-12-31/2028-12-31/2028-12-31 · {\"Tower A/B/E\":\"2030-03\",\"Tower C/D\":\"2030-08\",\"basis\":\"developer says as per MahaRERA; not independently retrieved statutory record\",\"source\":\"https://www.mahindralifespaces.com/residential/pune-properties/mahindra-ivylush/\"}",
                "Geras Island Of Joy · 2028-06-15 · \"\"",
                "Riverdale Grand · 2027-03-31/2027-12-31/2028-09-30 · \"\"",
                "VTP Euphoria · 2028-03-31/2028-03-31/2027-06-30/2026-12-31 · \"\"",
                "Kolte Patil Springshire · 2028-03-31 · \"\"",
                "My Home Upper Kharadi · 2028-12-31 · \"\""
              ],
              "period": "Project delivery evidence as observed 15 Oct 2026 · 5 km · active project/developer/market/stage filters; transaction date filters do not date these claims · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026",
                "PUB-V2-e8b62f5b59c3",
                "PUB-V2-7612b5e49175",
                "PUB-V2-ec289107ead0",
                "PUB-V2-e1ca56dfee0f",
                "PUB-V2-6270fbe1960c",
                "PUB-MAHINDRA",
                "PUB-V2-53b5456c383d",
                "PUB-V2-1e42a5d8f428",
                "PUB-V2-e5540aee4d0f",
                "PUB-V2-24a771d63131",
                "PUB-V2-5a319f93c440",
                "PUB-V2-72cc95d35d3b",
                "PUB-V2-2567314874e2",
                "PUB-V2-9ce411ab0291",
                "PUB-V2-001082284402",
                "PUB-V2-9ee4e8bbcade",
                "PUB-V2-5a174e597368",
                "PUB-V2-b49d938fb4bc"
              ],
              "eligible": null
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "example-5",
            "question": "How much competing inventory is available?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "How much competing inventory is available?",
              "answer": "Current homes available cannot be established from registration counts. The following are dated provider snapshots; do not sum them as live competing stock or subtract registrations from inventory. Future tower releases and exact supply overlap remain unverified.",
              "support": [
                "Kohinoor Riverdale: 354reported unsold · Report updated 25 May 2026; benchmark quarter series to Q1 2026; exact inventory snapshot date unspecified",
                "Majestique Towers: 92reported unsold · Report updated 25 May 2026; benchmark quarter series to Q1 2026; exact inventory snapshot date unspecified",
                "Mahindra Ivylush - Mahindra Codename Crown: 446reported unsold · Report updated 25 May 2026; benchmark quarter series to Q1 2026; exact inventory snapshot date unspecified",
                "Casagrand Caladium: 245reported unsold · Report updated 25 May 2026; benchmark quarter series to Q1 2026; exact inventory snapshot date unspecified",
                "VTP Euphoria: 32reported unsold · Report updated 25 May 2026; benchmark quarter series to Q1 2026; exact inventory snapshot date unspecified"
              ],
              "period": "Historical provider inventory snapshots · 5 km · active project/developer/market/stage filters; individual inventory cutoffs apply, independent of registration date filters · RERA carpet · reported",
              "sourceIds": [
                "TARUSH-PE-20260525-PDF"
              ],
              "eligible": null
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "example-6",
            "question": "Which apartment size should we launch first?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "Which apartment size should we launch first?",
              "answer": "True homes sold per released unit cannot be ranked: contemporaneous released inventory and booking cohorts are unavailable. Registrations are reported below with their actual period. The most frequent eligible size band is 600–<700 sq ft, with 945 records. Test 750 sq ft regular 2 BHK and 900 sq ft compact 3 BHK first at proposed tickets of ₹97.50 lakh and ₹119.25 lakh. These are provisional design and price choices, not demonstrated unmet demand.",
              "support": [
                "600–<700 sq ft: 945 records; ₹11,842/sq ft; 78.8 registrations per covered month. Supporting projects: Vilas Javdekar Yashwin Enchante (347), VTP Aurelia (149), Kolte Patil Springshire (122)",
                "700–<800 sq ft: 560 records; ₹12,121/sq ft; 46.7 registrations per covered month. Supporting projects: Vilas Javdekar Yashwin Enchante (228), Majestique Towers (88), Mahindra Ivylush - Mahindra Codename Crown (74)",
                "900–<1000 sq ft: 227 records; ₹13,436/sq ft; 18.9 registrations per covered month. Supporting projects: Riverdale Grand (70), Palladio Kharadi Central 2 (32), My Home Upper Kharadi (31)",
                "1000–<1100 sq ft: 213 records; ₹13,349/sq ft; 17.8 registrations per covered month. Supporting projects: Majestique Towers (50), Majestique Evolvus (48), Riverdale Grand (44)",
                "800–<900 sq ft: 186 records; ₹12,053/sq ft; 15.5 registrations per covered month. Supporting projects: Godrej Ivara (60), Kolte Patil Springshire (50), My Home Upper Kharadi (31)"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026"
              ],
              "eligible": 2334
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "example-7",
            "question": "What price should we charge?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "What price should we charge?",
              "answer": "Research retains the balanced mix as a provisional design brief. The current balanced model targets 10.00 lakh sq ft on the saleable basis and requires 807 weighted-mix home equivalents. Base 8 months: 6.05 lakh net booked and 4.02 lakh registered saleable sq ft. The archived stretch on the original balanced inputs assumes 9,000 monthly leads and a 1.35 release buffer; it yields 839 registrations and ₹26.12 crore acquisition spend. Reapply that preset to test edited inputs. Buyer demand and success probability remain unvalidated.",
              "support": [
                "Compact 2 BHK: 650 carpet sq ft; ₹11,500/carpet sq ft; ₹74.75 lakh proposed agreement ticket",
                "Regular 2 BHK: 750 carpet sq ft; ₹13,000/carpet sq ft; ₹97.50 lakh proposed agreement ticket",
                "Compact 3 BHK: 900 carpet sq ft; ₹13,250/carpet sq ft; ₹119.25 lakh proposed agreement ticket",
                "Regular 3 BHK: 1,050 carpet sq ft; ₹13,500/carpet sq ft; ₹141.75 lakh proposed agreement ticket",
                "Premium 3 BHK: 1,250 carpet sq ft; ₹14,000/carpet sq ft; ₹175.00 lakh proposed agreement ticket",
                "4 BHK: 1,450 carpet sq ft; ₹14,500/carpet sq ft; ₹210.25 lakh proposed agreement ticket"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026",
                "TARUSH-PE-20260525-PDF"
              ],
              "eligible": 2334
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "example-8",
            "question": "What happens if we increase our 3 BHK allocation by 10%?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "What happens if we increase our 3 BHK allocation by 10%?",
              "answer": "Interpreting your request as +10 percentage points in total3 BHKarea (55.0%→65.0%), with other products reduced proportionally: 2,012→1,953 whole homes; opening gross consideration ₹2,352.39→₹2,362.84crore; residual 6,390.0 saleable sq ft. This arithmetic does not establish faster sales. Inputs are planning assumptions. The current calculation uses the saleable area basis and a 1.40 saleable-to-carpet multiplier.",
              "support": [
                "Compact 3 BHK · 900 carpet sq ft · proposed ₹13,250/carpet sq ft",
                "Regular 3 BHK · 1,050 carpet sq ft · proposed ₹13,500/carpet sq ft",
                "Premium 3 BHK · 1,250 carpet sq ft · proposed ₹14,000/carpet sq ft"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026"
              ],
              "eligible": 538
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": [
              {
                "name": "Compact 2 BHK",
                "size": 650,
                "price": 11500,
                "share": 7.777777777777778
              },
              {
                "name": "Regular 2 BHK",
                "size": 750,
                "price": 13000,
                "share": 23.333333333333332
              },
              {
                "name": "Compact 3 BHK",
                "size": 900,
                "price": 13250,
                "share": 23.636363636363637
              },
              {
                "name": "Regular 3 BHK",
                "size": 1050,
                "price": 13500,
                "share": 29.545454545454547
              },
              {
                "name": "Premium 3 BHK",
                "size": 1250,
                "price": 14000,
                "share": 11.818181818181818
              },
              {
                "name": "4 BHK",
                "size": 1450,
                "price": 14500,
                "share": 3.888888888888889
              }
            ]
          },
          {
            "id": "example-9",
            "question": "Which products give us the best chance of selling 10 lakh sq. ft.?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "Which products give us the best chance of selling 10 lakh sq. ft.?",
              "answer": "Research retains the balanced mix as a provisional design brief. The current balanced model targets 10.00 lakh sq ft on the saleable basis and requires 807 weighted-mix home equivalents. Base 8 months: 6.05 lakh net booked and 4.02 lakh registered saleable sq ft. The archived stretch on the original balanced inputs assumes 9,000 monthly leads and a 1.35 release buffer; it yields 839 registrations and ₹26.12 crore acquisition spend. Reapply that preset to test edited inputs. Buyer demand and success probability remain unvalidated.",
              "support": [
                "Compact 2 BHK: 650 carpet sq ft; ₹11,500/carpet sq ft; ₹74.75 lakh proposed agreement ticket",
                "Regular 2 BHK: 750 carpet sq ft; ₹13,000/carpet sq ft; ₹97.50 lakh proposed agreement ticket",
                "Compact 3 BHK: 900 carpet sq ft; ₹13,250/carpet sq ft; ₹119.25 lakh proposed agreement ticket",
                "Regular 3 BHK: 1,050 carpet sq ft; ₹13,500/carpet sq ft; ₹141.75 lakh proposed agreement ticket",
                "Premium 3 BHK: 1,250 carpet sq ft; ₹14,000/carpet sq ft; ₹175.00 lakh proposed agreement ticket",
                "4 BHK: 1,450 carpet sq ft; ₹14,500/carpet sq ft; ₹210.25 lakh proposed agreement ticket"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026",
                "TARUSH-PE-20260525-PDF"
              ],
              "eligible": 2334
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "active-3-explicit-2",
            "question": "What are current 2 BHK ticket prices?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "3 BHK",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "What are current 2 BHK ticket prices?",
              "answer": "1,254matching registered purchases have a median ticket of₹80.36 lakh; observed consideration spans₹19.23 lakh–₹280.00 lakh. These are recorded consideration values; current asking tickets and fully loaded customer cost are separate. Open Current quotations for the dated developer offers. Dated advertisements for the requested configuration appear below; they are asking prices, not signed quotations or comparable rates.",
              "support": [
                "VTP Aurelia: ₹76.27 lakh, 256 registrations",
                "Vilas Javdekar Yashwin Enchante: ₹74.55 lakh, 211 registrations",
                "Mahindra Ivylush - Mahindra Codename Crown: ₹95.61 lakh, 151 registrations",
                "Kolte Patil Springshire: ₹68.03 lakh, 113 registrations",
                "Kohinoor Kaleido: ₹77.86 lakh, 83 registrations",
                "Casagrand Caladium · 2 BHK advertised ₹126.00 lakh–₹155.00 lakh · observed 2026-10-15 · area and full fee schedule unverified"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026",
                "PUB-V2-c66e456ecce9",
                "PUB-V2-444f2e8382bc"
              ],
              "eligible": 897
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null,
            "independentExpected": {
              "records": 1254,
              "eligible": 897,
              "median": 12196.388801317991,
              "ticket": 8035700
            }
          },
          {
            "id": "active-3-implicit",
            "question": "Which project has the lowest rate?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "3 BHK",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "Which project has the lowest rate?",
              "answer": "Among projects with at least10 eligible matching registrations, Kolte Patil Springshire has the lowest median selected-basis registered rate (₹9,612; n=43). This is a historical comparison; match size, date, phase and specifications before declaring one project better. Current website quotes have separate inclusions.",
              "support": [
                "Kolte Patil Springshire: ₹9,612/sqft · n=43 · ₹83.62 lakhmedian ticket",
                "Vilas Javdekar Yashwin Enchante: ₹11,179/sqft · n=165 · ₹88.00 lakhmedian ticket",
                "Neco Park Central: ₹11,862/sqft · n=16 · ₹124.15 lakhmedian ticket",
                "VTP Aurelia: ₹11,990/sqft · n=17 · ₹111.26 lakhmedian ticket",
                "Majestique Towers: ₹12,489/sqft · n=24 · ₹133.66 lakhmedian ticket"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026"
              ],
              "eligible": 538
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null,
            "independentExpected": {
              "records": 753,
              "eligible": 538,
              "median": 12480.338864047371,
              "ticket": 12570257
            }
          },
          {
            "id": "requested-10-preserved",
            "question": "Which project offers the lowest 3 BHK rate within 10 km?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "2 BHK",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 1,
              "scope": "all",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "Which project offers the lowest 3 BHK rate within 10 km?",
              "answer": "Among projects with at least10 eligible matching registrations, Kolte Patil Springshire has the lowest median selected-basis registered rate (₹9,612; n=43). This is a historical comparison; match size, date, phase and specifications before declaring one project better. Current website quotes have separate inclusions.",
              "support": [
                "Kolte Patil Springshire: ₹9,612/sqft · n=43 · ₹83.62 lakhmedian ticket",
                "Joyville Celestia: ₹10,445/sqft · n=35 · ₹86.18 lakhmedian ticket",
                "Birla Evam: ₹10,704/sqft · n=29 · ₹103.94 lakhmedian ticket",
                "Vilas Javdekar Yashwin Enchante: ₹11,179/sqft · n=165 · ₹88.00 lakhmedian ticket",
                "Neco Park Central: ₹11,862/sqft · n=16 · ₹124.15 lakhmedian ticket"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 10 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026"
              ],
              "eligible": 602
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null,
            "independentExpected": {
              "records": 880,
              "eligible": 602,
              "median": 12158.319852468188,
              "ticket": 11299300
            }
          },
          {
            "id": "zero-scope-lowest",
            "question": "Which project offers the lowest rate for comparable 3 BHK area?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "Which project offers the lowest rate for comparable 3 BHK area?",
              "answer": "No project has10 eligible matching registrations for a reliable minimum-rate ranking in this selection.",
              "support": [],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [],
              "eligible": 0
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "zero-scope-ticket",
            "question": "What are current 2 BHK ticket prices?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "What are current 2 BHK ticket prices?",
              "answer": "0matching registered purchases have a median ticket ofUnavailable; observed consideration spansUnavailable–Unavailable. These are recorded consideration values; current asking tickets and fully loaded customer cost are separate. Open Current quotations for the dated developer offers. Dated advertisements for the requested configuration appear below; they are asking prices, not signed quotations or comparable rates.",
              "support": [
                "Casagrand Caladium · 2 BHK advertised ₹126.00 lakh–₹155.00 lakh · observed 2026-10-15 · area and full fee schedule unverified"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026",
                "PUB-V2-c66e456ecce9",
                "PUB-V2-444f2e8382bc"
              ],
              "eligible": 0
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "zero-scope-fast",
            "question": "Which 3 BHK sizes sell fastest within 5 km?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "Which 3 BHK sizes sell fastest within 5 km?",
              "answer": "True homes sold per released unit cannot be ranked: contemporaneous released inventory and booking cohorts are unavailable. Registrations are reported below with their actual period. No eligible size band is supported. Test 900 sq ft compact 3 BHK and 1,050 sq ft regular 3 BHK at proposed agreement tickets of ₹119.25 lakh and ₹141.75 lakh. These are provisional design and price choices, not demonstrated unmet demand.",
              "support": [],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [],
              "eligible": 0
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "saleable-lowest",
            "question": "Which project offers the lowest rate for comparable 3 BHK area?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "saleableSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "Which project offers the lowest rate for comparable 3 BHK area?",
              "answer": "No project has10 eligible matching registrations for a reliable minimum-rate ranking in this selection.",
              "support": [],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · Documented saleable",
              "sourceIds": [
                "CRE-2026"
              ],
              "eligible": 0
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "saleable-fast",
            "question": "Which 3 BHK sizes sell fastest within 5 km?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "saleableSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "Which 3 BHK sizes sell fastest within 5 km?",
              "answer": "True homes sold per released unit cannot be ranked: contemporaneous released inventory and booking cohorts are unavailable. Registrations are reported below with their actual period. No eligible size band is supported. Test 900 sq ft compact 3 BHK and 1,050 sq ft regular 3 BHK at proposed agreement tickets of ₹119.25 lakh and ₹141.75 lakh. These are provisional design and price choices, not demonstrated unmet demand.",
              "support": [],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · Documented saleable",
              "sourceIds": [
                "CRE-2026"
              ],
              "eligible": 0
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "whatif-carpet-basis",
            "question": "What happens if we increase our 3 BHK allocation by 10%?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "carpet",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "What happens if we increase our 3 BHK allocation by 10%?",
              "answer": "Interpreting your request as +10 percentage points in total3 BHKarea (55.0%→65.0%), with other products reduced proportionally: 2,820→2,738 whole homes; opening gross consideration ₹3,298.11→₹3,313.73crore; residual 2,200.0 carpet sq ft. This arithmetic does not establish faster sales. Inputs are planning assumptions. The current calculation uses the carpet area basis.",
              "support": [
                "Compact 3 BHK · 900 carpet sq ft · proposed ₹13,250/carpet sq ft",
                "Regular 3 BHK · 1,050 carpet sq ft · proposed ₹13,500/carpet sq ft",
                "Premium 3 BHK · 1,250 carpet sq ft · proposed ₹14,000/carpet sq ft"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026"
              ],
              "eligible": 538
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": [
              {
                "name": "Compact 2 BHK",
                "size": 650,
                "price": 11500,
                "share": 7.777777777777778
              },
              {
                "name": "Regular 2 BHK",
                "size": 750,
                "price": 13000,
                "share": 23.333333333333332
              },
              {
                "name": "Compact 3 BHK",
                "size": 900,
                "price": 13250,
                "share": 23.636363636363637
              },
              {
                "name": "Regular 3 BHK",
                "size": 1050,
                "price": 13500,
                "share": 29.545454545454547
              },
              {
                "name": "Premium 3 BHK",
                "size": 1250,
                "price": 14000,
                "share": 11.818181818181818
              },
              {
                "name": "4 BHK",
                "size": 1450,
                "price": 14500,
                "share": 3.888888888888889
              }
            ]
          },
          {
            "id": "whatif-changed-inputs",
            "question": "What happens if we increase our 3 BHK allocation by 10%?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 975,
                    "price": 15000,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "What happens if we increase our 3 BHK allocation by 10%?",
              "answer": "Interpreting your request as +10 percentage points in total3 BHKarea (55.0%→65.0%), with other products reduced proportionally: 1,982→1,917 whole homes; opening gross consideration ₹2,415.43→₹2,436.55crore; residual 6,390.0 saleable sq ft. This arithmetic does not establish faster sales. Inputs are planning assumptions. The current calculation uses the saleable area basis and a 1.40 saleable-to-carpet multiplier.",
              "support": [
                "Compact 3 BHK · 975 carpet sq ft · proposed ₹15,000/carpet sq ft",
                "Regular 3 BHK · 1,050 carpet sq ft · proposed ₹13,500/carpet sq ft",
                "Premium 3 BHK · 1,250 carpet sq ft · proposed ₹14,000/carpet sq ft"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026"
              ],
              "eligible": 538
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": [
              {
                "name": "Compact 2 BHK",
                "size": 650,
                "price": 11500,
                "share": 7.777777777777778
              },
              {
                "name": "Regular 2 BHK",
                "size": 750,
                "price": 13000,
                "share": 23.333333333333332
              },
              {
                "name": "Compact 3 BHK",
                "size": 975,
                "price": 15000,
                "share": 23.636363636363637
              },
              {
                "name": "Regular 3 BHK",
                "size": 1050,
                "price": 13500,
                "share": 29.545454545454547
              },
              {
                "name": "Premium 3 BHK",
                "size": 1250,
                "price": 14000,
                "share": 11.818181818181818
              },
              {
                "name": "4 BHK",
                "size": 1450,
                "price": 14500,
                "share": 3.888888888888889
              }
            ]
          },
          {
            "id": "filtered-project-delivery",
            "question": "Which projects will deliver in 2028?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "Mahindra Ivylush - Mahindra Codename Crown",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "Which projects will deliver in 2028?",
              "answer": "1researched project profiles have 2028 source completion or developer-advertised date in this radius. Directly verified original/revised statutory dates and completion/occupancy certificates remain unavailable. These dates do not prove achieved possession.",
              "support": [
                "Mahindra Ivylush - Mahindra Codename Crown · 2028-12-31/2028-12-31/2028-12-31 · {\"Tower A/B/E\":\"2030-03\",\"Tower C/D\":\"2030-08\",\"basis\":\"developer says as per MahaRERA; not independently retrieved statutory record\",\"source\":\"https://www.mahindralifespaces.com/residential/pune-properties/mahindra-ivylush/\"}"
              ],
              "period": "Project delivery evidence as observed 15 Oct 2026 · 5 km · active project/developer/market/stage filters; transaction date filters do not date these claims · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026",
                "PUB-MAHINDRA",
                "PUB-V2-53b5456c383d"
              ],
              "eligible": null
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "filtered-project-inventory",
            "question": "How much competing inventory is available?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "Mahindra Ivylush - Mahindra Codename Crown",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "How much competing inventory is available?",
              "answer": "Current homes available cannot be established from registration counts. The following are dated provider snapshots; do not sum them as live competing stock or subtract registrations from inventory. Future tower releases and exact supply overlap remain unverified.",
              "support": [
                "Mahindra Ivylush - Mahindra Codename Crown: 446reported unsold · Report updated 25 May 2026; benchmark quarter series to Q1 2026; exact inventory snapshot date unspecified"
              ],
              "period": "Historical provider inventory snapshots · 5 km · active project/developer/market/stage filters; individual inventory cutoffs apply, independent of registration date filters · RERA carpet · reported",
              "sourceIds": [
                "TARUSH-PE-20260525-PDF"
              ],
              "eligible": null
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "source-zero-year",
            "question": "Which projects will deliver in 2028?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "2040-01",
                "to": "2040-12",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "Which projects will deliver in 2028?",
              "answer": "9researched project profiles have 2028 source completion or developer-advertised date in this radius. Directly verified original/revised statutory dates and completion/occupancy certificates remain unavailable. These dates do not prove achieved possession.",
              "support": [
                "Unique Youtopia · 2024-02-29 · \"2028 (developer website)\"",
                "Majestique Evolvus · 2027-12-31/2027-12-31/2028-12-16 · \"\"",
                "Mahindra Ivylush - Mahindra Codename Crown · 2028-12-31/2028-12-31/2028-12-31 · {\"Tower A/B/E\":\"2030-03\",\"Tower C/D\":\"2030-08\",\"basis\":\"developer says as per MahaRERA; not independently retrieved statutory record\",\"source\":\"https://www.mahindralifespaces.com/residential/pune-properties/mahindra-ivylush/\"}",
                "Geras Island Of Joy · 2028-06-15 · \"\"",
                "Riverdale Grand · 2027-03-31/2027-12-31/2028-09-30 · \"\"",
                "VTP Euphoria · 2028-03-31/2028-03-31/2027-06-30/2026-12-31 · \"\"",
                "Kolte Patil Springshire · 2028-03-31 · \"\"",
                "My Home Upper Kharadi · 2028-12-31 · \"\""
              ],
              "period": "Project delivery evidence as observed 15 Oct 2026 · 5 km · active project/developer/market/stage filters; transaction date filters do not date these claims · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026",
                "PUB-V2-e8b62f5b59c3",
                "PUB-V2-7612b5e49175",
                "PUB-V2-ec289107ead0",
                "PUB-V2-e1ca56dfee0f",
                "PUB-V2-6270fbe1960c",
                "PUB-MAHINDRA",
                "PUB-V2-53b5456c383d",
                "PUB-V2-1e42a5d8f428",
                "PUB-V2-e5540aee4d0f",
                "PUB-V2-24a771d63131",
                "PUB-V2-5a319f93c440",
                "PUB-V2-72cc95d35d3b",
                "PUB-V2-2567314874e2",
                "PUB-V2-9ce411ab0291",
                "PUB-V2-001082284402",
                "PUB-V2-9ee4e8bbcade",
                "PUB-V2-5a174e597368",
                "PUB-V2-b49d938fb4bc"
              ],
              "eligible": null
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "whatif-zero-three",
            "question": "What happens if we increase our 3 BHK allocation by 10%?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 0
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 100
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 0
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 0
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 0
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 0
                  }
                ]
              }
            },
            "response": {
              "question": "What happens if we increase our 3 BHK allocation by 10%?",
              "answer": "Interpreting your request as +10 percentage points in total3 BHKarea (0.0%→10.0%), with other products reduced proportionally: 2,380→2,311 whole homes; opening gross consideration ₹2,320.50→₹2,328.79crore; residual 3,170.0 saleable sq ft. This arithmetic does not establish faster sales. Inputs are planning assumptions. The current calculation uses the saleable area basis and a 1.40 saleable-to-carpet multiplier.",
              "support": [
                "Compact 3 BHK · 900 carpet sq ft · proposed ₹13,250/carpet sq ft",
                "Regular 3 BHK · 1,050 carpet sq ft · proposed ₹13,500/carpet sq ft",
                "Premium 3 BHK · 1,250 carpet sq ft · proposed ₹14,000/carpet sq ft"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026"
              ],
              "eligible": 538
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": [
              {
                "name": "Compact 2 BHK",
                "size": 650,
                "price": 11500,
                "share": 0
              },
              {
                "name": "Regular 2 BHK",
                "size": 750,
                "price": 13000,
                "share": 90
              },
              {
                "name": "Compact 3 BHK",
                "size": 900,
                "price": 13250,
                "share": 3.3333333333333335
              },
              {
                "name": "Regular 3 BHK",
                "size": 1050,
                "price": 13500,
                "share": 3.3333333333333335
              },
              {
                "name": "Premium 3 BHK",
                "size": 1250,
                "price": 14000,
                "share": 3.3333333333333335
              },
              {
                "name": "4 BHK",
                "size": 1450,
                "price": 14500,
                "share": 0
              }
            ]
          },
          {
            "id": "whatif-all-three",
            "question": "What happens if we increase our 3 BHK allocation by 10%?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 0
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 0
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 0
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 100
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 0
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 0
                  }
                ]
              }
            },
            "response": {
              "question": "What happens if we increase our 3 BHK allocation by 10%?",
              "answer": "Interpreting your request as +10 percentage points in total3 BHKarea (100.0%→100.0%), with other products reduced proportionally: 1,700→1,700 whole homes; opening gross consideration ₹2,409.75→₹2,409.75crore; residual 1,000.0 saleable sq ft. This arithmetic does not establish faster sales. Inputs are planning assumptions. The current calculation uses the saleable area basis and a 1.40 saleable-to-carpet multiplier.",
              "support": [
                "Compact 3 BHK · 900 carpet sq ft · proposed ₹13,250/carpet sq ft",
                "Regular 3 BHK · 1,050 carpet sq ft · proposed ₹13,500/carpet sq ft",
                "Premium 3 BHK · 1,250 carpet sq ft · proposed ₹14,000/carpet sq ft"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026"
              ],
              "eligible": 538
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": [
              {
                "name": "Compact 2 BHK",
                "size": 650,
                "price": 11500,
                "share": 0
              },
              {
                "name": "Regular 2 BHK",
                "size": 750,
                "price": 13000,
                "share": 0
              },
              {
                "name": "Compact 3 BHK",
                "size": 900,
                "price": 13250,
                "share": 0
              },
              {
                "name": "Regular 3 BHK",
                "size": 1050,
                "price": 13500,
                "share": 100
              },
              {
                "name": "Premium 3 BHK",
                "size": 1250,
                "price": 14000,
                "share": 0
              },
              {
                "name": "4 BHK",
                "size": 1450,
                "price": 14500,
                "share": 0
              }
            ]
          },
          {
            "id": "whatif-changed-factor",
            "question": "What happens if we increase our 3 BHK allocation by 10%?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.5,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "What happens if we increase our 3 BHK allocation by 10%?",
              "answer": "Interpreting your request as +10 percentage points in total3 BHKarea (55.0%→65.0%), with other products reduced proportionally: 1,878→1,823 whole homes; opening gross consideration ₹2,195.86→₹2,205.58crore; residual 6,100.0 saleable sq ft. This arithmetic does not establish faster sales. Inputs are planning assumptions. The current calculation uses the saleable area basis and a 1.50 saleable-to-carpet multiplier.",
              "support": [
                "Compact 3 BHK · 900 carpet sq ft · proposed ₹13,250/carpet sq ft",
                "Regular 3 BHK · 1,050 carpet sq ft · proposed ₹13,500/carpet sq ft",
                "Premium 3 BHK · 1,250 carpet sq ft · proposed ₹14,000/carpet sq ft"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026"
              ],
              "eligible": 538
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": [
              {
                "name": "Compact 2 BHK",
                "size": 650,
                "price": 11500,
                "share": 7.777777777777778
              },
              {
                "name": "Regular 2 BHK",
                "size": 750,
                "price": 13000,
                "share": 23.333333333333332
              },
              {
                "name": "Compact 3 BHK",
                "size": 900,
                "price": 13250,
                "share": 23.636363636363637
              },
              {
                "name": "Regular 3 BHK",
                "size": 1050,
                "price": 13500,
                "share": 29.545454545454547
              },
              {
                "name": "Premium 3 BHK",
                "size": 1250,
                "price": 14000,
                "share": 11.818181818181818
              },
              {
                "name": "4 BHK",
                "size": 1450,
                "price": 14500,
                "share": 3.888888888888889
              }
            ]
          },
          {
            "id": "changed-target-strategy",
            "question": "Which products give us the best chance of selling 10 lakh sq. ft.?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 800000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "Which products give us the best chance of selling 10 lakh sq. ft.?",
              "answer": "Research retains the balanced mix as a provisional design brief. The current balanced model targets 8.00 lakh sq ft on the saleable basis and requires 646 weighted-mix home equivalents. Base 8 months: 6.05 lakh net booked and 4.02 lakh registered saleable sq ft. The archived stretch on the original balanced inputs assumes 9,000 monthly leads and a 1.35 release buffer; it yields 839 registrations and ₹26.12 crore acquisition spend. Reapply that preset to test edited inputs. Buyer demand and success probability remain unvalidated.",
              "support": [
                "Compact 2 BHK: 650 carpet sq ft; ₹11,500/carpet sq ft; ₹74.75 lakh proposed agreement ticket",
                "Regular 2 BHK: 750 carpet sq ft; ₹13,000/carpet sq ft; ₹97.50 lakh proposed agreement ticket",
                "Compact 3 BHK: 900 carpet sq ft; ₹13,250/carpet sq ft; ₹119.25 lakh proposed agreement ticket",
                "Regular 3 BHK: 1,050 carpet sq ft; ₹13,500/carpet sq ft; ₹141.75 lakh proposed agreement ticket",
                "Premium 3 BHK: 1,250 carpet sq ft; ₹14,000/carpet sq ft; ₹175.00 lakh proposed agreement ticket",
                "4 BHK: 1,450 carpet sq ft; ₹14,500/carpet sq ft; ₹210.25 lakh proposed agreement ticket"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026",
                "TARUSH-PE-20260525-PDF"
              ],
              "eligible": 2334
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "strategy-incomplete-mix",
            "question": "What price should we charge?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 20
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "What price should we charge?",
              "answer": "Reconcile the confirmed area basis and product shares before comparing a sales strategy.",
              "support": [],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026",
                "TARUSH-PE-20260525-PDF"
              ],
              "eligible": 2334
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "strategy-unconfirmed-basis",
            "question": "Which products give us the best chance of selling 10 lakh sq. ft.?",
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              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": false,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
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                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "Which products give us the best chance of selling 10 lakh sq. ft.?",
              "answer": "Reconcile the confirmed area basis and product shares before comparing a sales strategy.",
              "support": [],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026",
                "TARUSH-PE-20260525-PDF"
              ],
              "eligible": 2334
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "whatif-incomplete-mix",
            "question": "What happens if we increase our 3 BHK allocation by 10%?",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 20
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "What happens if we increase our 3 BHK allocation by 10%?",
              "answer": "First reconcile a confirmed development area, positive apartment sizes and product shares totaling 100%. Then this allocation comparison can be calculated.",
              "support": [],
              "period": "Current editable planning assumptions",
              "sourceIds": [],
              "eligible": null
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          },
          {
            "id": "unknown-question",
            "question": "Tell me about purple elephants.",
            "before": {
              "filters": {
                "quality": "standard",
                "sourceId": "CRE-2026",
                "saleType": "",
                "locality": "",
                "configuration": "",
                "developer": "",
                "project": "",
                "from": "",
                "to": "",
                "ticket": "",
                "sizeBand": "",
                "ticketBand": ""
              },
              "radius": 5,
              "scope": "radius",
              "basis": "reraCarpetSqft",
              "model": {
                "basis": "saleable",
                "area": 2500000,
                "factor": 1.4,
                "target": 1000000,
                "months": 8,
                "scenario": "balanced",
                "confirmed": true,
                "monthlyLeads": 3500,
                "awarenessLead": 0.5,
                "releaseBuffer": 1.25,
                "cpCommission": 2,
                "installment1Lag": 3,
                "installment1Percent": 30,
                "installment2Lag": 6,
                "installment2Percent": 25,
                "installment3Lag": 12,
                "installment3Percent": 25,
                "leadQual": 35,
                "qualVisit": 40,
                "visitNegotiation": 45,
                "negBooking": 30,
                "cancellation": 8,
                "bookAgreement": 95,
                "agreementRegistration": 95,
                "lag": 1,
                "collection": 20,
                "cpShare": 60,
                "costPerLead": 1500,
                "escalation": 0,
                "postLeads": 3000,
                "release": [
                  20,
                  18,
                  16,
                  14,
                  10,
                  8,
                  8,
                  6
                ],
                "products": [
                  {
                    "name": "Compact 2 BHK",
                    "size": 650,
                    "price": 11500,
                    "share": 10
                  },
                  {
                    "name": "Regular 2 BHK",
                    "size": 750,
                    "price": 13000,
                    "share": 30
                  },
                  {
                    "name": "Compact 3 BHK",
                    "size": 900,
                    "price": 13250,
                    "share": 20
                  },
                  {
                    "name": "Regular 3 BHK",
                    "size": 1050,
                    "price": 13500,
                    "share": 25
                  },
                  {
                    "name": "Premium 3 BHK",
                    "size": 1250,
                    "price": 14000,
                    "share": 10
                  },
                  {
                    "name": "4 BHK",
                    "size": 1450,
                    "price": 14500,
                    "share": 5
                  }
                ]
              }
            },
            "response": {
              "question": "Tell me about purple elephants.",
              "answer": "I can calculate evidence-backed comparisons for sizes, registered rates, ticket values, delivery dates, historical stock and our product-mix scenarios. This snapshot contains11,909 records and427project identities. Ask a specific question or select an example. Answers run locally on these fields; this assistant has no live research or unrestricted generative-model connection.",
              "support": [
                "Which 3 BHK sizes sell fastest within 5 km?",
                "Which project has the lowest 3 BHKregistered rate?",
                "Which projects deliver in 2028?",
                "What happens if we increase 3 BHK allocation by 10%?"
              ],
              "period": "CRE east Pune Oct2025–Sep2026 · source start to source end · 5 km · RERA carpet · reported",
              "sourceIds": [
                "CRE-2026"
              ],
              "eligible": 2334
            },
            "statePreserved": true,
            "invalidTokens": false,
            "whatif": null
          }
        ],
        "semanticChecks": [
          {
            "name": "All nine user example routes produce source-scoped responses",
            "passed": true
          },
          {
            "name": "Explicit 2 BHK overrides active global 3 BHK",
            "passed": true
          },
          {
            "name": "Requested 10 km overrides query only and preserves UI state",
            "passed": true
          },
          {
            "name": "Saleable rates remain unsupported",
            "passed": true
          },
          {
            "name": "Zero-record scope reports no rate sample",
            "passed": true
          },
          {
            "name": "Carpet-basis what-if labels carpet residual",
            "passed": true
          },
          {
            "name": "Edited sizes and prices flow into what-if support",
            "passed": true
          },
          {
            "name": "Edited multiplier labelled accurately",
            "passed": true
          },
          {
            "name": "Edited target labelled accurately",
            "passed": true
          },
          {
            "name": "Delivery project filter respected",
            "passed": true
          },
          {
            "name": "Inventory project filter respected",
            "passed": true
          },
          {
            "name": "Nontransaction evidence labels independent date scope",
            "passed": true
          },
          {
            "name": "Zero and full 3 BHK allocations remain finite and reconcile",
            "passed": true
          },
          {
            "name": "Unready models safely gate strategy and what-if",
            "passed": true
          },
          {
            "name": "Every returned source ID resolves in source register",
            "passed": true
          },
          {
            "name": "No direct model or UI mutation from asking",
            "passed": true
          },
          {
            "name": "No exception or invalid display token",
            "passed": true
          }
        ],
        "automatedIssues": [],
        "resolvedFindings": [
          "Delivery and inventory responses now honor active project, developer, locality and stage filters; their periods explicitly distinguish nontransaction evidence.",
          "What-if arithmetic uses current basis, multiplier, preferred sizes and prices; 0% and100%3BHK allocations remain finite and reconcile.",
          "Incomplete product mixes and unconfirmed models return an explanation instead of attempting invalid calculations.",
          "Edited target800000 is labelled8lakh/646equivalents, and the historical stretch preset is labelled separately from current edited outputs.",
          "The current2BHKquestion now supplements historical consideration with a dated matching advertisement and resolvable source references."
        ],
        "limitations": [
          "This is a deterministic local snapshot query engine, not an unrestricted generative assistant or live research connection.",
          "Current asking advertisements are separate from signed quotations, registered prices and fully loaded costs. No current saleable rate is inferred.",
          "Delivery dates are reported or advertised claims, not directly verified statutory possession or proof of completion.",
          "Historical provider stock snapshots cannot establish currently released inventory, true absorption, unmet demand or calibrated success probabilities.",
          "No-record scopes can still display explicitly labelled provisional project design suggestions and separately dated public advertisements."
        ]
      },
      "pwaChecks": {
        "scope": "Mobile navigation, shared theme, chart inspection and PWA static shell",
        "status": "passed with stated device limitations",
        "browserChecks": [
          "Five primary tabs appear at mobile breakpoint",
          "Our Project opens original optimizer; Sales scenarios and Opportunity score subtabs navigate correctly",
          "Mobile filters expand and preserve original controls",
          "Light/dark selection preserves configuration selection",
          "Opportunity radar expands to full-screen dialog with four exact plotted observations",
          "Installation guidance displays supported-browser and offline limits",
          "Research assistant launcher opens the source-backed dialog once",
          "Document width equals viewport width at tested mobile breakpoint"
        ],
        "automatedChecks": [
          "mobile-shell.js and sw.js Node syntax",
          "Manifest icon files exist",
          "Required static offline prefetch",
          "No cross-origin, API, arbitrary URL or POST caching",
          "HTTP403 never replaced by cached research",
          "Network loss serves prior static research",
          "Incomplete install never reports offline ready"
        ],
        "notClaimed": [
          "Physical iOS/Android installation has not been performed",
          "Swipe and long-press code has been reviewed, but actual touch-device gestures not exercised by this browser session",
          "Offline map tiles are not provided",
          "Private hosted deployment still needs root verification"
        ],
        "ownedFiles": [
          "work/site/dist/index.html",
          "work/site/dist/mobile.css",
          "work/site/dist/mobile-shell.js",
          "work/site/dist/sw.js",
          "work/site/dist/manifest.webmanifest",
          "work/site/dist/app-icon.svg",
          "work/site/dist/app-icon-192.png",
          "work/site/dist/app-icon-512.png",
          "work/site/dist/app-icon-maskable.png"
        ],
        "reproducibleTest": "work/test_mobile_pwa.cjs"
      }
    },
    "finalBrowserChecks": {
      "phoneViewport": "390 × 844 requested; rendered overview, themes, shared radius, matched comparisons, model, assistant and CSV export verified",
      "desktopViewport": "1440 × 960 requested; actual OpenStreetMap tiles, sourced pins and radius circle verified",
      "mapNavigationConsoleErrors": 0,
      "productTargetCSV": {
        "rows": 6,
        "wholeHomeTarget": 807,
        "allocatedTargetSaleableSqft": 1001140
      },
      "managementReport": "V2 current figures and preserved V1 appendix visually verified",
      "screenshots": [
        "mobile_app_preview.png",
        "map_app_preview.png"
      ],
      "physicalDeviceInstallation": "Not tested"
    },
    "publication": {
      "status": "succeeded",
      "version": "V4 premium UI",
      "liveUrl": "https://upper-kharadi-intelligence-20261015.nilesh360.chatgpt.site",
      "deploymentId": "appgdep_6ad12b77fe748191a41dc55bb2f0895d",
      "sourceCommit": "7894ab9dc8b40540a63552aae3929edc72a18851",
      "privateAudience": "Owner only; unchanged"
    },
    "portableBrowserCheck": "Standalone HTML served over local HTTP rendered correct 5km overview and all embedded scripts; no console errors. Direct file-protocol launch could not be automated under browser URL restrictions.",
    "calculationUpdated": "2026-10-16",
    "loadingStandard": {
      "percent": 40,
      "base": "RERA carpet + separately known exclusive terrace",
      "balconyInLoadingBase": false,
      "actualSourceFieldsOverwritten": false,
      "developmentBudgetBasis": "saleable",
      "launchTargetBasis": "saleable",
      "preliminaryOwnTerraceAssumption": 0
    },
    "loadingChecks": {
      "marketAndIntegration": {
        "createdAt": "2026-10-15T19:10:54.640Z",
        "scope": "Independent VM contracts, actual saved-data consistency and synthetic calculation fixtures; no new market observations",
        "passed": 26,
        "total": 26,
        "checks": [
          {
            "name": "Public area/metric/loading contract is available",
            "result": "pass"
          },
          {
            "name": "Default is explicit 40% loading over developer planning carpet",
            "result": "pass"
          },
          {
            "name": "Unknown loading gates modeled areas and inventory without changing actual areas or ticket values",
            "result": "pass"
          },
          {
            "name": "Standardized area and registered rates respond at 40%, 30% and 60%",
            "result": "pass",
            "detail": [
              {
                "loading": 40,
                "modeledArea": 1540,
                "modeledRate": 9090.90909090909
              },
              {
                "loading": 30,
                "modeledArea": 1430,
                "modeledRate": 9790.20979020979
              },
              {
                "loading": 60,
                "modeledArea": 1760,
                "modeledRate": 7954.545454545455
              }
            ]
          },
          {
            "name": "Known zero terrace works; missing terrace never becomes zero",
            "result": "pass"
          },
          {
            "name": "Missing balcony stays independent of the carpet-plus-terrace loading base",
            "result": "pass"
          },
          {
            "name": "Verified saleable stays separate from modeled saleable and its eligibility",
            "result": "pass"
          },
          {
            "name": "Saved records without documented saleable area remain unavailable in verified mode",
            "result": "pass",
            "detail": {
              "missing": 11909,
              "documented": 0
            }
          },
          {
            "name": "Headline advertisements never acquire an invented standardized rate",
            "result": "pass",
            "detail": {
              "blockedHeadlines": 15
            }
          },
          {
            "name": "Only a matching unit quotation with known components receives a modeled rate",
            "result": "pass"
          },
          {
            "name": "Ticket mode keeps purchases with missing area and does not show an area-weighted rate",
            "result": "pass"
          },
          {
            "name": "Selected-basis medians and weighted rates use identical eligible cohorts",
            "result": "pass"
          },
          {
            "name": "Real source cohort responds consistently to 40%, 30% and 60% loading",
            "result": "pass",
            "detail": [
              {
                "loading": 40,
                "records": 2992,
                "eligible": 400,
                "median": 8671.530637337932,
                "weighted": 8573.677432112392,
                "area": 528777.5195530087
              },
              {
                "loading": 30,
                "records": 2992,
                "eligible": 400,
                "median": 9338.571455594694,
                "weighted": 9233.19108073641,
                "area": 491007.69672779454
              },
              {
                "loading": 60,
                "records": 2992,
                "eligible": 400,
                "median": 7587.589307670689,
                "weighted": 7501.967753098346,
                "area": 604317.1652034383
              }
            ]
          },
          {
            "name": "Map rate and asking layers obey the same metric selection",
            "result": "pass"
          },
          {
            "name": "All four market tabs render every requested basis without invalid numbers",
            "result": "pass",
            "detail": [
              {
                "route": "overview",
                "basis": "reraCarpetSqft",
                "length": 11346
              },
              {
                "route": "map",
                "basis": "reraCarpetSqft",
                "length": 23797
              },
              {
                "route": "compare",
                "basis": "reraCarpetSqft",
                "length": 27472
              },
              {
                "route": "projects",
                "basis": "reraCarpetSqft",
                "length": 35671
              },
              {
                "route": "overview",
                "basis": "developerPlanningSqft",
                "length": 11386
              },
              {
                "route": "map",
                "basis": "developerPlanningSqft",
                "length": 23868
              },
              {
                "route": "compare",
                "basis": "developerPlanningSqft",
                "length": 27550
              },
              {
                "route": "projects",
                "basis": "developerPlanningSqft",
                "length": 36210
              },
              {
                "route": "overview",
                "basis": "saleableSqft",
                "length": 11390
              },
              {
                "route": "map",
                "basis": "saleableSqft",
                "length": 23897
              },
              {
                "route": "compare",
                "basis": "saleableSqft",
                "length": 27570
              },
              {
                "route": "projects",
                "basis": "saleableSqft",
                "length": 36239
              },
              {
                "route": "overview",
                "basis": "estimatedSaleableSqft",
                "length": 11417
              },
              {
                "route": "map",
                "basis": "estimatedSaleableSqft",
                "length": 23920
              },
              {
                "route": "compare",
                "basis": "estimatedSaleableSqft",
                "length": 27571
              },
              {
                "route": "projects",
                "basis": "estimatedSaleableSqft",
                "length": 36442
              },
              {
                "route": "overview",
                "basis": "ticketINR",
                "length": 11313
              },
              {
                "route": "map",
                "basis": "ticketINR",
                "length": 23872
              },
              {
                "route": "compare",
                "basis": "ticketINR",
                "length": 27485
              },
              {
                "route": "projects",
                "basis": "ticketINR",
                "length": 35015
              }
            ]
          },
          {
            "name": "Ticket-mode charts, distributions and assistant output never label ticket values per square foot",
            "result": "pass"
          },
          {
            "name": "Each offered typology displays all 13 requested fields without borrowing project prices",
            "result": "pass",
            "detail": {
              "project": "Mahindra Ivylush - Mahindra Codename Crown"
            }
          },
          {
            "name": "Source validation flags identify missing components while keeping actual documented values intact",
            "result": "pass"
          },
          {
            "name": "Exports recalculate scenario rates and retain actual source areas and consideration",
            "result": "pass"
          },
          {
            "name": "Matched-cohort commercial summary keeps the same supported records in all three rates",
            "result": "pass",
            "detail": {
              "matchedRecords": 400
            }
          },
          {
            "name": "Legacy charts share selected metric helper with the market tabs",
            "result": "pass"
          },
          {
            "name": "Inventory uses the confirmed saleable budget and carpet-plus-terrace base",
            "result": "pass",
            "detail": {
              "baseUnits": 2012,
              "terrace100Units": 1802,
              "terrace100Residual": 2750
            }
          },
          {
            "name": "Equivalent RERA, planning and saleable budgets preserve units, tickets and revenue",
            "result": "pass",
            "detail": [
              {
                "basis": "reraCarpet",
                "area": 1000000,
                "units": 1000,
                "revenue": 12000000000
              },
              {
                "basis": "developerPlanningCarpet",
                "area": 1100000,
                "units": 1000,
                "revenue": 12000000000
              },
              {
                "basis": "saleable",
                "area": 1540000,
                "units": 1000,
                "revenue": 12000000000
              }
            ]
          },
          {
            "name": "An insufficient whole-apartment budget gates the forecast instead of producing infinite target units",
            "result": "pass"
          },
          {
            "name": "Forecasted carpet, planning and saleable outputs remain internally consistent",
            "result": "pass",
            "detail": {
              "units": 1900,
              "averageRera": 887.921052631579,
              "averageSaleable": 1313.0894736842106,
              "month8Registered": 425440.9894736842
            }
          },
          {
            "name": "Scenario calculations leave every original transaction and competitor source field intact",
            "result": "pass"
          }
        ]
      },
      "model": {
        "generatedAt": "2026-10-15T19:08:26.996Z",
        "engine": "Existing dashboard engine with developer-planning-carpet loading",
        "checks": [
          {
            "name": "Confirmed saleable development and launch target remain explicit",
            "pass": true
          },
          {
            "name": "Loading applies to RERA plus terrace, excluding balcony at 0%, 40% and 60%",
            "pass": true
          },
          {
            "name": "Missing and blank terrace cannot silently become zero",
            "pass": true
          },
          {
            "name": "Every development basis reconciles its own budget and exposes equivalent totals",
            "pass": true
          },
          {
            "name": "Launch target always uses saleable equivalents and records all three area bases",
            "pass": true
          },
          {
            "name": "44 month release, cohort pricing and legal pending stage invariants survive area change",
            "pass": true
          },
          {
            "name": "Legacy v4 migration preserves inputs and areas, and persists only once in v5",
            "pass": true
          },
          {
            "name": "No source planning facts are overwritten and all legacy routes render with a visible basis",
            "pass": true
          },
          {
            "name": "Legacy analytics follow selected metric hooks without changing statutory carpet fields",
            "pass": true
          }
        ],
        "passed": 9,
        "total": 9
      },
      "sourceAudit": {
        "tests": [
          {
            "check": "Known components: planning 800; standardized saleable 1,120",
            "pass": true
          },
          {
            "check": "Source explicit zero terrace remains zero; balcony not required",
            "pass": true
          },
          {
            "check": "Missing terrace is not silently replaced by balcony or zero",
            "pass": true
          },
          {
            "check": "Actual source saleable preserved independently of model; loading withheld without same-unit documentary proof",
            "pass": true
          },
          {
            "check": "Documented same-unit actual loading uses developer-planning base",
            "pass": true
          },
          {
            "check": "All 11,909 row identities retained once",
            "pass": true
          },
          {
            "check": "No source actual area or component overwritten",
            "pass": true
          },
          {
            "check": "Standardized rate eligibility inherits V2 planning gate",
            "pass": true
          },
          {
            "check": "Every eligible model rate reconciles to the same registered ticket",
            "pass": true
          },
          {
            "check": "Final phase-gated 5 km source cohort is 2,992 / 410 known / 400 eligible",
            "pass": true
          },
          {
            "check": "Actual competitor loading remains unknown",
            "pass": true
          },
          {
            "check": "All 427 project summaries and 37 inside-5 km profiles retained",
            "pass": true
          },
          {
            "check": "Unreconciled typology or unit ranges do not acquire fabricated terrace",
            "pass": true
          },
          {
            "check": "Typed loading table contains all 11,909 rows",
            "pass": true
          },
          {
            "check": "Original V2 current view still resolves",
            "pass": true
          },
          {
            "check": "SQLite integrity passes",
            "pass": true
          },
          {
            "check": "Browser payload has not been expanded by audit writer",
            "pass": true
          }
        ],
        "count": 17,
        "allPass": true
      }
    },
    "loadingBrowserChecks": [
      "40% to60% updates identical400-record cohort8671.53to7587.59",
      "Actual saleable view remains unavailable",
      "Regular2BHK750+terrace50 becomesplanning800/saleable1120;ticket unchanged",
      "Global loading and basis visible in Our project",
      "Matched3BHKprojectcomparison andsourceprofileverified",
      "CSVdownload2992rows/400modeledrates preservesactualareas",
      "Dark phoneviewportandnativebottomnavigationverified; hidden toastcannotblocklinks"
    ],
    "uiUpdatedAt": "2026-10-16",
    "researchAsOf": "2026-10-15",
    "premiumUI": {
      "chartChecks": {
        "passed": 12,
        "total": 12
      },
      "studioChecks": {
        "passed": 9,
        "total": 9
      },
      "independentIntegrationChecks": {
        "passed": 18,
        "total": 18
      },
      "preservedLoadingChecks": {
        "passed": 26,
        "total": 26
      },
      "preservedModelChecks": {
        "passed": 9,
        "total": 9
      },
      "sourceRecordsUnchanged": 11909,
      "sourceProjectIdentitiesUnchanged": 427,
      "defaultModelHomes": 2012,
      "defaultModelSaleableReserve": 4920,
      "responsiveBrowserCSSWidths": [
        360,
        390,
        430,
        768,
        1440
      ],
      "pageHorizontalOverflow": false,
      "themes": [
        "dark",
        "light",
        "system"
      ],
      "browserInteractions": [
        "five-tab navigation",
        "price chart exact point and source inspection",
        "fullscreen chart and source table",
        "40% to 60% loading with same 400-home cohort",
        "actual documented saleable unavailable state",
        "clustered map and project selection",
        "dark and light maps",
        "persistent project search and full profile",
        "same-configuration comparison cards",
        "optional zero-share 3.5 BHK management fixture added then removed",
        "44-month forecast expansion",
        "optional 3.5 BHK form uses blank inputs and zero allocation keeps 2012 homes; temporary fixture removed",
        "44-month cumulative chart and model data inspection"
      ],
      "referenceImage": "Path unavailable; implemented from the detailed written brief",
      "physicalPhoneInstallation": "Not tested",
      "assistant": "Existing local source-backed query engine; no generative AI backend added",
      "automatedSuites": {
        "interactiveCharts": 12,
        "inventoryStudio": 9,
        "independentIntegration": 18,
        "preservedLoading": 26,
        "preservedModel": 9,
        "offlinePWA": 7
      },
      "additionalSmallViewportCSSWidth": 325,
      "previews": [
        "premium_mobile_preview.jpg",
        "premium_chart_preview.jpg",
        "premium_dashboard_preview.jpg"
      ]
    }
  },
  "v6FollowUp": {
    "findings": 22,
    "sourceEntries": 40,
    "newCriticalFieldsVerified": 0,
    "uiVmChecks": 21,
    "independentReviewChecks": 19,
    "browserChecks": 11,
    "certificate": "verification_certificate_v6.json",
    "report": "verification_update_v6.html"
  },
  "v7FollowUp": {
    "findings": 36,
    "newMorningFindings": 14,
    "historicalSnapshots": 5,
    "newCriticalFieldsVerified": 0,
    "report": "verification_update_v7.html",
    "certificate": "verification_certificate_v7.json",
    "publication": "succeeded",
    "nativeReceipt": "deployment_status.json",
    "morningReadiness": "Completed one time"
  },
  "v8FollowUp": {
    "findings": 49,
    "newFindings": 13,
    "report": "verification_update_v8.html",
    "certificate": "verification_certificate_v8.json",
    "productRecommendation": "product_mix_recommendation_v8.html",
    "newCriticalFieldsVerified": 0
  },
  "v9FollowUp": {
    "findings": 56,
    "newFindings": 7,
    "planScheduledHomes": 125,
    "candidateRecordMatches": 18,
    "prefixAmbiguousRecords": 1,
    "newCriticalFieldsVerified": 0,
    "report": "verification_update_v9.html",
    "certificate": "verification_certificate_v9.json",
    "productRecommendation": "product_mix_recommendation_v9.html"
  }
}