Independent listing reviewed
Sep 4, 2026 · 8:04 PM EDTIndependent listing reviewed was completed. Outcome: this VIN's protected history was updated; the complete event receipt is available below.
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{
"capture_sha256": "570188b40006eaa06157eeac119ab211a58420c1b9a9abed96176ee11e248985",
"fields": {
"asking_price": 78101,
"browser_surface": "CODEX_IN_APP_BROWSER",
"captured_at": "Sep 4, 2026 · 8:01 PM EDT",
"interior_color": "Saddle Tan",
"listing_url": "https://www.cars.com/vehicledetail/3eab0585-b31b-4c2f-8342-a8f6a16e1632/?sid=94847f91-c978-46fb-8268-f03ac8b38858",
"make": "Lexus",
"model": "GX 550",
"page_title": "New 2026 Lexus GX 550 Premium+",
"source_site": "CARS_COM",
"stock_number": "T5097730",
"trim": "Premium+",
"trim_model": "New 2026 Lexus GX 550 Premium+",
"year": 2026
},
"generation_id": "22184256-c380-4d5b-bab8-e6741c3745fd",
"outcome": "NON_TARGET_VALIDATED",
"previous_state": "NON_TARGET",
"session_id": "20260904",
"vin": "JTJTBCDX8T5097730"
}Source non-target classification
Sep 4, 2026 · 8:01 PM EDTClassified as non-target after an exact-VIN rendered listing identified the trim as New 2026 Lexus GX 550 Premium+. Outcome: this VIN was excluded from the qualifying market.
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{
"dealer_vdp_required": false,
"decision_path": "SOURCE_BOUND_NEGATIVE_FAST_PATH",
"fact_name": "trim",
"fact_value": "New 2026 Lexus GX 550 Premium+",
"from": "NON_TARGET",
"observation_id": "intake:observation:43e05b9e8462f016225a4853",
"reason": "NON_TARGET_TRIM_SOURCE_OBSERVED",
"source": "USER_BROWSER_REVIEW",
"to": "NON_TARGET",
"vin": "JTJTBCDX8T5097730"
}Canonical fields normalized
Sep 4, 2026 · 4:21 PM EDTStored listing details were standardized (Condition). Outcome: the current record is more consistent; market status and history were unchanged.
Show event evidence
{
"business_state_unchanged": true,
"changed_fields": [
"condition"
],
"changed_from": "568ea9b04a14faedf24f0127f7ce3c128ff8fd688b548c7caf82057c976f6f51",
"commit_id": "c79e48f5-1422-407a-9c81-9089758fd88d",
"market_events_created": false,
"normalization_run_id": "b918362f-5112-409c-a676-ba66ab709a53",
"normalization_version": "normalized-field-contract-v4-no-condition"
}Canonical fields normalized
Sep 2, 2026 · 6:31 AM EDTStored listing details were standardized (Drivetrain). Outcome: the current record is more consistent; market status and history were unchanged.
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{
"business_state_unchanged": true,
"changed_fields": [
"drivetrain"
],
"changed_from": "643a1d3d5ff9f1a17c945bcdec2bc864eed419a8d9454bed8e8e7909677df5d0",
"commit_id": "981e4c1c-01a3-41d1-8eb8-4857e43116d2",
"market_events_created": false,
"normalization_run_id": "342e7219-5d7e-49f5-9f18-5e51e18222d5",
"normalization_version": "normalized-field-contract-v3"
}Canonical fields normalized
Sep 1, 2026 · 9:59 PM EDTStored listing details were standardized (Asking price, Condition, Dealer domain, Domain, Drivetrain, Make, Mileage, Model, Page title, Trim, Vehicle and trim, Year). Outcome: the current record is more consistent; market status and history were unchanged.
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{
"business_state_unchanged": true,
"changed_fields": [
"asking_price",
"condition",
"dealer_domain",
"domain",
"drivetrain",
"make",
"mileage",
"model",
"page_title",
"trim",
"trim_model",
"year"
],
"changed_from": "82b8eed6398826d26763dcececc40d3c930f891a31924650ee36a0377cc20bb4",
"commit_id": "9218cd80-d9b9-4036-9ebc-69aa272fc9a0",
"market_events_created": false,
"normalization_run_id": "9b7754d0-e16f-4981-a66c-e56a1df8d4a3",
"normalization_version": "normalized-field-contract-v1"
}Availability changed
Aug 29, 2026 · 10:43 PM EDTListing availability was recorded as Available. Outcome: the current listing status was refreshed from verified dealer evidence.
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{
"ai_adjudication_id": null,
"commit_id": "3e185740-b660-43b5-a021-a1f62f18171e",
"from": null,
"generation_id": "62f7bfca-c529-45c4-8099-740796358d20",
"policy_decision_id": "364e359e-3e1e-4942-9ff9-27d64537aea2",
"to": "AVAILABLE"
}VDP changed
Aug 29, 2026 · 10:43 PM EDTVerified dealer listing page changed. Outcome: the record now points to the current exact-VIN dealer page.
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{
"ai_adjudication_id": null,
"commit_id": "3e185740-b660-43b5-a021-a1f62f18171e",
"from": null,
"generation_id": "62f7bfca-c529-45c4-8099-740796358d20",
"policy_decision_id": "364e359e-3e1e-4942-9ff9-27d64537aea2",
"to": "https://www.autonation.com/cars/jtjtbcdx8t5097730/lexus-gx-2026"
}Price changed
Aug 29, 2026 · 10:43 PM EDTVerified asking price changed from Not captured to $78,101. Outcome: the tracker now reflects the current dealer price.
Show event evidence
{
"ai_adjudication_id": null,
"commit_id": "3e185740-b660-43b5-a021-a1f62f18171e",
"from": null,
"generation_id": "62f7bfca-c529-45c4-8099-740796358d20",
"policy_decision_id": "364e359e-3e1e-4942-9ff9-27d64537aea2",
"to": "78101"
}Lifecycle transition
Aug 29, 2026 · 10:43 PM EDTStatus established as Non target. Outcome: it is excluded from the qualifying market and will not be processed as an active listing. Reason: Non target trim.
Show event evidence
{
"ai_adjudication_id": null,
"commit_id": "3e185740-b660-43b5-a021-a1f62f18171e",
"from": null,
"generation_id": "62f7bfca-c529-45c4-8099-740796358d20",
"policy_decision_id": "364e359e-3e1e-4942-9ff9-27d64537aea2",
"reason": "NON_TARGET_TRIM",
"to": "NON_TARGET"
}