Independent listing reviewed
Sep 4, 2026 · 8:08 PM EDTIndependent listing reviewed was completed. Outcome: this VIN's protected history was updated; the complete event receipt is available below.
Show event evidence
{
"capture_sha256": "e654ec581fc3e16d9b1be54513a03683deac56fae4232a0285a8376e124385cd",
"fields": {
"asking_price": 78311,
"browser_surface": "CODEX_IN_APP_BROWSER",
"captured_at": "Sep 4, 2026 · 8:06 PM EDT",
"interior_color": "Saddle Tan",
"listing_url": "https://www.cars.com/vehicledetail/c94a754f-016b-4e32-b4d2-973a0c7da79b/?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": "T5098473",
"trim": "Premium+",
"trim_model": "New 2026 Lexus GX 550 Premium+",
"year": 2026
},
"generation_id": "71aef2ac-e0d6-4ebf-9395-a00836d4dc5e",
"outcome": "NON_TARGET_VALIDATED",
"previous_state": "NON_TARGET",
"session_id": "20260904",
"vin": "JTJTBCDX8T5098473"
}Source non-target classification
Sep 4, 2026 · 8:06 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:ccd18da78f3eafe449a56667",
"reason": "NON_TARGET_TRIM_SOURCE_OBSERVED",
"source": "USER_BROWSER_REVIEW",
"to": "NON_TARGET",
"vin": "JTJTBCDX8T5098473"
}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": "cdbc53dd72f6a09aaf01012c0452ca2e3c83b1f8dcf63b5416c57c3ad6f99015",
"commit_id": "240c6f2b-a6b5-4509-b883-21fa46715458",
"market_events_created": false,
"normalization_run_id": "b918362f-5112-409c-a676-ba66ab709a53",
"normalization_version": "normalized-field-contract-v4-no-condition"
}VIN audit corrections applied
Sep 3, 2026 · 7:02 PM EDTVin audit corrections applied was completed. Outcome: this VIN's protected history was updated; the complete event receipt is available below.
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{
"actions": [
{
"action": "BACKFILL",
"applied_value": "New",
"confidence": "HIGH",
"current": null,
"evidence_source": "exact-VIN structured dealer/marketplace page",
"evidence_url": "https://prod-autopreferred.chase.com/detail?type=new&year=2026&make=lexus&model=gx+550&trim=premium%2B&drivetrain=four+wheel+drive&body=sport+utility&dealer_id=32262&distance_radius=50&vin=jtjtbcdx8t5098473",
"field": "condition",
"proposed": "New",
"rationale": "Exact-VIN live page explicitly identifies the vehicle condition."
}
],
"audit_id": "production-vin-audit-20260903",
"business_state_unchanged": true,
"commit_id": "f084b385-c92b-433d-9375-d47dcf855012",
"immutable_evidence_unchanged": true,
"queue_sha256": "468ed5208740c382fe361b13290f868e62ce48428f2a1009d52ca0e09db3c487"
}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.
Show event evidence
{
"business_state_unchanged": true,
"changed_fields": [
"drivetrain"
],
"changed_from": "d71c9dbb98726ac38be0e607cf9f93e36f736f9a438e5e72de6a2a18dac11950",
"commit_id": "69b552ed-39e3-42a3-b82d-67c16a42c135",
"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, Body style, 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.
Show event evidence
{
"business_state_unchanged": true,
"changed_fields": [
"asking_price",
"body_style",
"condition",
"dealer_domain",
"domain",
"drivetrain",
"make",
"mileage",
"model",
"page_title",
"trim",
"trim_model",
"year"
],
"changed_from": "ccf62e178a7cdaa0871e8e951fef6a6f73a975b49ce91a83d55e9340117fcd51",
"commit_id": "dfff26dc-9a13-40c5-a769-cac5a3fc62d2",
"market_events_created": false,
"normalization_run_id": "9b7754d0-e16f-4981-a66c-e56a1df8d4a3",
"normalization_version": "normalized-field-contract-v1"
}Availability changed
Aug 29, 2026 · 11:07 PM EDTListing availability was recorded as Available. Outcome: the current listing status was refreshed from verified dealer evidence.
Show event evidence
{
"ai_adjudication_id": null,
"commit_id": "e7ff13de-2cd7-440c-8f9c-782f07219ae3",
"from": null,
"generation_id": "d755d264-d386-41c7-b335-58192b483317",
"policy_decision_id": "aa1f6b41-ff1f-4918-a297-77c800488daa",
"to": "AVAILABLE"
}VDP changed
Aug 29, 2026 · 11:07 PM EDTVerified dealer listing page changed. Outcome: the record now points to the current exact-VIN dealer page.
Show event evidence
{
"ai_adjudication_id": null,
"commit_id": "e7ff13de-2cd7-440c-8f9c-782f07219ae3",
"from": null,
"generation_id": "d755d264-d386-41c7-b335-58192b483317",
"policy_decision_id": "aa1f6b41-ff1f-4918-a297-77c800488daa",
"to": "https://prod-autopreferred.chase.com/detail/?type=new&year=2026&make=lexus&model=gx+550&trim=premium%2B&drivetrain=four+wheel+drive&body=sport+utility&dealer_id=32262&distance_radius=50&vin=jtjtbcdx8t5098473"
}Price changed
Aug 29, 2026 · 11:07 PM EDTVerified asking price changed from Not captured to $78,311. Outcome: the tracker now reflects the current dealer price.
Show event evidence
{
"ai_adjudication_id": null,
"commit_id": "e7ff13de-2cd7-440c-8f9c-782f07219ae3",
"from": null,
"generation_id": "d755d264-d386-41c7-b335-58192b483317",
"policy_decision_id": "aa1f6b41-ff1f-4918-a297-77c800488daa",
"to": "78311"
}Lifecycle transition
Aug 29, 2026 · 11:07 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": "e7ff13de-2cd7-440c-8f9c-782f07219ae3",
"from": null,
"generation_id": "d755d264-d386-41c7-b335-58192b483317",
"policy_decision_id": "aa1f6b41-ff1f-4918-a297-77c800488daa",
"reason": "NON_TARGET_TRIM",
"to": "NON_TARGET"
}