What online tools or websites do mechanics use to check the service history and recall status of a used car VIN before purchasing?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What online tools or websites do mechanics use to check the service history and recall status of a used car VIN before purchasing?
3 real searches · 1 real-search pass
best VIN vehicle history report services CARFAX AutoCheck NMVTIS approved providers officialGoogle ↗
OBSERVEDComparison
NHTSA VIN recall lookup official manufacturer service records VIN lookup used carGoogle ↗
OBSERVEDReason
NICB VINCheck official theft salvage vehicle VIN lookupGoogle ↗
OBSERVEDShort fact
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
best VIN vehicle history report services CARFAX AutoCheck NMVTIS approved providers official Google ↗
NHTSA VIN recall lookup official manufacturer service records VIN lookup used car Google ↗
NICB VINCheck official theft salvage vehicle VIN lookup Google ↗
- carfax.com · carfax.com
- What's on a CARFAX Report and how can it help me? · support.carfax.com
- Where does CARFAX get its information? · support.carfax.com
- Buying a Used Car: Can You Get Service Records from a Dealer? · autotrader.com
- Used Cars · consumer.ftc.gov
- autocheck.com · autocheck.com
- AutoCheck vehicle history reports · autocheck.com
- vehiclehistory.bja.ojp.gov · vehiclehistory.bja.ojp.gov
- Research Vehicle History · vehiclehistory.bja.ojp.gov
- NMVTIS for General Public & Consumers - American Association of Motor Vehicle Administrators · aamva.org
- vinaudit.com · vinaudit.com
- nhtsa.gov/recalls · nhtsa.gov
- nicb.org/vincheck · nicb.org
- 8 Ways to Check a Car’s History · nerdwallet.com
- ServiceStamp · servicestamp.us
- Find Service History · findservicehistory.us
- Website · alldata.com
- Website · mitchell1.com
- Website · autel.com
- Website · obdlink.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best VIN vehicle history report services CARFAX AutoCheck NMVTIS approved providers official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
NHTSA VIN recall lookup official manufacturer service records VIN lookup used car OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NICB VINCheck official theft salvage vehicle VIN lookup OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |