Real ChatGPT answer · index seed486brzYhaNocompleteAutomotive · car reliability and safetycomparison
What does the vehicle history report need to show for me to feel confident that a used Lexus is truly reliable and safe to buy
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What does the vehicle history report need to show for me to feel confident that a used Lexus is truly reliable and safe to buy
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
FTC buying used car vehicle history report title brands accident flood odometer NMVTIS Google ↗
NHTSA VIN recall lookup used car pre-purchase inspection vehicle history report limitations Google ↗
- Understanding an NMVTIS Vehicle History Report · vehiclehistory.bja.ojp.gov
- Used Car Buying Tips · vehiclehistory.bja.ojp.gov
- Used Cars · consumer.ftc.gov
- How to steer clear of a flood-damaged car · consumer.ftc.gov
- Federal Register / Vol. 81, No. 223 / Friday, November 18, 2016 / Rules and Regulations · ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC buying used car vehicle history report title brands accident flood odometer NMVTIS OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
NHTSA VIN recall lookup used car pre-purchase inspection vehicle history report limitations OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |