Is a vehicle history report from Bumper or CARFAX better at revealing flood damage from recent hurricanes before I finalize this online car purchase?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a vehicle history report from Bumper or CARFAX better at revealing flood damage from recent hurricanes before I finalize this online car purchase?
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
CARFAX vs Bumper vehicle history report flood damage reporting sources limitations flood title hurricane Google ↗
NMVTIS flood damaged vehicle consumer check limitations flood damage vehicle history report official Google ↗
- NMVTIS for General Public & Consumers - American Association of Motor Vehicle Administrators · aamva.org
- Understanding an NMVTIS Vehicle History Report · vehiclehistory.bja.ojp.gov
- What's on a CARFAX Report and how can it help me? · support.carfax.com
- NICB VINCheck · nicb.org
- NICB Warns Consumers to Watch for Flood-Damaged Vehicles During Peak Flood Season · nicb.com
- RMV Cautions Consumers About Buying Flood-Damaged Vehicles · mass.gov
- Hurricane- and Flood-Damaged Vehicles · nhtsa.gov
- Avoid a flood-damaged used car · consumer.ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CARFAX vs Bumper vehicle history report flood damage reporting sources limitations flood title hurricane OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NMVTIS flood damaged vehicle consumer check limitations flood damage vehicle history report official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |