Real ChatGPT answer · index seedN2H3ziAG1oUcompleteAutomotive · auto financing and leasingcommercial
How accurate are online total cost of ownership calculators when shopping for a reliable used sedan under twenty thousand dollars?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How accurate are online total cost of ownership calculators when shopping for a reliable used sedan under twenty thousand dollars?
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
used car total cost of ownership calculator methodology limitations maintenance repair estimates Edmunds Kelley Blue Book Google ↗
used car pre purchase inspection reliability maintenance costs consumer advice FTC vehicle history report Google ↗
- What is True Cost to Own (TCO)? · help.edmunds.com
- Price: True Cost to Own · edmundsapi-preprod.github.io
- Edmunds TCO · edmunds.com
- KBB · kbb.com
- Consumer Reports Cars · consumerreports.org
- FTC used-car buying guidance · consumer.ftc.gov
- Buying a Used Car From a Dealer · consumer.ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
used car total cost of ownership calculator methodology limitations maintenance repair estimates Edmunds Kelley Blue Book OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
used car pre purchase inspection reliability maintenance costs consumer advice FTC vehicle history report OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |