Real ChatGPT answer · index seedbCl7eviKYyEcompleteAutomotive · auto financing and leasingcommercial
How accurate are online tools when estimating the total cost of ownership for older vehicles that might need major repairs soon?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How accurate are online tools when estimating the total cost of ownership for older vehicles that might need major repairs soon?
2 real searches · 1 real-search pass
older used car total cost of ownership calculator limitations repair estimates maintenance depreciation methodology Edmunds Kelley Blue Book AAAGoogle ↗
OBSERVEDReason
used car pre purchase inspection repair risk maintenance records older vehicle major repairs consumer guidanceGoogle ↗
OBSERVEDConsequence
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
older used car total cost of ownership calculator limitations repair estimates maintenance depreciation methodology Edmunds Kelley Blue Book AAA Google ↗
used car pre purchase inspection repair risk maintenance records older vehicle major repairs consumer guidance Google ↗
- Buying a Car · consumer.gov
- How to Inspect a Used Car to Avoid Costly Repairs · consumerreports.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
older used car total cost of ownership calculator limitations repair estimates maintenance depreciation methodology Edmunds Kelley Blue Book AAA OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
used car pre purchase inspection repair risk maintenance records older vehicle major repairs consumer guidance OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |