Real ChatGPT answer · index seedH6x1rwvnuqgcompleteAutomotive · car reliability and safetyinformational
How does the cost of maintaining a certified pre-owned vehicle compare to buying a brand new economy car when factoring in depreciation and parts?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the cost of maintaining a certified pre-owned vehicle compare to buying a brand new economy car when factoring in depreciation and parts?
3 real searches · 1 real-search pass
2026 vehicle ownership costs depreciation maintenance repair economy cars certified pre owned depreciation first year dataGoogle ↗
OBSERVEDReason
AAA Your Driving Costs 2025 depreciation maintenance repair costs new vehicleGoogle ↗
OBSERVEDReason
Consumer Reports car maintenance repair costs by vehicle age certified pre-owned warrantyGoogle ↗
OBSERVEDReason
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
2026 vehicle ownership costs depreciation maintenance repair economy cars certified pre owned depreciation first year data Google ↗
AAA Your Driving Costs 2025 depreciation maintenance repair costs new vehicle Google ↗
Consumer Reports car maintenance repair costs by vehicle age certified pre-owned warranty Google ↗
- Your Driving Costs · newsroom.aaa.com
- AAA YOUR DRIVING COSTS 2025 · newsroom.aaa.com
- Should You Buy a New, Certified Pre-Owned, or Used Car? · consumerreports.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 vehicle ownership costs depreciation maintenance repair economy cars certified pre owned depreciation first year data OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
AAA Your Driving Costs 2025 depreciation maintenance repair costs new vehicle OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Consumer Reports car maintenance repair costs by vehicle age certified pre-owned warranty OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |