Real ChatGPT answer · index seedJsFkncwMkRUcompleteAutomotive · car reliability and safetycomparison
Is it smarter to buy a certified pre-owned economy car or a luxury car with an extended warranty for my first post-grad job commute?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it smarter to buy a certified pre-owned economy car or a luxury car with an extended warranty for my first post-grad job commute?
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). 1 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
certified pre-owned car warranty inspection consumer advice FTC used car warranty extended service contract Google ↗
average cost of ownership economy sedan vs luxury sedan maintenance insurance depreciation 2025 Google ↗
- Buying a Used Car From a Dealer · consumer.ftc.gov
- Should You Buy a New, Certified Pre-Owned, or Used Car? · consumerreports.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
certified pre-owned car warranty inspection consumer advice FTC used car warranty extended service contract OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
average cost of ownership economy sedan vs luxury sedan maintenance insurance depreciation 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |