Real ChatGPT answer · index seed3VCy9PnNX84completeAutomotive · car reliability and safetycommercial
How much money do people typically waste on unnecessary dealer-recommended maintenance services for older commuter cars?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much money do people typically waste on unnecessary dealer-recommended maintenance services for older commuter cars?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
dealer recommended car maintenance unnecessary services older vehicles average cost upsells study consumer automotive repair maintenance Google ↗
car dealer service upselling unnecessary maintenance costs survey average consumer spending Google ↗
- Jerry 2025 State of the American Driver Report · jerry.ai
- Upselling Poll Shows 1 in 3 Customers · info.intelichek.com
- Consumer Reports' Guide to Car Maintenance · consumerreports.org
- Consumer Reports' Guide to Car Maintenance · consumerreports.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dealer recommended car maintenance unnecessary services older vehicles average cost upsells study consumer automotive repair maintenance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
car dealer service upselling unnecessary maintenance costs survey average consumer spending OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |