Real ChatGPT answer · index seedPvJMqCLuCWIcompleteAutomotive · car reliability and safetyinformational
Which generation of Toyota RAV4 has the best engine reliability for a commuter car under ten thousand dollars?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which generation of Toyota RAV4 has the best engine reliability for a commuter car under ten 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
Toyota RAV4 generations engine reliability 2.4 2AZ-FE oil consumption 2006 2008 2.5 2AR-FE reliability 2009 2012 Google ↗
Toyota RAV4 2010 2011 2012 common problems engine reliability used buyer guide Google ↗
- Toyota T-SB-0094-11 Rev2 August 11, 2011 · static.nhtsa.gov
- T-SB-0094-11 Rev Service Bulletin/Repair Instructions · oemdtc.com
- 2011 Toyota RAV4 Reliability · consumerreports.org
- 2012 Toyota RAV4 Reliability · consumerreports.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Toyota RAV4 generations engine reliability 2.4 2AZ-FE oil consumption 2006 2008 2.5 2AR-FE reliability 2009 2012 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Toyota RAV4 2010 2011 2012 common problems engine reliability used buyer guide OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |