What are the most common mechanical issues with used Ford F-150 trucks from the late two thousands?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most common mechanical issues with used Ford F-150 trucks from the late two thousands?
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
2007 2008 2009 Ford F-150 common problems engine transmission spark plugs cam phaser IWE NHTSA Google ↗
Ford F-150 2009 common problems 5.4 Triton cam phaser spark plugs transmission reliability complaints Google ↗
- TSB 12-7-10 · fordservicecontent.com
- 2004-2010 Ford F-150 problems: 5.4L 3V cam phasers / spark plugs · usedcarinformer.com
- 2004–2008 Ford F-150 common problems and fixes · knowyourtruck.com
- 2007 Ford F-150 Problems and Complaints · repairpal.com
- 2008 Ford F-150 Problems and Complaints · repairpal.com
- NHTSA's recall lookup · nhtsa.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2007 2008 2009 Ford F-150 common problems engine transmission spark plugs cam phaser IWE NHTSA OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Ford F-150 2009 common problems 5.4 Triton cam phaser spark plugs transmission reliability complaints OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |