Are older Ford F-150 trucks expensive to maintain and what specific year models should I avoid on a tight budget
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are older Ford F-150 trucks expensive to maintain and what specific year models should I avoid on a tight budget
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
Ford F-150 reliability problems years to avoid 2004 2005 2010 2011 2013 2015 engine transmission common issues Google ↗
Ford F-150 best reliable years used truck budget 4.6 5.0 5.4 3.5 EcoBoost Google ↗
- Ford F-150 Reliability Guide: Best Years and the Years to Avoid · autoblog.com
- Ford F-150 best and worst years · knowyourtruck.com
- 2009–2014 Ford F-150 common problems and fixes · knowyourtruck.com
- Ford F-150 Years to Avoid (and Which Years Are Worth Buying) · research.carvetter.com
- Best Year Ford F-150: Which Used F-150 Should You Buy? · carsoup.com
- NHTSA recall database · nhtsa.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ford F-150 reliability problems years to avoid 2004 2005 2010 2011 2013 2015 engine transmission common issues OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Ford F-150 best reliable years used truck budget 4.6 5.0 5.4 3.5 EcoBoost OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |