Real ChatGPT answer · index seedoNN6VedJ8AEcompleteAutomotive · car repair and maintenancecomparison
My Ford F-150 has a check engine light on and I need to know if buying a cheap OBD2 scanner is cheaper than paying a diagnostic fee.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My Ford F-150 has a check engine light on and I need to know if buying a cheap OBD2 scanner is cheaper than paying a diagnostic fee.
1 real search · 1 real-search pass
typical auto repair shop check engine light diagnostic fee Leesburg Virginia 2026; Ford F-150 OBD2 scanner compatibility model yearGoogle ↗
OBSERVED
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
typical auto repair shop check engine light diagnostic fee Leesburg Virginia 2026; Ford F-150 OBD2 scanner compatibility model year Google ↗
- View scanner · walmart.com
- View scanner · walmart.com
- View scanner · walmart.com
- FREE Check Engine Light Testing | No Appointment Needed · oreillyauto.com
- 2025 Ford F-150 Check Engine Light Diagnosis & Testing Cost Estimate · repairpal.com