Real ChatGPT answer · index seedh7iwIG5kK8McompleteAutomotive · trucks and SUVslocal

What are the diagnostic steps for a persistent check engine light on a 2018 Ford F150 and which independent mechanics in Bloomington MN are trustworthy

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the diagnostic steps for a persistent check engine light on a 2018 Ford F150 and which independent mechanics in Bloomington MN are trustworthy
4 real searches · 1 real-search pass
trustworthy independent auto repair mechanics Bloomington Minnesota Ford F-150 diagnostics reviews ASE certifiedGoogle ↗
OBSERVED
independent auto repair Ford truck diagnosticsGoogle ↗
OBSERVED
highly rated auto repair shopsGoogle ↗
OBSERVED
engine diagnostic repairGoogle ↗
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 4 queries…

Searches and sources

ChatGPT4 real searches · gpt-6
trustworthy independent auto repair mechanics Bloomington Minnesota Ford F-150 diagnostics reviews ASE certified Google ↗
independent auto repair Ford truck diagnostics Google ↗
highly rated auto repair shops Google ↗
engine diagnostic repair Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
trustworthy independent auto repair mechanics Bloomington Minnesota Ford F-150 diagnostics reviews ASE certified
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
independent auto repair Ford truck diagnostics
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
highly rated auto repair shops
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
engine diagnostic repair
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1