Real ChatGPT answer · index seed9l4lyEvqMV0completeAutomotive · car repair and maintenancecommercial

Can you compare Pep Boys commercial service plans against Firestone and Meineke for a small fleet of five delivery cars?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare Pep Boys commercial service plans against Firestone and Meineke for a small fleet of five delivery cars?
3 real searches · 1 real-search pass
Pep Boys commercial fleet service fleet maintenance program official business accounts pricing servicesGoogle ↗
OBSERVEDOther / navigational
Firestone Complete Auto Care commercial fleet maintenance program fleet services officialGoogle ↗
OBSERVEDOther / navigational
Meineke commercial fleet maintenance program fleet services officialGoogle ↗
OBSERVEDOther / navigational

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 (3)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Pep Boys commercial fleet service fleet maintenance program official business accounts pricing services Google ↗
Firestone Complete Auto Care commercial fleet maintenance program fleet services official Google ↗
Meineke commercial fleet maintenance program fleet services official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pep Boys commercial fleet service fleet maintenance program official business accounts pricing services
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Firestone Complete Auto Care commercial fleet maintenance program fleet services official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Meineke commercial fleet maintenance program fleet services official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1