Real ChatGPT answer · index seedHZR3crgiqvgcompleteAutomotive · car repair and maintenancecomparison

What is the price difference between changing my own engine air filter versus letting the quick lube place do it during an oil change

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the price difference between changing my own engine air filter versus letting the quick lube place do it during an oil change
1 real search · 1 real-search pass
2026 average engine air filter replacement cost DIY filter price quick lube shop labor cost United StatesGoogle ↗
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
2026 average engine air filter replacement cost DIY filter price quick lube shop labor cost United States Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 average engine air filter replacement cost DIY filter price quick lube shop labor cost United States
OBSERVED
Google ↗
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