Real ChatGPT answer · index seedSJ9IFmH6SoQcompleteHome services and improvement · roofingbrand

How do I deal with a contractor who installed Tamko heritage shingles without adding the proper attic ventilation I paid for

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I deal with a contractor who installed Tamko heritage shingles without adding the proper attic ventilation I paid for
2 real searches · 1 real-search pass
New York Attorney General home improvement contractor complaint written contract workmanship dispute ventilation roofing consumer protectionGoogle ↗
OBSERVED
TAMKO Heritage shingles installation instructions attic ventilation net free area warrantyGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
New York Attorney General home improvement contractor complaint written contract workmanship dispute ventilation roofing consumer protection Google ↗
TAMKO Heritage shingles installation instructions attic ventilation net free area warranty Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New York Attorney General home improvement contractor complaint written contract workmanship dispute ventilation roofing consumer protection
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
TAMKO Heritage shingles installation instructions attic ventilation net free area warranty
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1