Real ChatGPT answer · index seedVQUzQVQgT3QcompleteHome services and improvement · solar panelshowto

Which roofing contractors in my region are actually certified to install integrated solar roof shingles without voiding the manufacturer warranty?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which roofing contractors in my region are actually certified to install integrated solar roof shingles without voiding the manufacturer warranty?
1 real search · 1 real-search pass
Greensboro NC certified installers GAF Timberline Solar CertainTeed Solstice Tesla Solar Roof roofing contractors 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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Greensboro NC certified installers GAF Timberline Solar CertainTeed Solstice Tesla Solar Roof roofing contractors warranty Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Greensboro NC certified installers GAF Timberline Solar CertainTeed Solstice Tesla Solar Roof roofing contractors warranty
OBSERVED
Google ↗
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