Real ChatGPT answer · index seedL7RYFXQiWuEcompleteHome services and improvement · roofingcommercial

Can you recommend a checklist for vetting a local roofing contractor so I do not get scammed on my roof replacement?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you recommend a checklist for vetting a local roofing contractor so I do not get scammed on my roof replacement?
2 real searches · 1 real-search pass
Michigan roofing contractor license requirements residential roofing permit consumer protection contractor insurance officialGoogle ↗
OBSERVED
Michigan Attorney General home improvement contractor scams roofing storm damage contractor tipsGoogle ↗
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
Michigan roofing contractor license requirements residential roofing permit consumer protection contractor insurance official Google ↗
Michigan Attorney General home improvement contractor scams roofing storm damage contractor tips Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Michigan roofing contractor license requirements residential roofing permit consumer protection contractor insurance official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Michigan Attorney General home improvement contractor scams roofing storm damage contractor tips
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1