Real ChatGPT answer · index seedMuohWyH62m8completeHome services and improvement · roofingcomparison

Is it better to hire a local roofer or use a national company like Home Depot for replacing my old roof with architectural shingles?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is it better to hire a local roofer or use a national company like Home Depot for replacing my old roof with architectural shingles?
2 real searches · 1 real-search pass
Home Depot roof installation third party contractors roofing warranty process officialGoogle ↗
OBSERVED
Missouri roofing contractor licensing requirements St Louis permits roof replacement insurance contractor verificationGoogle ↗
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
Home Depot roof installation third party contractors roofing warranty process official Google ↗
Missouri roofing contractor licensing requirements St Louis permits roof replacement insurance contractor verification Google ↗
  1. Roofing Requirements — Missouri · compliance.thereadydocs.app
  2. Apply for a Construction · stlouis-mo.gov
  3. Home Services Contractors · homedepot.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Home Depot roof installation third party contractors roofing warranty process official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Missouri roofing contractor licensing requirements St Louis permits roof replacement insurance contractor verification
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1