Real ChatGPT answer · index seedt2ZWbtF43q0completeHome services and improvement · roofinghowto

Some guy knocked on my door yesterday claiming to be an approved roofing contractor for our neighborhood and offered to inspect my shingles for free, but how can I verify his license and check local reviews before I let him anywhere near the property?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Some guy knocked on my door yesterday claiming to be an approved roofing contractor for our neighborhood and offered to inspect my shingles for free, but how can I verify his license and check local reviews before I let him anywhere near the property?
2 real searches · 1 real-search pass
Delaware roofing contractor license verification home improvement contractor registration officialGoogle ↗
OBSERVED
roofing contractors Bear Delaware customer reviews BBBGoogle ↗
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
Delaware roofing contractor license verification home improvement contractor registration official Google ↗
roofing contractors Bear Delaware customer reviews BBB Google ↗
  1. Search Delaware's contractor registry · contractorregistry.delaware.gov
  2. BBB roofing contractors in Bear, DE · bbb.org
  3. Google Maps roofing reviews · google.com
  4. Birdeye roofing reviews in Bear · reviews.birdeye.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Delaware roofing contractor license verification home improvement contractor registration official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
roofing contractors Bear Delaware customer reviews BBB
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1