Real ChatGPT answer · index seedjazKzuXlvFYcompleteHome services and improvement · roofingbrand

What should I look for in reviews before hiring a local roofing company through Angi or Yelp for a sudden leak?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What should I look for in reviews before hiring a local roofing company through Angi or Yelp for a sudden leak?
1 real search · 1 real-search pass
how to choose roofing contractor emergency roof leak reviews verify license insurance written estimate workmanship warranty consumer adviceGoogle ↗
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
how to choose roofing contractor emergency roof leak reviews verify license insurance written estimate workmanship warranty consumer advice Google ↗
  1. Selecting a Contractor · nrca.net
  2. BBB Tip: Roofing contractors · bbb.org
  3. Avoiding predatory roofing scams · ncdoi.gov
  4. Roofing Buying Guide · consumerreports.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
how to choose roofing contractor emergency roof leak reviews verify license insurance written estimate workmanship warranty consumer advice
OBSERVED
Google ↗
AI Mode ↗
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