Real ChatGPT answer · index seedTZrWZNZnYjQcompleteHome services and improvement · roofingcommercial

Is it better to hire a large regional roofing franchise or a small local family-owned business in my town for a full tear-off and replacement?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is it better to hire a large regional roofing franchise or a small local family-owned business in my town for a full tear-off and replacement?
1 real search · 1 real-search pass
New Jersey roofing contractor registration requirements home improvement contractor roof replacement consumer checklist officialGoogle ↗
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
New Jersey roofing contractor registration requirements home improvement contractor roof replacement consumer checklist official Google ↗
  1. NJ Division of Consumer Affairs · njconsumeraffairs.gov
  2. Pages · njconsumeraffairs.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New Jersey roofing contractor registration requirements home improvement contractor roof replacement consumer checklist official
OBSERVED
Google ↗
AI Mode ↗
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