Real ChatGPT answer · index seed8dF0bisoCNocompleteHome services and improvement · roofinglocal

I live in Kenner and need to find a licensed local roofer who offers free estimates and financing options for seniors

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

The searches the AI actually ran for this prompt.

SEED QUERY
I live in Kenner and need to find a licensed local roofer who offers free estimates and financing options for seniors
1 real search · 1 real-search pass
Kenner Louisiana roofing contractor licensed free estimates financing seniorsGoogle ↗
OBSERVEDComparison

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.

ChatGPT real searches (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Kenner Louisiana roofing contractor licensed free estimates financing seniors Google ↗
  1. View company details and reviews · angi.com
  2. Visit roofing and financing information · zuppardosrenovations.com
  3. Visit official website · americanmenroofing.com
  4. Visit official website · peraltarenovations.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kenner Louisiana roofing contractor licensed free estimates financing seniors
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1