Real ChatGPT answer · index seedIX7iG6nlBD0completeHome services and improvement · contractors and remodelingcommercial

Can you list local contractors who have verified experience installing radiant floor heating systems beneath hardwood flooring?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you list local contractors who have verified experience installing radiant floor heating systems beneath hardwood flooring?
1 real search · 1 real-search pass
Dallas TX contractors radiant floor heating under hardwood flooring installation experienceGoogle ↗
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
Dallas TX contractors radiant floor heating under hardwood flooring installation experience Google ↗
  1. Thumbtack contractor profile · thumbtack.com
  2. Houzz contractor listing · houzz.com
  3. View Woodwright's hardwood installation document · materialbank-cdn.global.ssl.fastly.net

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Dallas TX contractors radiant floor heating under hardwood flooring installation experience
OBSERVED
Google ↗
AI Mode ↗
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