Real ChatGPT answer · index seedrDBDyx0YSwccompleteHome services and improvement · flooringcomparison

Is it worth the extra money to install radiant floor heating under engineered hardwood or is luxury vinyl better at conducting heat?

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 worth the extra money to install radiant floor heating under engineered hardwood or is luxury vinyl better at conducting heat?
1 real search · 1 real-search pass
engineered hardwood vs luxury vinyl plank thermal resistance radiant floor heating manufacturer guidance maximum floor temperatureGoogle ↗
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
engineered hardwood vs luxury vinyl plank thermal resistance radiant floor heating manufacturer guidance maximum floor temperature Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
engineered hardwood vs luxury vinyl plank thermal resistance radiant floor heating manufacturer guidance maximum floor temperature
OBSERVED
Google ↗
AI Mode ↗
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