Is it possible to install radiant floor heating mats underneath engineered hardwood floors, or will the heat cause the planks to warp and gap over time in our drafty old house?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it possible to install radiant floor heating mats underneath engineered hardwood floors, or will the heat cause the planks to warp and gap over time in our drafty old house?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
engineered hardwood radiant floor heating manufacturer maximum surface temperature humidity installation guidelines NWFA Google ↗
radiant heating mats engineered wood flooring installation manufacturer approved systems thermostat floor sensor Google ↗
- Electric Floor Heating Mats for Wood or Vinyl · thermosoft.com
- Installation Guidelines · batesurfaces.com
- NATIONAL WOOD FLOORING ASSOCIATION TECHNICAL PUBLICATION · nwfa.org
- Radiant Heat · johnsonhardwood.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
engineered hardwood radiant floor heating manufacturer maximum surface temperature humidity installation guidelines NWFA OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
radiant heating mats engineered wood flooring installation manufacturer approved systems thermostat floor sensor OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |