Real ChatGPT answer · index seedNzehX0xlSa4completeTelecom and utilities · energy efficiencyinformational

What R-value insulation does Home Depot recommend for exterior walls in cold winter climates to keep heating bills down?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What R-value insulation does Home Depot recommend for exterior walls in cold winter climates to keep heating bills down?
1 real search · 1 real-search pass
site:homedepot.com insulation R-value exterior walls cold climates R-13 R-21 recommendationsGoogle ↗
OBSERVEDOther / navigational

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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
site:homedepot.com insulation R-value exterior walls cold climates R-13 R-21 recommendations Google ↗
  1. 16 Inch vs. 24 Inch Framing Wall Studs · homedepot.com
  2. Exterior Wall - Insulation · homedepot.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:homedepot.com insulation R-value exterior walls cold climates R-13 R-21 recommendations
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
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