Real ChatGPT answer · index seedL7ehfEMRnTwcompleteTelecom and utilities · energy efficiencybrand

How reliable are the energy savings estimates provided by Home Depot energy calculator tools when choosing between different grades of attic insulation?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How reliable are the energy savings estimates provided by Home Depot energy calculator tools when choosing between different grades of attic insulation?
2 real searches · 1 real-search pass
Home Depot insulation energy savings calculator methodology assumptions attic R value savings estimateGoogle ↗
OBSERVEDInstruction
DOE ENERGY STAR attic insulation air sealing R-value energy savings calculator limitationsGoogle ↗
OBSERVEDReason

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)
Short factOther / navigationalComparisonConsequenceReason50%DefinitionInstruction50%Yes / no

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
Home Depot insulation energy savings calculator methodology assumptions attic R value savings estimate Google ↗
DOE ENERGY STAR attic insulation air sealing R-value energy savings calculator limitations Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Home Depot insulation energy savings calculator methodology assumptions attic R value savings estimate
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
DOE ENERGY STAR attic insulation air sealing R-value energy savings calculator limitations
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1