Real ChatGPT answer · index seeda1QuxcWKMH4completeTelecom and utilities · energy efficiencyhowto

Are thermal insulating curtains actually effective at reducing heat loss in the winter, or is it a waste of money for a budget makeover?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are thermal insulating curtains actually effective at reducing heat loss in the winter, or is it a waste of money for a budget makeover?
2 real searches · 1 real-search pass
thermal curtains effectiveness reduce heat loss winter energy.gov insulating window coverings R-value studyGoogle ↗
OBSERVEDComparison
thermal curtains vs window film weatherstripping cost effectiveness winter heat lossGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
thermal curtains effectiveness reduce heat loss winter energy.gov insulating window coverings R-value study Google ↗
thermal curtains vs window film weatherstripping cost effectiveness winter heat loss Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
thermal curtains effectiveness reduce heat loss winter energy.gov insulating window coverings R-value study
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
thermal curtains vs window film weatherstripping cost effectiveness winter heat loss
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1