Real ChatGPT answer · index seedQvuhv3ZTC6QcompleteTelecom and utilities · energy efficiencycomparison

Is it better to upgrade our old double pane windows to triple pane glass or invest in thermal shades for our storefront?

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 better to upgrade our old double pane windows to triple pane glass or invest in thermal shades for our storefront?
1 real search · 1 real-search pass
ENERGY STAR window replacement triple pane versus double pane energy savings cellular shades thermal window coverings commercial storefront California climateGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
ENERGY STAR window replacement triple pane versus double pane energy savings cellular shades thermal window coverings commercial storefront California climate Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ENERGY STAR window replacement triple pane versus double pane energy savings cellular shades thermal window coverings commercial storefront California climate
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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