Real ChatGPT answer · index seedxRhmCukLybYcompleteTelecom and utilities · energy efficiencycomparison

Can you compare the energy savings of upgrading my old double pane windows versus adding blow in cellulose insulation to my attic

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the energy savings of upgrading my old double pane windows versus adding blow in cellulose insulation to my attic
1 real search · 1 real-search pass
New Hampshire attic insulation recommended R-value R-49 R-60 energy savings windows replacement energy savings DOE ENERGY STARGoogle ↗
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
New Hampshire attic insulation recommended R-value R-49 R-60 energy savings windows replacement energy savings DOE ENERGY STAR Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New Hampshire attic insulation recommended R-value R-49 R-60 energy savings windows replacement energy savings DOE ENERGY STAR
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1