Real ChatGPT answer · index seedC6O8wQEO8S0completeTelecom and utilities · electricity providersinformational

What simple DIY insulation projects make the biggest difference in keeping my electricity bills manageable during both freezing winters and scorching summers?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What simple DIY insulation projects make the biggest difference in keeping my electricity bills manageable during both freezing winters and scorching summers?
1 real search · 1 real-search pass
DOE Energy Saver DIY air sealing weatherstripping attic insulation window insulation summer winter energy billsGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / 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
DOE Energy Saver DIY air sealing weatherstripping attic insulation window insulation summer winter energy bills Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
DOE Energy Saver DIY air sealing weatherstripping attic insulation window insulation summer winter energy bills
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
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