Real ChatGPT answer · index seedHgyYUvu8CtgcompleteHome services and improvement · roofinglocal

How much money will upgrading my attic insulation actually save me on my monthly energy bill in Massachusetts?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much money will upgrading my attic insulation actually save me on my monthly energy bill in Massachusetts?
3 real searches · 1 real-search pass
Massachusetts attic insulation energy savings percentage heating cooling Mass Save officialGoogle ↗
OBSERVED
Massachusetts residential electricity natural gas heating costs energy prices 2026 EIAGoogle ↗
OBSERVED
Mass Save insulation rebates 2026 attic insulation 75% 100% officialGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Massachusetts attic insulation energy savings percentage heating cooling Mass Save official Google ↗
Massachusetts residential electricity natural gas heating costs energy prices 2026 EIA Google ↗
Mass Save insulation rebates 2026 attic insulation 75% 100% official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Massachusetts attic insulation energy savings percentage heating cooling Mass Save official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Massachusetts residential electricity natural gas heating costs energy prices 2026 EIA
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Mass Save insulation rebates 2026 attic insulation 75% 100% official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1