Real ChatGPT answer · index seed3Rs0JJ0aJg8completeHome services and improvement · roofingcommercial
Whats the average cost for attic ventilation and insulation upgrades in a starter home to lower my monthly electric bill?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Whats the average cost for attic ventilation and insulation upgrades in a starter home to lower my monthly electric bill?
1 real search · 1 real-search pass
2026 attic insulation installation cost air sealing ventilation cost average United States ENERGY STAR attic insulation savingsGoogle ↗
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
2026 attic insulation installation cost air sealing ventilation cost average United States ENERGY STAR attic insulation savings Google ↗
- Methodology for Estimated Energy Savings · energystar.gov
- Rule Your Attic! For Comfort and Savings · energystar.gov
- Attic Insulation Project · energystar.gov