Real ChatGPT answer · index seedyY8otS8G8dYcompleteHome services and improvement · roofingcommercial

What are the current manufacturer rebates and federal tax credits available for upgrading home insulation and ventilation during a roof replacement?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the current manufacturer rebates and federal tax credits available for upgrading home insulation and ventilation during a roof replacement?
3 real searches · 1 real-search pass
2026 federal tax credits home insulation ventilation 25C expiration 2025 law 2026Google ↗
OBSERVEDReason
2026 manufacturer rebates insulation attic ventilation roof replacement HVAC ventilation products rebates Virginia Dominion EnergyGoogle ↗
OBSERVEDReason
2026 Virginia home energy rebates insulation ventilation Home Efficiency Rebates program statusGoogle ↗
OBSERVEDReason

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 (3)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2026 federal tax credits home insulation ventilation 25C expiration 2025 law 2026 Google ↗
2026 manufacturer rebates insulation attic ventilation roof replacement HVAC ventilation products rebates Virginia Dominion Energy Google ↗
2026 Virginia home energy rebates insulation ventilation Home Efficiency Rebates program status Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal tax credits home insulation ventilation 25C expiration 2025 law 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2026 manufacturer rebates insulation attic ventilation roof replacement HVAC ventilation products rebates Virginia Dominion Energy
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2026 Virginia home energy rebates insulation ventilation Home Efficiency Rebates program status
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1