Real ChatGPT answer · index seeds4rCmQj3lRscompleteHome services and improvement · roofinginformational

Are cool roof coating benefits eligible for any federal tax credits or rebates if I have the work done and paid for before the end of this month?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are cool roof coating benefits eligible for any federal tax credits or rebates if I have the work done and paid for before the end of this month?
2 real searches · 1 real-search pass
IRS 2026 Energy Efficient Home Improvement Credit 25C termination December 31 2025 cool roof roofing materials 2026Google ↗
OBSERVEDConsequence
2026 federal tax credits rebates cool roof coating residential roof coating federal programGoogle ↗
OBSERVEDConsequence

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 (2)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 2026 Energy Efficient Home Improvement Credit 25C termination December 31 2025 cool roof roofing materials 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
2026 federal tax credits rebates cool roof coating residential roof coating federal program
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1