Real ChatGPT answer · index seeds6bPml7537AcompleteHome services and improvement · roofinginformational

Do cool roof coatings really qualify for energy tax credits this year, and does that offset the cost of professional application?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Do cool roof coatings really qualify for energy tax credits this year, and does that offset the cost of professional application?
3 real searches · 1 real-search pass
2026 federal tax credit cool roof coating IRS residential commercial 25C 179D eligibility 2026Google ↗
OBSERVEDYes / no
IRS 2025 One Big Beautiful Bill 25C termination December 31 2025 energy efficient home improvement creditGoogle ↗
OBSERVEDOther / navigational
Rhode Island 2026 cool roof coating rebate tax incentive energy efficiencyGoogle ↗
OBSERVEDComparison

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 / navigational33%Comparison33%ConsequenceReasonDefinitionInstructionYes / no33%

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 credit cool roof coating IRS residential commercial 25C 179D eligibility 2026 Google ↗
IRS 2025 One Big Beautiful Bill 25C termination December 31 2025 energy efficient home improvement credit Google ↗
Rhode Island 2026 cool roof coating rebate tax incentive energy efficiency Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal tax credit cool roof coating IRS residential commercial 25C 179D eligibility 2026
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
IRS 2025 One Big Beautiful Bill 25C termination December 31 2025 energy efficient home improvement credit
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Rhode Island 2026 cool roof coating rebate tax incentive energy efficiency
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1