Real ChatGPT answer · index seedbDWPxWvIymUcompleteHome services and improvement · roofingcommercial

What are the best energy-efficient shingle options currently on the market that might qualify for local utility rebates or tax credits?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best energy-efficient shingle options currently on the market that might qualify for local utility rebates or tax credits?
1 real search · 1 real-search pass
2026 current federal tax credit cool roof shingles residential energy tax credit 25C 2026 IRS; Virginia utility rebates cool roof roofing shingles Dominion Energy NOVEC Ashburn 2026; Virginia energy efficiency rebates roof replacement cool roof shingles local utility 2026Google ↗
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 current federal tax credit cool roof shingles residential energy tax credit 25C 2026 IRS; Virginia utility rebates cool roof roofing shingles Dominion Energy NOVEC Ashburn 2026; Virginia energy efficiency rebates roof replacement cool roof shingles local utility 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 current federal tax credit cool roof shingles residential energy tax credit 25C 2026 IRS; Virginia utility rebates cool roof roofing shingles Dominion Energy NOVEC Ashburn 2026; Virginia energy efficiency rebates roof replacement cool roof shingles local utility 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1