Real ChatGPT answer · index seedffrffRKHrUUcompleteHome services and improvement · roofinginformational
Are there any specific energy efficient shingle rebates or tax credits available this year in Ohio for families upgrading their residential roofing?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any specific energy efficient shingle rebates or tax credits available this year in Ohio for families upgrading their residential roofing?
3 real searches · 1 real-search pass
Ohio energy efficient roofing shingles rebates tax credits 2026 residential roof Ohio state utility programsGoogle ↗
OBSERVEDComparison
IRS 2026 residential energy efficient home improvement credit roofing shingles Section 25C expiration 2025Google ↗
OBSERVEDConsequence
Ohio utility rebates cool roof shingles residential roofing rebate 2026Google ↗
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)
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
Ohio energy efficient roofing shingles rebates tax credits 2026 residential roof Ohio state utility programs Google ↗
IRS 2026 residential energy efficient home improvement credit roofing shingles Section 25C expiration 2025 Google ↗
Ohio utility rebates cool roof shingles residential roofing rebate 2026 Google ↗
- Energy Efficient Home Improvement Credit · irs.gov
- Instructions for Form 5695 (2025) · irs.gov
- Home energy tax credits · irs.gov
- Home Energy Savings Program · development.ohio.gov
- Ohio Home Weatherization Assistance Program · puco.ohio.gov
- HELP Program · aepohio.com
- Electric Partnership Plan (EPP) · puco.ohio.gov
- Utility Assistance · occ.ohio.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ohio energy efficient roofing shingles rebates tax credits 2026 residential roof Ohio state utility programs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
IRS 2026 residential energy efficient home improvement credit roofing shingles Section 25C expiration 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Ohio utility rebates cool roof shingles residential roofing rebate 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |