Real ChatGPT answer · index seedfwifj3UhxGocompleteHome services and improvement · roofingcommercial
My current roof is ten years old and I want to add solar panels this month, should I replace the shingles first and who specializes in this combo?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My current roof is ten years old and I want to add solar panels this month, should I replace the shingles first and who specializes in this combo?
1 real search · 1 real-search pass
Dallas Texas solar roofing companies roof replacement and solar installation same contractor 2026Google ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Dallas Texas solar roofing companies roof replacement and solar installation same contractor 2026 Google ↗
- Good Faith Energy · goodfaithenergy.com
- Company website · classicroofing.com
- Solarize · mysolarize.com
- Texas Department of Licensing & Regulation · tdlr.texas.gov
- FAQs for modification of sections 25C, 25D, 25E, 30C, 30D, 45L, 45W, AND 179D under Public Law 119-21, 139 Stat. 72 (July 4, 2025), commonly known as the One, Big, Beautiful Bill (OBBB) · irs.gov
- Residential Clean Energy Credit · irs.gov