Real ChatGPT answer · index seedAhaBCpSCcDscompleteHome services and improvement · roofingcomparison
Is a modified bitumen torch down roof still a viable option compared to modern TPO for a low slope residential roof replacement?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a modified bitumen torch down roof still a viable option compared to modern TPO for a low slope residential roof replacement?
2 real searches · 1 real-search pass
California residential low slope roof replacement cool roof requirements Title 24 2025 TPO modified bitumen torch applied fire safety manufacturer guidanceGoogle ↗
OBSERVEDInstruction
NRCA modified bitumen roofing TPO membrane low slope roof installation maintenance comparisonGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
California residential low slope roof replacement cool roof requirements Title 24 2025 TPO modified bitumen torch applied fire safety manufacturer guidance Google ↗
NRCA modified bitumen roofing TPO membrane low slope roof installation maintenance comparison Google ↗
- CA Title 24 · coolroofs.org
- 2025 CF1R-ALT-01-E Prescriptive Alterations Building · energy.ca.gov
- Low slope - California’s Title 24 · coolcalifornia.arb.ca.gov
- R905 Requirements for Roof Coverings · gocodebook.com
- 1512 Reroofing · gocodebook.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
California residential low slope roof replacement cool roof requirements Title 24 2025 TPO modified bitumen torch applied fire safety manufacturer guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
NRCA modified bitumen roofing TPO membrane low slope roof installation maintenance comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |