Real ChatGPT answer · index seedj4VCWyJSxCMcompleteHome services and improvement · roofinginformational
Is it possible to coat an aging modified bitumen flat roof with a reflective cool roof product instead of a full replacement?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it possible to coat an aging modified bitumen flat roof with a reflective cool roof product instead of a full replacement?
2 real searches · 1 real-search pass
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). 2 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
manufacturer technical guidance silicone roof coating over modified bitumen APP SBS membrane preparation ponding water Google ↗
NRCA roof coating restoration modified bitumen roof inspection moisture saturation coating guidance Google ↗
- . · nrca.net
- 8.3 Installation · nrca.net
- Silicone Roof Coating System over Asphaltic · gaf.com
- Silicone MB System · neogard.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
manufacturer technical guidance silicone roof coating over modified bitumen APP SBS membrane preparation ponding water OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
NRCA roof coating restoration modified bitumen roof inspection moisture saturation coating guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |