Real ChatGPT answer · index seedP7TRmWIxv6UcompleteHome services and improvement · roofingcomparison
CertainTeed Flintlastic SA roll roofing vs traditional torch down membranes for low slope commercial roof additions
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
CertainTeed Flintlastic SA roll roofing vs traditional torch down membranes for low slope commercial roof additions
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
CertainTeed Flintlastic SA product data installation guide minimum slope substrate temperature commercial roofing warranty Google ↗
CertainTeed Flintlastic torch applied modified bitumen product data installation guide low slope roof Google ↗
- Flintlastic SA · certainteed.com
- Flintlastic® SA PlyBase · certainteed.com
- Flintlastic® GTA-FR · certainteed.com
- Flintlastic® SA Cap Sheet · buildsite.com
- Flintlastic Installation Instruction · certainteed.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CertainTeed Flintlastic SA product data installation guide minimum slope substrate temperature commercial roofing warranty OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CertainTeed Flintlastic torch applied modified bitumen product data installation guide low slope roof OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |