Real ChatGPT answer · index seedKxiu96x1rL0completeHome services and improvement · roofingcommercial
What is the current material lead time for commercial TPO roofing membrane rolls and accessories from major suppliers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the current material lead time for commercial TPO roofing membrane rolls and accessories from major suppliers?
3 real searches · 1 real-search pass
2026 commercial TPO roofing membrane lead times supplier availability GAF Carlisle Elevate Johns Manville VersicoGoogle ↗
OBSERVEDOther / navigational
TPO roofing membrane accessories lead times distributor 2026 United StatesGoogle ↗
OBSERVEDOther / navigational
commercial roofing distributor TPO membrane stock lead time Northeast United States GAF Carlisle Elevate Johns Manville VersicoGoogle ↗
OBSERVEDOther / navigational
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
2026 commercial TPO roofing membrane lead times supplier availability GAF Carlisle Elevate Johns Manville Versico Google ↗
TPO roofing membrane accessories lead times distributor 2026 United States Google ↗
commercial roofing distributor TPO membrane stock lead time Northeast United States GAF Carlisle Elevate Johns Manville Versico Google ↗
- Power Construction_Market Analysis_Q2 2026 - Flipbook by Power Marketing · fliphtml5.com
- Construction Material Lead Times (July 2026) · shallot-violin-hew3.squarespace.com
- Q3 2026 Market Conditions Report · dpr.com
- Carlisle SynTec · carlislesyntec.com
- Elevate Commercial Roofing · elevatecommercialbp.com
- GAF Commercial Roofing · gaf.com
- JM Commercial Roofing · jm.com
- Versico · versico.com
- EverGuard TPO Color Membranes · dev.gaf.com
- Roofing | Wholesale Stocking Distributor · jandssupply.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 commercial TPO roofing membrane lead times supplier availability GAF Carlisle Elevate Johns Manville Versico OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
TPO roofing membrane accessories lead times distributor 2026 United States OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
commercial roofing distributor TPO membrane stock lead time Northeast United States GAF Carlisle Elevate Johns Manville Versico OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |