Hey, what are the best flat roof membrane options for a modern small addition, and how do they compare in price for someone with entry-level savings?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Hey, what are the best flat roof membrane options for a modern small addition, and how do they compare in price for someone with entry-level savings?
1 real search · 1 real-search pass
2026 flat roof membrane roofing cost per square foot installed EPDM TPO modified bitumen residentialGoogle ↗
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
2026 flat roof membrane roofing cost per square foot installed EPDM TPO modified bitumen residential Google ↗
- Residential Flat Roofs: Material Options & 2026 Cost · theroofingbrief.com
- How Much Does a Flat Roof Replacement Cost? (2026) · homeguide.com
- Residential Flat Roofs: Material Options & 2026 Cost · theroofingbrief.com
- Flat Roof Replacement Cost 2026 (Per Sq Ft) · theroofingbrief.com