Real ChatGPT answer · index seedmWCT1wqB1UscompleteHome services and improvement · roofinginformational

How do current prices for flat roof membrane options compare to traditional asphalt torch down methods for small residential projects

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do current prices for flat roof membrane options compare to traditional asphalt torch down methods for small residential projects
1 real search · 1 real-search pass
2026 2025 residential flat roof roofing cost per square foot installed EPDM TPO PVC modified bitumen torch down small roofGoogle ↗
OBSERVEDShort fact

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)
Short fact100%Other / navigationalComparisonConsequenceReasonDefinitionInstructionYes / no

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 2025 residential flat roof roofing cost per square foot installed EPDM TPO PVC modified bitumen torch down small roof Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 2025 residential flat roof roofing cost per square foot installed EPDM TPO PVC modified bitumen torch down small roof
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1