Real ChatGPT answer · index seedXVmKj5Byg6AcompleteHome services and improvement · roofinginformational

Which flat roof membrane holds up best against heavy foot traffic if I want to turn my apartment building roof into a mini deck

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which flat roof membrane holds up best against heavy foot traffic if I want to turn my apartment building roof into a mini deck
2 real searches · 1 real-search pass
best flat roof membrane pedestrian rooftop terrace heavy foot traffic PVC TPO EPDM protection pavers manufacturer guidanceGoogle ↗
OBSERVEDComparison
Florida building code rooftop deck existing apartment building roof live load waterproofing assembly requirementsGoogle ↗
OBSERVEDInstruction

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)
Short factOther / navigationalComparison50%ConsequenceReasonDefinitionInstruction50%Yes / no

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
best flat roof membrane pedestrian rooftop terrace heavy foot traffic PVC TPO EPDM protection pavers manufacturer guidance Google ↗
Florida building code rooftop deck existing apartment building roof live load waterproofing assembly requirements Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best flat roof membrane pedestrian rooftop terrace heavy foot traffic PVC TPO EPDM protection pavers manufacturer guidance
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Florida building code rooftop deck existing apartment building roof live load waterproofing assembly requirements
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1