Real ChatGPT answer · index seed6HFPJwTJwDMcompleteHome services and improvement · roofingcomparison

Can you compare EPDM versus PVC flat roof membranes for my garage addition because the current roof failed during last night storm and I am getting quotes today

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare EPDM versus PVC flat roof membranes for my garage addition because the current roof failed during last night storm and I am getting quotes today
2 real searches · 1 real-search pass
EPDM vs PVC roofing membrane technical guidance seam durability ponding water manufacturerGoogle ↗
OBSERVEDComparison
Cincinnati Ohio flat roof EPDM PVC roofing installation costs residential garage 2026Google ↗
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 (2)
Short fact50%Other / navigationalComparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
EPDM vs PVC roofing membrane technical guidance seam durability ponding water manufacturer Google ↗
Cincinnati Ohio flat roof EPDM PVC roofing installation costs residential garage 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
EPDM vs PVC roofing membrane technical guidance seam durability ponding water manufacturer
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Cincinnati Ohio flat roof EPDM PVC roofing installation costs residential garage 2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1