Real ChatGPT answer · index seedmRKqxv4zWbscompleteHome services and improvement · roofingcomparison

Between PVC and TPO flat roof membrane options, which one holds up better to UV rays over a ten year period on a commercial style apartment roof

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Between PVC and TPO flat roof membrane options, which one holds up better to UV rays over a ten year period on a commercial style apartment roof
2 real searches · 1 real-search pass
PVC vs TPO roofing membrane UV resistance long term weathering comparison manufacturer technical dataGoogle ↗
OBSERVED
TPO PVC roofing membrane accelerated UV aging ASTM G154 comparison commercial roofGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
PVC vs TPO roofing membrane UV resistance long term weathering comparison manufacturer technical data Google ↗
TPO PVC roofing membrane accelerated UV aging ASTM G154 comparison commercial roof Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
PVC vs TPO roofing membrane UV resistance long term weathering comparison manufacturer technical data
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
TPO PVC roofing membrane accelerated UV aging ASTM G154 comparison commercial roof
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1