Real ChatGPT answer · index seed77Ei4Xn2uxMcompleteHome services and improvement · roofingcomparison
My flat roof is leaking into the master bedroom right now should I go with EPDM rubber or TPO membrane for a quick residential replacement in New England weather
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My flat roof is leaking into the master bedroom right now should I go with EPDM rubber or TPO membrane for a quick residential replacement in New England weather
2 real searches · 1 real-search pass
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)
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
EPDM vs TPO roofing cold climates freeze thaw residential flat roof manufacturer technical guidance Google ↗
New England flat roof emergency leak temporary repair safety roof water intrusion electrician Google ↗
- Flashing of Penetrations in Existing Roofs · basc.pnnl.gov
- Single-Ply Roof Membrane Types and Comparison · gaf.com
- TPO vs. EPDM: What's the Difference? · callroofdoctors.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
EPDM vs TPO roofing cold climates freeze thaw residential flat roof manufacturer technical guidance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
New England flat roof emergency leak temporary repair safety roof water intrusion electrician OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |