Real ChatGPT answer · index seedOPUQxcPsBvgcompleteHome services and improvement · roofingcommercial
Which flat roof membrane option handles extreme summer heat the best while keeping cooling bills low for someone working from home all day?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which flat roof membrane option handles extreme summer heat the best while keeping cooling bills low for someone working from home all day?
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). 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
white TPO PVC EPDM flat roof membrane solar reflectance energy savings hot climates comparison Google ↗
ENERGY STAR cool roof products low slope roofing reflectance emittance TPO PVC Google ↗
- Cool Roofs · energystar.gov
- Using Cool Roofs to Reduce Heat Islands · epa.gov
- Product Comparison · coolcalifornia.arb.ca.gov
- Cool Roof Rating Council product directory · coolroofs.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
white TPO PVC EPDM flat roof membrane solar reflectance energy savings hot climates comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR cool roof products low slope roofing reflectance emittance TPO PVC OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |