Real ChatGPT answer · index seedsWVdazX8s0scompleteHome services and improvement · roofingcommercial
Are cool roof coatings actually worth the upfront price for lowering summer electric bills in a small single family house on a strict budget
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are cool roof coatings actually worth the upfront price for lowering summer electric bills in a small single family house on a strict budget
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
cool roof coatings residential energy savings cost effectiveness California hot climate homeowner guidance Google ↗
cool roof coating cost savings residential electricity bills hot climate Los Angeles DOE cool roofs coating payback existing roof Google ↗
- Consumer Guide to Cool Roofs · energy.gov
- For Home and Building Owners · coolroofs.org
- Cost and Cost Effectiveness · efiling.energy.ca.gov
- Cool Roofs and Walls to Reduce Heat Gain · basc.pnnl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cool roof coatings residential energy savings cost effectiveness California hot climate homeowner guidance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
cool roof coating cost savings residential electricity bills hot climate Los Angeles DOE cool roofs coating payback existing roof OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |