Real ChatGPT answer · index seedcpBOxxol7OwcompleteTelecom and utilities · energy efficiencycommercial
Are solar roof shingles durable enough to handle heavy hail storms and still lower my monthly electric bill
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are solar roof shingles durable enough to handle heavy hail storms and still lower my monthly electric bill
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
solar shingles hail resistance UL 2218 Class 4 GAF Timberline Solar Tesla Solar Roof hail rating warranties Google ↗
San Antonio Texas residential solar electricity rates net metering CPS Energy solar buyback 2026 Google ↗
- GAF Energy Timberline Solar® ES 2: Solar Shingles · uat.gaf.com
- CCRR-0580 - GAF Energy LLC - Timberline Solar TLS-2 BIPV Roof System - Listing · bpdirectory.intertek.com
- Timberline Solar® ES · gaf.com
- DSIRE - Database of State Incentives for Renewables & Efficiency · programs.dsireusa.org
- Understanding Your CPS Energy Bill · cpsenergy.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
solar shingles hail resistance UL 2218 Class 4 GAF Timberline Solar Tesla Solar Roof hail rating warranties OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
San Antonio Texas residential solar electricity rates net metering CPS Energy solar buyback 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |