Real ChatGPT answer · index seedaxkuid0h1QAcompleteHome services and improvement · solar panelscomparison
Is it cheaper to upgrade my roof structure for heavy solar panels or should I just stick to lighter, cheaper standard panels that avoid reinforcement costs?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it cheaper to upgrade my roof structure for heavy solar panels or should I just stick to lighter, cheaper standard panels that avoid reinforcement costs?
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
residential rooftop solar panel weight structural roof load engineering snow wind loads guidance NREL Google ↗
solar panel efficiency weight comparison residential modules kg per square meter manufacturer datasheet Google ↗
- Roof Anchor System for Solar Panels · basc.pnnl.gov
- Technical Report · nrel.gov
- Integration of Rooftop · nrel.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
residential rooftop solar panel weight structural roof load engineering snow wind loads guidance NREL OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
solar panel efficiency weight comparison residential modules kg per square meter manufacturer datasheet OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |