Real ChatGPT answer · index seedz2VcXqWqs7ocompleteHome services and improvement · solar panelsbrand
How do homeowners handle snow accumulation on flat roof solar arrays where gravity and sliding do not work?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do homeowners handle snow accumulation on flat roof solar arrays where gravity and sliding do not work?
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
flat roof solar photovoltaic snow removal guidance snow load panels manufacturer recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
NREL photovoltaic snow coverage snow removal flat roof solar array safety OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |