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What is the best tilt angle for solar panels on a flat commercial roof in Texas if we are ballasting the mounts this morning
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The searches the AI actually ran for this prompt.
SEED QUERY
What is the best tilt angle for solar panels on a flat commercial roof in Texas if we are ballasting the mounts this morning
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
Texas commercial flat roof ballasted solar mounting recommended tilt angle wind ballast engineering NREL rooftop PV Google ↗
NREL PVWatts optimal fixed tilt Texas latitude commercial rooftop low tilt ballasted systems wind load Google ↗
- Best Practices for Operation and · nrel.gov
- REopt Lite User Manual · nrel.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Texas commercial flat roof ballasted solar mounting recommended tilt angle wind ballast engineering NREL rooftop PV OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
NREL PVWatts optimal fixed tilt Texas latitude commercial rooftop low tilt ballasted systems wind load OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |