Real ChatGPT answer · index seed7mgNbLt3jT0completeHome services and improvement · solar panelshowto
Are bifacial monocrystalline modules worth the extra BOS cost on a residential pitched roof with white TPO membrane, or should I stick with standard mono half-cut cells?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are bifacial monocrystalline modules worth the extra BOS cost on a residential pitched roof with white TPO membrane, or should I stick with standard mono half-cut cells?
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
bifacial solar modules pitched roof residential rooftop rear side gain white membrane TPO albedo study Google ↗
NREL bifacial photovoltaic rooftop white roof membrane rear irradiance tilt clearance bifacial gain Google ↗
- Outdoor Performance Test of Bifacial n-Type Silicon Photovoltaic Modules · mdpi.com
- <visual_element id="e1"> · jbyrne.org
- Module · samrepo.nlr.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
bifacial solar modules pitched roof residential rooftop rear side gain white membrane TPO albedo study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NREL bifacial photovoltaic rooftop white roof membrane rear irradiance tilt clearance bifacial gain OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |