Real ChatGPT answer · index seedJTRo4gj9BuIcompleteHome services and improvement · solar panelscommercial
My contractor is pushing polycrystalline instead of monocrystalline for a last-minute panel addition today to save money is it worth the lower efficiency
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My contractor is pushing polycrystalline instead of monocrystalline for a last-minute panel addition today to save money is it worth the lower efficiency
1 real search · 1 real-search pass
NREL monocrystalline polycrystalline silicon solar panel efficiency comparison module efficiency degradation compatibility retrofit additionGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
NREL monocrystalline polycrystalline silicon solar panel efficiency comparison module efficiency degradation compatibility retrofit addition Google ↗
- PV Cells 101: A Primer on the Solar Photovoltaic Cell · energy.gov
- Crystalline Silicon Photovoltaics Research · energy.gov