Real ChatGPT answer · index seedSTPyCLE0HugcompleteHome services and improvement · solar panelscommercial

Is it true that monocrystalline panels perform better on cloudy days than polycrystalline panels, and does that matter for someone living in the Pacific Northwest?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it true that monocrystalline panels perform better on cloudy days than polycrystalline panels, and does that matter for someone living in the Pacific Northwest?
2 real searches · 1 real-search pass
monocrystalline vs polycrystalline solar panels performance diffuse light cloudy conditions efficiency NRELGoogle ↗
OBSERVEDComparison
Pacific Northwest solar photovoltaic cloudy climate annual solar production Seattle Portland NRELGoogle ↗
OBSERVEDReason

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)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

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
monocrystalline vs polycrystalline solar panels performance diffuse light cloudy conditions efficiency NREL Google ↗
Pacific Northwest solar photovoltaic cloudy climate annual solar production Seattle Portland NREL Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
monocrystalline vs polycrystalline solar panels performance diffuse light cloudy conditions efficiency NREL
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Pacific Northwest solar photovoltaic cloudy climate annual solar production Seattle Portland NREL
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1