Real ChatGPT answer · index seed2y0yYkEuEJIcompleteHome services and improvement · solar panelsbrand

My neighbor said polycrystalline panels degrade faster in hot weather, is that true for our climate zone?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My neighbor said polycrystalline panels degrade faster in hot weather, is that true for our climate zone?
3 real searches · 1 real-search pass
polycrystalline vs monocrystalline solar panel degradation heat temperature coefficient long term degradation NRELGoogle ↗
OBSERVED
Leming Texas IECC climate zone 2A hot humid solar climateGoogle ↗
OBSERVED
NREL photovoltaic module degradation rates heat temperature operating temperature field studyGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
polycrystalline vs monocrystalline solar panel degradation heat temperature coefficient long term degradation NREL Google ↗
Leming Texas IECC climate zone 2A hot humid solar climate Google ↗
NREL photovoltaic module degradation rates heat temperature operating temperature field study Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
polycrystalline vs monocrystalline solar panel degradation heat temperature coefficient long term degradation NREL
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Leming Texas IECC climate zone 2A hot humid solar climate
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
NREL photovoltaic module degradation rates heat temperature operating temperature field study
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1