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Is it true that monocrystalline panels degrade much slower over twenty five years than polycrystalline options and how does that affect my long term savings

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 degrade much slower over twenty five years than polycrystalline options and how does that affect my long term savings
2 real searches · 1 real-search pass
monocrystalline vs polycrystalline solar panel degradation rate 25 years study NREL degradation rateGoogle ↗
OBSERVED
solar panel performance warranty monocrystalline polycrystalline degradation rate 25 year data NRELGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
monocrystalline vs polycrystalline solar panel degradation rate 25 years study NREL degradation rate Google ↗
solar panel performance warranty monocrystalline polycrystalline degradation rate 25 year data NREL Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
monocrystalline vs polycrystalline solar panel degradation rate 25 years study NREL degradation rate
OBSERVED
Google ↗
AI Mode ↗
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of 1
solar panel performance warranty monocrystalline polycrystalline degradation rate 25 year data NREL
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1