Real ChatGPT answer · index seed9E2xFbbHRDAcompleteHome services and improvement · solar panelsinformational

Is it true that polycrystalline panels degrade much faster than monocrystalline ones, or is the lower upfront price still worth it?

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 polycrystalline panels degrade much faster than monocrystalline ones, or is the lower upfront price still worth it?
2 real searches · 1 real-search pass
NREL solar photovoltaic module degradation rates mono polycrystalline comparison annual degradation studyGoogle ↗
OBSERVED
polycrystalline vs monocrystalline solar panels degradation warranty efficiency 25 yearGoogle ↗
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
NREL solar photovoltaic module degradation rates mono polycrystalline comparison annual degradation study Google ↗
polycrystalline vs monocrystalline solar panels degradation warranty efficiency 25 year Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NREL solar photovoltaic module degradation rates mono polycrystalline comparison annual degradation study
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
polycrystalline vs monocrystalline solar panels degradation warranty efficiency 25 year
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1