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

My neighbor says polycrystalline is outdated technology for our age group to invest in, but is it really that much worse than monocrystalline today?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My neighbor says polycrystalline is outdated technology for our age group to invest in, but is it really that much worse than monocrystalline today?
1 real search · 1 real-search pass
2026 current monocrystalline vs polycrystalline solar panel efficiency cost degradation NREL EnergySageGoogle ↗
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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
2026 current monocrystalline vs polycrystalline solar panel efficiency cost degradation NREL EnergySage Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 current monocrystalline vs polycrystalline solar panel efficiency cost degradation NREL EnergySage
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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