Real ChatGPT answer · index seedp4lpyFPw1AYcompleteHome services and improvement · solar panelscomparison

Is it worth paying extra for monocrystalline solar panels over polycrystalline ones when replacing the roof on my suburban ranch house?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is it worth paying extra for monocrystalline solar panels over polycrystalline ones when replacing the roof on my suburban ranch house?
1 real search · 1 real-search pass
monocrystalline vs polycrystalline solar panels efficiency cost 2026 residential rooftopGoogle ↗
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
monocrystalline vs polycrystalline solar panels efficiency cost 2026 residential rooftop Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
monocrystalline vs polycrystalline solar panels efficiency cost 2026 residential rooftop
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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