Real ChatGPT answer · index seedttrGtaHE3IscompleteHome services and improvement · solar panelsbrand

Is SunPower still the most efficient residential solar panel brand on the market or are cheaper competitor models catching up to their performance now?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is SunPower still the most efficient residential solar panel brand on the market or are cheaper competitor models catching up to their performance now?
1 real search · 1 real-search pass
2026 highest efficiency residential solar panels module efficiency SunPower Maxeon competitors Aiko LONGi REC datasheetsGoogle ↗
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 highest efficiency residential solar panels module efficiency SunPower Maxeon competitors Aiko LONGi REC datasheets Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 highest efficiency residential solar panels module efficiency SunPower Maxeon competitors Aiko LONGi REC datasheets
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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