Real ChatGPT answer · index seed9MtAzGzory4completeHome services and improvement · cleaning serviceslocal

Can you recommend a reputable solar panel cleaning company that services residential rooftops in the greater Minneapolis region?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you recommend a reputable solar panel cleaning company that services residential rooftops in the greater Minneapolis region?
1 real search · 1 real-search pass
reputable residential rooftop solar panel cleaning companies serving Minneapolis Minnesota Twin Cities service area reviewsGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
reputable residential rooftop solar panel cleaning companies serving Minneapolis Minnesota Twin Cities service area reviews Google ↗
  1. Solar panel cleaning services · starbritewindowcleaning.com
  2. Solar panel cleaning · cleanandclearmn.com
  3. Solar panel cleaning · glasshousewc.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
reputable residential rooftop solar panel cleaning companies serving Minneapolis Minnesota Twin Cities service area reviews
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1