Real ChatGPT answer · index seedPIuDBa1D4j8completeHome services and improvement · cleaning serviceslocal

How often do solar panels need to be washed in Minnesota and what do local contractors charge for the job?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How often do solar panels need to be washed in Minnesota and what do local contractors charge for the job?
1 real search · 1 real-search pass
Minnesota solar panel cleaning cost residential contractors price per panel 2026Google ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Minnesota solar panel cleaning cost residential contractors price per panel 2026 Google ↗
  1. Solar Panel Cleaning · redeyeexteriorcleaning.com
  2. Solar Panel Cleaning Services | Central MN · extremewashingmn.com
  3. How Much Does Solar Panel Cleaning Cost? (2026) · homeguide.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Minnesota solar panel cleaning cost residential contractors price per panel 2026
OBSERVED
Google ↗
AI Mode ↗
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