Real ChatGPT answer · index seedBnUpocyq9fkcompleteHome services and improvement · cleaning servicesinformational

Will dirty solar panels really reduce my home solar energy output enough to justify the cost of hiring a cleaning crew

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Will dirty solar panels really reduce my home solar energy output enough to justify the cost of hiring a cleaning crew
2 real searches · 1 real-search pass
solar panel soiling losses residential cleaning rainfall dust NREL study cleaning economicsGoogle ↗
OBSERVED
NREL photovoltaic module soiling losses cleaning cost rain residential solar panelsGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
solar panel soiling losses residential cleaning rainfall dust NREL study cleaning economics Google ↗
NREL photovoltaic module soiling losses cleaning cost rain residential solar panels Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
solar panel soiling losses residential cleaning rainfall dust NREL study cleaning economics
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
NREL photovoltaic module soiling losses cleaning cost rain residential solar panels
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1