Real ChatGPT answer · index seedaNR1lLTvynEcompleteHome services and improvement · cleaning servicesinformational

What kind of equipment do solar panel cleaning companies use so they do not damage the glass warranty on modern rooftop arrays?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What kind of equipment do solar panel cleaning companies use so they do not damage the glass warranty on modern rooftop arrays?
2 real searches · 1 real-search pass
solar panel manufacturer cleaning instructions soft brush deionized water anti-reflective coating warranty glass cleaning guidelinesGoogle ↗
OBSERVEDInstruction
Canadian Solar module cleaning manual water pressure brush cleaning prohibited abrasive materials warrantyGoogle ↗
OBSERVEDInstruction

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 (2)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
solar panel manufacturer cleaning instructions soft brush deionized water anti-reflective coating warranty glass cleaning guidelines Google ↗
Canadian Solar module cleaning manual water pressure brush cleaning prohibited abrasive materials warranty Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
solar panel manufacturer cleaning instructions soft brush deionized water anti-reflective coating warranty glass cleaning guidelines
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Canadian Solar module cleaning manual water pressure brush cleaning prohibited abrasive materials warranty
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1