Real ChatGPT answer · index seede7zPOLh1yRwcompleteHome services and improvement · cleaning serviceshowto
How often do solar panels actually need to be cleaned in the Pacific Northwest and how much money will I save on my electric bill by doing it
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How often do solar panels actually need to be cleaned in the Pacific Northwest and how much money will I save on my electric bill by doing it
2 real searches · 1 real-search pass
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
Pacific Northwest solar panel cleaning frequency rain pollen soiling losses study residential solar Google ↗
NREL photovoltaic soiling losses rainfall cleaning solar panels Pacific Northwest Google ↗
- "Effects of Natural and Manual Cleaning on Photovoltaic Output" by Matthew K. Smith, Carl C. Wamser et al. · pdxscholar.library.pdx.edu
- NREL Research Finds Rain Not Enough To Wash Pollen From Solar Panels · nrel.gov
- An Investigation on the Pollen-Induced Soiling Losses in Utility-Scale PV Plants · research-hub.nlr.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Pacific Northwest solar panel cleaning frequency rain pollen soiling losses study residential solar OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NREL photovoltaic soiling losses rainfall cleaning solar panels Pacific Northwest OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |