Real ChatGPT answer · index seedRAzr3JyIFukcompleteHome services and improvement · solar panelsinformational
Is it worth investing in a heated snow-melting edge for my roof-mounted solar panels given my high winter snowfall and electricity rates?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it worth investing in a heated snow-melting edge for my roof-mounted solar panels given my high winter snowfall and electricity rates?
3 real searches · 1 real-search pass
heated snow melting edge solar panels snow removal system cost energy consumption effectiveness roof solarGoogle ↗
OBSERVED
Connecticut residential electricity rates 2026 Eversource UI cents per kWhGoogle ↗
OBSERVED
solar panel snow losses winter snow cover energy production study snow removal heating systemGoogle ↗
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
heated snow melting edge solar panels snow removal system cost energy consumption effectiveness roof solar Google ↗
Connecticut residential electricity rates 2026 Eversource UI cents per kWh Google ↗
solar panel snow losses winter snow cover energy production study snow removal heating system Google ↗
- Pricing · uinet.com
- Understand your electric bill · portal.ct.gov
- The Impact of Snow on PV Performance · energy.sandia.gov
- Photovoltaic electricity generation loss due to snow – A literature review on influence factors, estimation, and mitigation · sciencedirect.com
- Solar Photovoltaic Hardening for Resilience – Winter Weather · energy.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
heated snow melting edge solar panels snow removal system cost energy consumption effectiveness roof solar OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Connecticut residential electricity rates 2026 Eversource UI cents per kWh OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
solar panel snow losses winter snow cover energy production study snow removal heating system OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |