Real ChatGPT answer · index seed40INTtg4PlkcompleteHome services and improvement · solar panelsbrand
What is the average percentage increase in home resale value if I install solar panels on a modest suburban house in the Midwest?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the average percentage increase in home resale value if I install solar panels on a modest suburban house in the Midwest?
1 real search · 1 real-search pass
solar panels home resale value percentage Midwest study Zillow 4.1% Lawrence Berkeley National Laboratory home sales premiumGoogle ↗
OBSERVEDReason
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
solar panels home resale value percentage Midwest study Zillow 4.1% Lawrence Berkeley National Laboratory home sales premium Google ↗
- How EVs won’t crash the power grid and the value of home solar panels · washingtonpost.com
- Selling Into the Sun: Price Premium Analysis of a Multi-State Dataset of Solar Homes · energyanalysis.lbl.gov
- Do solar panels increase home value? · poweroutage.us
- Homes with Solar Sell for 6.9% More [2025 Zillow Data Study] · solarreviews.com
- Do Solar Panels Improve Home Value? Updated Numbers for 2025 · solar.com