How does the installation of owned residential solar panel systems alter the comparative market analysis for single family homes in the Southwest
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the installation of owned residential solar panel systems alter the comparative market analysis for single family homes in the Southwest
3 real searches · 1 real-search pass
owned residential solar home value appraisal comparable sales Southwest United States study Lawrence Berkeley National LaboratoryGoogle ↗
OBSERVEDComparison
Fannie Mae selling guide solar panels owned leased appraisals comparable salesGoogle ↗
OBSERVEDComparison
Freddie Mac appraisal solar panels owned leased property valuation guidanceGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
owned residential solar home value appraisal comparable sales Southwest United States study Lawrence Berkeley National Laboratory Google ↗
Fannie Mae selling guide solar panels owned leased appraisals comparable sales Google ↗
Freddie Mac appraisal solar panels owned leased property valuation guidance Google ↗
- An Analysis of Solar Home Paired Sales across Six States · eta.lbl.gov
- LBNL-1005058 · eta-publications.lbl.gov
- Solar at High Noon: Solar Home Premiums in a Rapidly Maturing Market by Jaclene Begley, Ben Hoen :: SSRN · papers.ssrn.com
- Berkeley Lab Report Says Solar Homes with Leased Systems Sell for the Same as Non-Solar Homes · emp.lbl.gov
- Improvements Section of the Appraisal Report · selling-guide.fanniemae.com
- Selling Guide_4.22.2026 · singlefamily.fanniemae.com
- Section 5601.4 · guide.freddiemac.com
- Freddie Mac Single-Family Seller/Servicer Guide PDF · guide.freddiemac.com
- Sales Comparison Approach Section of the Appraisal Report · selling-guide.fanniemae.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
owned residential solar home value appraisal comparable sales Southwest United States study Lawrence Berkeley National Laboratory OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Fannie Mae selling guide solar panels owned leased appraisals comparable sales OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Freddie Mac appraisal solar panels owned leased property valuation guidance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |