How do automated valuation models like the ones used by Freddie Mac account for recent kitchen remodels and solar panel installations
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do automated valuation models like the ones used by Freddie Mac account for recent kitchen remodels and solar panel installations
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
Freddie Mac automated valuation model renovations kitchen remodel solar panels property features appraisal AVM Google ↗
Freddie Mac property data collection renovation improvements solar photovoltaic appraisal value Google ↗
- Home Value Explorer · sf.freddiemac.com
- Property Data Collection: An Overview · sf.freddiemac.com
- Uniform Property Dataset · sf.freddiemac.com
- Section 5601.4 · guide.freddiemac.com
- Section 5605.5 · guide.freddiemac.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Freddie Mac automated valuation model renovations kitchen remodel solar panels property features appraisal AVM OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Freddie Mac property data collection renovation improvements solar photovoltaic appraisal value OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |