We need to know if the Freddie Mac home value estimator is accurate enough for us to use before applying for a refinance loan this month.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to know if the Freddie Mac home value estimator is accurate enough for us to use before applying for a refinance loan this month.
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Freddie Mac home value estimator accuracy limitations automated valuation model refinance appraisal official Google ↗
CFPB refinance home appraisal home value estimate loan to value official Google ↗
- Home Value Explorer · sf.freddiemac.com
- Automated Collateral Evaluation (ACE) – General FAQ · sf.freddiemac.com
- Interagency Appraisal and Evaluation Guidelines · federalreserve.gov
- GAO-25-107201,PROPERTY TECHNOLOGY FOR HOMEBUYING : Products Present Benefits and Risks Amid Evolving Federal Oversight · files.gao.gov
- Freddie Mac Single-Family Seller/Servicer Guide · guide.freddiemac.com
- Why did I receive different valuations during the mortgage loan application process? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Freddie Mac home value estimator accuracy limitations automated valuation model refinance appraisal official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CFPB refinance home appraisal home value estimate loan to value official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |