What are the main differences between an automated valuation model online and a real human appraiser when you are trying to figure out what a house is really worth in today market?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main differences between an automated valuation model online and a real human appraiser when you are trying to figure out what a house is really worth in today market?
1 real search · 1 real-search pass
automated valuation model AVM limitations compared with appraiser physical inspection appraisal Fannie Mae appraisal guidanceGoogle ↗
OBSERVEDComparison
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
automated valuation model AVM limitations compared with appraiser physical inspection appraisal Fannie Mae appraisal guidance Google ↗
- Property Valuation · singlefamily.fanniemae.com
- Interagency Appraisal and Evaluation Guidelines · federalreserve.gov
- Why did I receive different valuations during the mortgage loan application process? · consumerfinance.gov
- GAO-25-107201,PROPERTY TECHNOLOGY FOR HOMEBUYING : Products Present Benefits and Risks Amid Evolving Federal Oversight · files.gao.gov