How do real estate agents calculate market value differently than automated valuation models on real estate websites when you are on a tight budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do real estate agents calculate market value differently than automated valuation models on real estate websites when you are on a tight budget?
1 real search · 1 real-search pass
how real estate agents comparative market analysis CMA differs automated valuation model AVM limitations appraisal consumer 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
how real estate agents comparative market analysis CMA differs automated valuation model AVM limitations appraisal consumer guidance Google ↗
- Why did I receive different valuations during the mortgage loan application process? · consumerfinance.gov
- RE62RC25: Comparative Market Analysis (CMA) · mass.gov
- Responsible Valuation Policy · nar.realtor
- Home appraisals vs. other valuation tools · progressive.com
- GAO-25-107201,PROPERTY TECHNOLOGY FOR HOMEBUYING : Products Present Benefits and Risks Amid Evolving Federal Oversight · files.gao.gov