Can you weigh the cost of a professional appraisal against the accuracy of online home equity tools for a busy family of four?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you weigh the cost of a professional appraisal against the accuracy of online home equity tools for a busy family of four?
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). 1 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
Zillow Zestimate accuracy limitations official methodology home value estimate appraisal comparison Google ↗
Fannie Mae appraisal home valuation automated valuation model appraisal consumer guidance cost appraisal typical United States Google ↗
- How Accurate Is My Zestimate, and Can I Influence It? · zillow.com
- Zestimate · trulia.com
- Understanding Home Appraisals · yourhome.fanniemae.com
- Why did I receive different valuations during the mortgage loan application process? · consumerfinance.gov
- Zillow · zillow.com
- Redfin · redfin.com
- Realtor.com · realtor.com
- GAO-25-107201,PROPERTY TECHNOLOGY FOR HOMEBUYING : Products Present Benefits and Risks Amid Evolving Federal Oversight · files.gao.gov
- How a Home Appraisal Works and How Much It Costs · nerdwallet.com
- Property Valuation · singlefamily.fanniemae.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Zillow Zestimate accuracy limitations official methodology home value estimate appraisal comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Fannie Mae appraisal home valuation automated valuation model appraisal consumer guidance cost appraisal typical United States OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |