Compare the data sources used by Realtor.com and other major portals to determine which one handles rural acreage and agricultural zoning valuations better.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the data sources used by Realtor.com and other major portals to determine which one handles rural acreage and agricultural zoning valuations better.
5 real searches · 1 real-search pass
Realtor.com home value estimate data sources public records MLS property tax records AVM methodology rural landGoogle ↗
OBSERVEDReason
Zillow Zestimate data sources public records MLS tax assessments methodology acreage rural propertiesGoogle ↗
OBSERVEDReason
Redfin Estimate data sources MLS public records methodology rural properties acreageGoogle ↗
OBSERVEDReason
Homes.com home value estimates data sources MLS public records valuation methodologyGoogle ↗
OBSERVEDReason
LandWatch Land.com rural property data acreage agricultural land listings valuation data sourcesGoogle ↗
OBSERVEDReason
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 (5)
Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
Realtor.com home value estimate data sources public records MLS property tax records AVM methodology rural land Google ↗
Zillow Zestimate data sources public records MLS tax assessments methodology acreage rural properties Google ↗
Redfin Estimate data sources MLS public records methodology rural properties acreage Google ↗
Homes.com home value estimates data sources MLS public records valuation methodology Google ↗
LandWatch Land.com rural property data acreage agricultural land listings valuation data sources Google ↗
- RealEstimate℠ Valuation Information · realtor.com
- Buying, Selling or Just Curious -- Realtor.com® Helps You Determine What a Home is Worth · mediaroom.realtor.com
- What is a Zestimate? · zillow.com
- Zillow's Assessor and Real Estate Database (ZTRAX) · zillow.com
- Public Records · support.redfin.com
- Land.com Rural Real Estate Buying & Selling Resources · network.land.com
- USDA Web Soil Survey · websoilsurvey.nrcs.usda.gov
- Web Soil Survey · nrcs.usda.gov
- Getting Started With Web Soil Survey · nrcs.usda.gov
- 2024 Property Values and Assessment Practices Report · revenue.state.mn.us
- Green Acres and Rural Preserve · revenue.state.mn.us
- Green Acres and Rural Preserve · revenue.state.mn.us
- Minnesota Land Economics · landeconomics.umn.edu
- Minnesota Land Economics · landeconomics.umn.edu
- Minnesota Geospatial Information Office · mn.gov
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Realtor.com home value estimate data sources public records MLS property tax records AVM methodology rural land OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Zillow Zestimate data sources public records MLS tax assessments methodology acreage rural properties OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Redfin Estimate data sources MLS public records methodology rural properties acreage OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Homes.com home value estimates data sources MLS public records valuation methodology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
LandWatch Land.com rural property data acreage agricultural land listings valuation data sources OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |