Why do Zillow and Redfin show vastly different valuations for our commercial storefront compared to recent neighborhood comps?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do Zillow and Redfin show vastly different valuations for our commercial storefront compared to recent neighborhood comps?
1 real search · 1 real-search pass
Zillow Zestimate commercial property valuation limitations Redfin estimate commercial properties residential algorithm commercial real estate valuation income approachGoogle ↗
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 (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
Zillow Zestimate commercial property valuation limitations Redfin estimate commercial properties residential algorithm commercial real estate valuation income approach Google ↗
Queries
1 queries · click a column to sort