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Final Results: The Early-2022 AVM Bot Challenge

About 6 months ago, we announced our latest effort to test all the online valuation bots against the real world.

We tested the valuations for 14 local properties as presented on three popular websites: Zillow, Redfin and Realtor.com. (These estimates are often referred to as AVMs for "Automated Valuation…

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Please see our blog disclaimer.

Listings presented above are supplied via the MLS and are brokered by a variety of agents and firms, not Dave Fratello or Edge Real Estate Agency, unless so stated with the listing. Images and links to properties above lead to a full MLS display of information, including home details, lot size, all photos, and listing broker and agent information and contact information.

Based on information from California Regional Multiple Listing Service, Inc. as of March 18th, 2024 at 6:55pm PDT. This information is for your personal, non-commercial use and may not be used for any purpose other than to identify prospective properties you may be interested in purchasing. Display of MLS data is usually deemed reliable but is NOT guaranteed accurate by the MLS. Buyers are responsible for verifying the accuracy of all information and should investigate the data themselves or retain appropriate professionals. Information from sources other than the Listing Agent may have been included in the MLS data. Unless otherwise specified in writing, Broker/Agent has not and will not verify any information obtained from other sources. The Broker/Agent providing the information contained herein may or may not have been the Listing and/or Selling Agent.