If you compare active listing counts in Land Insights with Zillow or Redfin, you may notice differences—sometimes significant ones.
This is expected and is primarily caused by differences in data sources, listing classifications, and how each platform determines what represents the current market.
Why do the numbers differ?
Zillow, Redfin, and Land Insights do not necessarily use the same data sources or apply the same rules when determining which properties should be counted as active listings.
Because of this, comparing the total number of listings across platforms is not always an apples-to-apples comparison.
1. Different data sources
Real estate platforms can receive property information from a combination of sources, including:
MLS feeds
Brokerage and agent feeds
Public and county records
For-sale-by-owner listings
Other third-party listing sources
No single platform receives exactly the same dataset.
Even Zillow and Redfin can show different totals for the same market because their coverage, feeds, and processing methods may differ.
2. Off-market and non-MLS properties can affect counts
Some real estate platforms may display properties or transactions that did not originate from a traditional MLS listing.
For example, a property may have:
Sold privately
Been transferred without being publicly marketed
Appeared through county or public records
Been listed outside of the MLS
Had a listing status that has not yet been updated across every data source
These properties can make the total inventory or transaction count on one platform appear higher than another.
Land Insights focuses on providing data that more closely represents properties actively participating in the market, rather than simply including every property record that may appear through a public or third-party source.
3. Listing statuses are not always classified the same way
One platform may classify a property as Active, while another may consider the same property:
Pending
Contingent
Temporarily off market
Expired
Sold
Off market
The timing of status updates can also vary between data providers.
As a result, a property could temporarily appear in the active inventory on one platform after it has already changed status elsewhere.
4. Listing data updates at different times
Real estate data is constantly changing.
New listings are added, prices change, properties go pending, and transactions close throughout the day. Zillow, Redfin, MLS systems, public records, and Land Insights may receive and process those updates at different times.
Because of this, some short-term differences are simply the result of data synchronization and update timing.
5. Filters can create additional differences
When comparing listing totals, make sure the same criteria are being used on both platforms.
Differences can occur based on:
Geographic boundaries
Property type
Listing status
Price range
Acreage
Listing date
Sold-date range
Other market filters
Even a small difference in filters can have a large impact on the resulting listing count.
Which number should I use for market research?
When conducting market research in Land Insights, we recommend using the Land Insights dataset consistently rather than attempting to match its totals exactly with Zillow or Redfin.
The goal is to provide a consistent view of market activity that can be used to evaluate metrics such as:
Active inventory
Pending inventory
Sold activity
Market demand
Sell-through rates
Pricing trends
Mixing listing counts from one platform with sold or pricing data from another can produce misleading results because each provider may define and collect those records differently.
Does a discrepancy mean the data is incorrect?
Not necessarily.
A difference in listing totals usually means the platforms are working with different source data or different rules for determining which properties belong in a particular listing status.
For the most accurate comparison, make sure you are using the same:
Location
Property type
Date range
Listing status
Additional filters
Even after matching those criteria, some variation between platforms should still be expected.
Key takeaway
Zillow, Redfin, and Land Insights are separate data platforms with different data sources and processing methods, so their active listing totals will not always match.
Land Insights is designed to give investors a consistent picture of the market by applying its own data aggregation, status mapping, and filtering methodology. For market research, consistency within the same dataset is generally more useful than attempting to match the raw listing count shown by another platform.
💬 Questions or need help?
If you have any questions, concerns, or run into issues with ownership data, our support team is here to help.
📧 Email us at: [email protected]
We’re always happy to assist.🤠
