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Property Valuation (AVM)

Property Valuation (AVM) Data

An estimated value for a property, with a price range, a confidence score and the date of the estimate, plus equity and loan-to-value: 9 fields. Lenders, investors, agents and software teams can use it to size up a home.

A coral ring locks one home on an aerial photo; a card shows the estimated value, a price range bar and a confidence bar.
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  • 169M+Parcels
  • 3,100+Counties
  • 131M+Properties
  • 190M+Mortgage records

What's included

What is Valuation Data?

An automated valuation model (AVM) estimates the value of a property. BatchData's valuation data gives the estimated value with a price range, a confidence score and the date of the estimate. It also gives the equity in dollars, the equity percent and the loan-to-value ratio. The equity in dollars uses the estimated balances of the open liens. Lenders, investors, agents and software teams can use the value to size up a home, read its equity and judge how firm the number is. Valuation is an add-on to a Property Data plan.

Value

  • Estimated value
  • Price range, low and high
  • Date of the estimate

Confidence

  • Confidence score
  • Standard deviation of the estimate

Equity

  • Equity in dollars
  • Equity percent
  • Loan-to-value ratio

See every field in the data dictionary

What valuation data lets you do

Use the estimated value to size up a home and its equity.

Put a value on a property

Read the estimated value, its price range and the date of the estimate.

  • The estimated value of the property
  • The price range, with its low and high ends
  • The date of the estimate
A property address feeds a hub that returns an estimated value of 418,500, a price range and a confidence score.

Read equity and loan-to-value

Find homeowners by the equity they hold and the loans against the home.

  • Equity in dollars
  • The equity percent
  • The loan-to-value ratio
An aerial photo with one coral pin on a home, beside a property card with value, equity and mortgage

Judge how firm a value is

Read the confidence score and the standard deviation next to each value.

  • A confidence score from 0 to 100
  • The standard deviation of the estimate
  • A price range that is a fixed band, not a confidence interval
An estimated value of 418,500 on a range bar from Low 355,725 to High 481,275, with a confidence bar.

Check a value against comparable homes

Read the estimated value of each comparable home next to its last sale.

  • The estimated value and the value band of each comparable
  • The last sale price and the sale date of each comparable
  • Comparables for a subject address, from Property Search
A table of three comparable sales near 412 Maple Grove Dr, with property, sold date, price and price per square foot.

Flexible Delivery Options

Choose the integration method that fits your workflow

Real-Time API

Get the estimated value of a property in the same call as its other subscribed data, or search by value, equity and loan-to-value ratio.

  • RESTful JSON API
  • Property Search and Lookup return all subscribed datasets in one call
  • Async delivery to your webhook for large batches
  • Developer docs and no-cost sandbox tokens

Bulk Data

Nationwide valuation files for your data warehouse or data lake.

  • Choose the datasets and markets you need
  • Amazon S3, SFTP or Google Drive delivery; Snowflake and Databricks through Cloud Delivery
  • CSV, JSON and Parquet formats
  • Weekly, monthly, quarterly or annual deliveries
  • Full refresh or delta files

MCP Server

Your AI assistant can look up the estimated value of a property through the MCP server. Your account sets which datasets the tool returns.

  • Your AI assistant calls BatchData tools to look up and search properties
  • Connects to Claude, ChatGPT, Cursor and Claude Code with OAuth sign-in
  • Runs on the same API, with datasets set by your account admin

Professional Services

Our Professional Services team helps you choose the valuation fields, set up the delivery and match the data to your records.

  • Help choosing datasets, delivery cadence and destination
  • Account manager help with token and dataset setup
  • Support by email and in-app chat
  • Upload a CSV or Excel file and get property data back in the same file

Why BatchData

What You Get With BatchData

One source for property, owner and contact data, by API or by file.

169M+ U.S. Parcels

Coverage of 169M+ U.S. parcels and 131M+ properties.

1,000+ Data Points

Owner, value, mortgage, tax, permit and listing data, with 1,000+ data points for each property.

API or File Delivery

Call the API, or get files in Snowflake, Databricks, Amazon S3, SFTP or Google Drive.

Frequently asked questions

Is there an AVM API with a confidence score?

Yes, BatchData's valuation (AVM) data is an add-on to a Property Data plan that you get through the API. Each estimate has a confidence score from 0 to 100 and a standard deviation, so you can judge how firm the value is.

What is in BatchData's property valuation (AVM) data?

BatchData's valuation data holds 9 fields for each property, including the estimated value and the confidence score. The fields also cover the price range low and high, the standard deviation and the date of the estimate. They also cover the equity in dollars, the equity percent and the loan-to-value ratio.

How do I judge how firm an AVM value is?

Read the confidence score and the standard deviation next to each value to judge how firm it is.

How is home equity calculated for a property?

BatchData's valuation data works out the equity in dollars from the estimated value and the estimated balances of all open liens.

Can I search by value and equity?

Yes, BatchData Property Search filters on the estimated value, the loan-to-value ratio, the equity percent and the equity in dollars. Ready-made lists mark high equity, low equity, unknown equity and free-and-clear homes.

Which property types does the AVM cover?

BatchData valuation data covers 99.25% of single-family homes, 99.02% of condos and 96.27% of multi-family homes. Coverage is 87.34% for manufactured homes and 46.75% for commercial properties. Multi-family coverage counts homes with 1 to 4 units.

What is an automated valuation model (AVM)?

An automated valuation model (AVM) estimates the value of a property, and BatchData's valuation data returns that estimate. Each estimate comes with a price range, a confidence score and the date of the estimate.

Start with valuation data

Talk to a data expert about the valuation fields and the delivery that fit your team.