Introducing BatchRank™
The smarter way to predict proprety sales
BatchRank’s proprietary AI analyzes millions of data points to identify properties most likely to sell in the next 90 days, turning speculation into precision.








How BatchRank Transforms Your Business
BatchRank delivers a powerful competitive advantage by replacing market speculation with data-driven prediction. By scoring every property on its likelihood to sell, you can focus your time, budget, and resources on the opportunities most likely to convert.

Real Estate Investors
Stop wasting time and marketing spend on unmotivated sellers. BatchRank transforms your lead generation into a surgical operation, allowing you to identify and prioritize high-propensity sellers to secure more off-market deals and maximize ROI.
Real Estate Agents
Win more listings by being the first to connect with homeowners ready to make a move. BatchRank gives you a data-driven edge, helping you pinpoint properties with the highest probability of hitting the market. Turn cold outreach into warm conversations and concentrate your efforts on the homeowners who are most likely to convert.
Home Services (Roofing, Solar, HVAC)
A property sale is a critical trigger for home improvement projects. With BatchRank, you can identify homeowners who are statistically likely to sell and may need services like a new roof or solar installation to increase their home's value. Get ahead of the competition by marketing to the right homeowners at the exact moment they need you.
PropTech Platforms
Give your users an undeniable competitive advantage. Integrate BatchRank as a premium API to provide a curated stream of high-potential leads directly within your platform. Increase your product's value, drive user engagement, and create a powerful new revenue stream by offering predictive insights that no one else can match.


CRM & Sales Tech
Embed a powerful intelligence layer directly into your platform to automatically prioritize leads within existing workflows. BatchRank helps your customers identify which prospects are most likely to convert, accelerating sales cycles and dramatically increasing pipeline efficiency.
Mortgage & Lending
Identify potential borrowers before they even list their property. BatchRank allows you to proactively target homeowners who are likely to sell in the near future and will be in the market for a new mortgage. Refine your marketing outreach to focus on highly qualified prospects, increasing conversion rates and originating more loans.
Powered by Advanced AI Technology
Our proprietary machine learning models analyze hundreds of data points to deliver unprecedented accuracy in property sale prediction.
AI-Powered Scoring
Advanced machine learning algorithms analyze property characteristics, market trends, and owner behavior patterns.
Real-Time Updates
Scores update continuously as new data becomes available, ensuring you always have the latest insights.
Nationwide Coverage
Complete coverage of all U.S. residential properties with consistently high accuracy across all markets.
Easy Integration
RESTful API with comprehensive documentation, SDKs, and dedicated support for seamless integration.
Predictive Analytics
Forecast market trends and identify emerging opportunities with advanced predictive modeling.
BatchRank Frequently Asked Questions
Have questions? We’ve got answers. Here are some of the most common inquiries we receive about
our BatchRank service. If you don’t find your answer here, feel free to reach out.
General Questions
BatchRank is a proprietary, AI-powered predictive model from BatchData.io. It analyzes thousands of data points to assign a “sale propensity score” to U.S. properties, indicating how likely each one is to be sold in the near future. It replaces market speculation with data-driven prediction.
A standard lead list provides static data about a property (e.g., size, owner, last sale date). BatchRank provides dynamic intelligence. It tells you which properties are most likely to become active leads, allowing you to focus your resources with surgical precision before the property even hits the market.
BatchRank is for any professional or platform that benefits from identifying motivated sellers early. Our primary users are:
- Real Estate Professionals: Agents, brokers, and investors looking for off-market deals.
- Proptech Platforms: Companies that want to offer premium, predictive lead data to their users.
- CRM & Sales Tech: Platforms that need an intelligence layer to help their users prioritize the most valuable leads.
Technical & Data Questions
Our AI model processes a vast array of inputs, including property characteristics, ownership history, local and national market trends, economic indicators, lien data, and other proprietary signals. This multi-faceted approach ensures a holistic and accurate prediction.
The scores are delivered as a clear, actionable ranking (e.g., High, Medium, Low Propensity) or a numerical score. This makes it easy to sort, filter, and integrate into any workflow, whether in a spreadsheet or through our API.
While no model can predict the future with 100% certainty, our models are rigorously back-tested against historical sales data and have been proven to significantly outperform traditional prospecting methods. BatchRank dramatically increases the probability of engaging a motivated seller, maximizing your ROI.
Our API is built on modern REST principles and is designed for easy integration. We provide comprehensive documentation and developer support to ensure a seamless process for embedding BatchRank’s intelligence into your platform or application.
Business & Pricing Questions
We offer value-based pricing tailored to your specific needs. Pricing depends on the use case (e.g., individual use, API integration), the volume of data required, and the scale of your operation. Please contact us for a custom quote.
Buying more data leads to more noise. BatchRank provides a clear signal through that noise. By shifting your investment from raw data to predictive outcomes, you reduce wasted time and resources, accelerate your sales cycle, and increase the efficiency of your entire operation.
Absolutely. We encourage you to see the power of BatchRank firsthand. Click the “Contact Sales” button, and our team will be in touch to schedule a personalized walkthrough.