Real Estate AI Propensity Data | USA | 155M+ Properties | BatchRank AI Seller Prediction
Maximize ROI with BatchRank by BatchData, the AI predictive model identifying properties likely to sell in 6-12 months. Analyzing 155M+ records via www.batchdata.io, our propensity scoring offers 64% accuracy. Target motivated sellers for real estate, lending, and home services with precision.
API AccessLicense: Starts at; One-off purchase: $1,000/ purchase; Monthly License: $500/ month; Yearly License: $6,000/ year; Usage-based: $0.10/ api call
Starting Price
$1,000/yr
Update Frequency
—
Pricing Tiers
1
Regions
1
Quality SignalsB
Freshness
Recently enriched
Complete
69%
API
API Available
Product Overview
Real Estate and Consumer Intelligence Platform$$
Offering: Comprehensive US residential property, homeowner contact, and predictive propensity data delivered via API for lead generation and marketing enrichment.
Best for: PropTech companies and real estate investors building automated lead generation and property-specific marketing workflows.
Benefits
- Extensive coverage of 155M+ US property records
- Integrated predictive AI modeling for seller propensity
- High-utility contact data enrichment including phone verification
- Specialized unmasking of LLC and Trust-owned properties
- Daily data refresh cycles for time-sensitive investment opportunities
Drawbacks
⚠ Geographically limited to the United States · ⚠ Lacks the deep historical institutional-grade public record depth of legacy competitors like CoreLogicProduct Intelligence
Value Score
38
quality per $
Coverage
8
geo × freq × depth
Try-ability
0
ease of trial
Product Details
Use Cases
Lead GenerationLead PrioritizationLead ValidationLead Data Enrichment
Coverage
United States of America
Delivery
Streaming APISnowflake ShareEmailGoogle Cloud StorageS3 BucketSFTPUI ExportDatabricks Delta ShareFeed APIFIX APIGoogle BigQueryMCP ServerREST API
Data Sources
proprietary models
Detected Use Cases
geospatial analyticsreal estate
Pricing Tiers
Starting at
$1,000/yr
UNKNOWNMEDIUM
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Web Authority
High Authority20 mentions·4 platforms
Academic Papers
10 × 8 pts+80
LinkedIn
8 × 2 pts+16
Reddit
1 × 3 pts+3
Blogs & Newsletters
1 × 2 pts+2
Evidence5 sources
Academic Papers
Analyst Focus on AI and Corporate Demand for ...
Abstract. I study whether and how analysts' focus on artificial intelligence (AI), impacts. AI investment by managers in non-IT firms.
Academic Papers
A Macro-Financial Stress Test of Rapid AI Adoption
by X Chen · 2026 — Abstract. We formalize a macro-financial stress test for rapid AI adoption. Rather than a pro- ductivity bust or existential risk, ...
Academic Papers
Advances in Agentic AI: Back to the Future
In light of the recent convergence between Agentic AI and our field of Algorithmization, this paper seeks to restore conceptual clarity and ...
Data Dictionary
Expected fields and columns in this data product
About Real Estate AI Propensity Data | USA | 155M+ Properties | BatchRank AI Seller Prediction
Real Estate AI Propensity Data | USA | 155M+ Properties | BatchRank AI Seller Prediction is an alternative data product offered by BatchData, available on datarade. API access is available for programmatic integration. Pricing starts from $1,000/yr.
Maximize ROI with BatchRank by BatchData, the AI predictive model identifying properties likely to sell in 6-12 months. Analyzing 155M+ records via www.batchdata.io, our propensity scoring offers 64% accuracy. Target motivated sellers for real estate, lending, and home services with precision.
About BatchData
BatchData is a data provider vendor based in USA. BatchData is a data enrichment and API service provider that enables businesses to programmatically access and integrate various datasets into their workflows. The platform specializes in simplifying ...