MAP
Summit Property ManagementAustin, TX · 4.6 ★ · 412 reviews
Real estate data
★★★★★
4.8 / 5
★★★★★
4.8 / 5
Managed real estate data services, built to your schema
Transform fragmented real estate data and market intelligence with automated extraction and unified analytics.
2M+
Websites crawled
550K+
Companies delivered
14M+
Contacts delivered
99.7%
Data accuracy
Real estate data services
What our real estate data services cover
Forage AI builds and runs end-to-end managed data pipelines for real estate teams: we discover the sources, extract and structure the records, check quality, and deliver to your own fields and systems.
Property data: listings and rents, county deed and mortgage records, assessor rolls, building permits, and parcel attributes, normalized into one schema and refreshed on your cadence.
Real estate business data: brokerages, property managers, builders, lenders and trades, with matched contacts, classified to your taxonomy.
Each pipeline is scoped per source and per field. Ask for a sample against your own target markets.
Talk to our Experts →
Sample schema
A schema matched to your product.
We collect from map listings, professional profiles, company websites, and public registries, then standardize the fields, categories, and relationships your product requires.
Company and firmographic
- Legal name and DBA
- Business segment
- Employee count
- Year founded
- Website and domain status
- Headquarters and branch locations
Location and presence
- Full address and coordinates
- Phone and email
- Hours and service area
- Ratings and review counts
- Social and website links
- Multi-location relationships
People and contacts
- Name and title
- Role and seniority
- Work email and phone
- Profile URL
- Job changes
- Company association
Business signals
- Revenue signals
- Technology stack
- Hiring activity
- Ownership and funding
- News mentions
- Corporate family relationships
Quality and provenance
- Source URL
- Confidence score
- Last-verified date
- Dedupe cluster ID
- Change history
- Segment tags
Need more fields?
We'll provide custom-built datasets.
Built for real estate
Real estate data is its own language, we speak it well.
Pipelines built for an industry made of small local businesses: no central registry, messy listings, and companies that rename, move, and close every month.
Assembled coverage
No directory exists. So we build one.
550K+Companies mapped across the USA
Map listings
Professional profiles
Company websites
Public registries
Review platforms
+ custom
14M+ contacts
The right person, at the right company.
MAP
PRO
WEB
REG
DM✓
Matched contact record
Your categories
Your taxonomy, not a generic code.
As found
NAICS 531210
Lakeside Community Mgmt
Smith Bros. Roofing
Cornerstone Home Loans
Mapped to
brokerageresidential
hoa_managermulti-site
trade_contractorroofing
mortgage_lenderretail
Client workflow
Two days of manual work, done in minutes.
2–3 minPer 100-company batch, end to end
Discover
Extract
Match
Classify
QA
Deliver
Same batch by hand: 1–2 days
Monitoring
Between deliveries, the market moves.
＋
New brokerage opened in Austin, TX
now
⇄
Office relocated · address and phone updated
2s
↑
Rebrand after merger · 3 locations remapped
5s
Refreshed file delivered on your cadence
Why Forage AI
One team runs the full data operation.
End-to-end delivery. Source discovery, collection, classification, company-contact matching, QA, and delivery are handled by one dedicated team.
Cross-source coverage. Map listings, professional profiles, company websites, and registries are combined to fill coverage gaps and resolve conflicting records.
Linked company and contact records. Companies and contacts arrive matched and deduplicated, so your product does not have to reconcile records from separate vendors.
QA before delivery. Confidence scoring, automated validation, deduplication, and human review are applied before records reach your systems.
Data kept private to your project. The dataset built for your product is not pooled across clients or resold to other companies.
Expansion without rebuilding. Add new locations, business segments, fields, or sources without creating a separate data operation for each expansion.
Use cases
Build with real estate data.
The data supports products and workflows that depend on accurate coverage of real estate businesses and professionals.
Prospecting and lead-generation products
Company and contact data for products serving contractors, agents, brokers, loan officers, suppliers, and other real estate professionals. Records arrive classified, deduplicated, and ready to load.
CRM and data enrichment
Match, append, and refresh company and contact data in customer records, with added coverage for local and regional businesses.
Market intelligence and bid platforms
Company universes for TAM analysis, market maps, dashboards, and construction bid platforms. Track which businesses operate in each market, and when that coverage changes.
Wealth and financial services coverage
Coverage across family offices, wealth managers, mortgage companies, and related firms. In one program we delivered 50K+ family offices, 38K+ wealth management firms, and 19K+ mortgage companies.
Resources
All resources →
Latest and hottest in real estate data.
Researching your way through data extraction? Start here.
A real estate data service collects property and market data for you and delivers it ready to use, rather than selling access to a fixed database. Forage AI’s service is a managed pipeline: we find the sources, extract and structure the records, run quality checks, and deliver to your fields and systems on a refresh schedule you set.
If a packaged database already covers your fields and markets, license it from a provider. Our comparison of real estate data providers sets them side by side. If no packaged product fits your schema, or you need sources it does not carry, a managed service builds that feed for you.
Forage AI builds company and contact datasets across contractors, builders, trades, suppliers, mortgage companies, title agents, HOAs, property managers, brokerages, wealth firms, family offices, and real estate law firms.
Coverage can be defined by geography, business type, company attributes, professional role, seniority, and exclusion rules. Property-level data, including listings, deeds, assessor records, permits and parcels, runs as its own pipeline alongside company and contact data, scoped to the counties and sources you need.
Yes. Fields, category definitions, company-contact relationships, identifiers, confidence levels, validation rules, and output structure can be mapped to an existing data model.
The dataset is built around the product’s requirements rather than delivered through a fixed field catalog.
Forage AI supports datasets built for customer-facing data products, internal platforms, prospecting tools, market-intelligence products, and enrichment workflows.
The intended use, delivery structure, and applicable usage terms are agreed during scoping so the dataset fits the product and commercial model.
The pipeline is tested against the target segments and markets before rollout. A sample dataset can be reviewed against agreed criteria such as coverage, field completion, company-contact match quality, duplicate rate, classification accuracy, and confidence thresholds.
Full deliveries pass automated validation, cross-source deduplication, and human review for exceptions. Project-specific quality commitments can also be defined in the SLA.
The client team defines the target segments, required fields, taxonomy, quality threshold, refresh cadence, and delivery requirements.
Forage AI handles source discovery, crawling, extraction, classification, company-contact matching, deduplication, QA, delivery, and ongoing pipeline maintenance.
Refresh schedules are set by segment and source. Recrawls and change monitoring identify new businesses, closures, moves, rebrands, contact changes, and other updates between deliveries.
Forage AI also maintains the pipeline when source pages, layouts, or data structures change.
Start foraging
Turn fragmented real estate sources into one reliable data feed.
Tell us about your business and project requirements.
- Dedicated team from scoping through ongoing delivery
- One managed pipeline across companies, contacts, and locations
- Custom schema, QA rules, refresh cadence, and destination
Get in touch