First Movers Advantage

What First Movers Advantage does

First Movers Advantage, LLC (operating as FMAdata) is a Boulder, Colorado-based, privately held data broker founded in 2002 by Jennifer Long and Brian Long. The company aggregates residential real estate listing data from public advertising sources on a daily basis, building an independent database it claims covers 95% of U.S. homes for sale, with historical records dating back to 2003. Its core products are three foundational datasets — in-market properties, pre-mover homeowners, and real estate agent data — which it packages into five vertical-specific lead products (banking, mortgage, insurance, home improvement, and moving leads) and licenses to B2B customers in financial services, real estate, home improvement, moving, and retail. The technology stack is a proprietary scraping and aggregation pipeline with county-record verification, not an AI-based system, and data is delivered to enterprise customers via API, SFTP, or a self-serve customer portal.

The business operates two monetization streams. The primary stream is data licensing, sold as a Full Data License (subscription-based, unlimited internal use) or a VAR License (royalty-based, allowing resale to end customers). The secondary stream is professional services revenue from direct mail postcard printing, fulfillment, and matchback analytics, offered both standalone and through the sister brand MovingLeads.com, which targets the moving industry vertical. Pricing is quote-based, with ACH-supported monthly billing and multi-year license terms available. The company is bootstrapped, with no disclosed external funding, operates from a single Boulder headquarters with 1-10 employees, serves the U.S. and Canada, and is registered as a data broker with the Texas Secretary of State. Its competitive positioning rests on data independence (no MLS dependency), daily refresh cadence, the proprietary 45-90 day pre-move targeting window, and two decades of accumulated historical data.

Name

First Movers Advantage

Legal name

First Movers Advantage, LLC

Website

https://fmadata.com

Company type

Private

Founded year

2002

Operating status

Operating

Headcount range

1–10 employees

Short description

First Movers Advantage (FMAdata) is a Boulder, Colorado-based B2B data broker that aggregates U.S. residential real estate listings from public advertising sources daily and licenses pre-mover, property, and agent datasets to financial services, real estate, insurance, and home improvement companies.

Ownership category

akta.pro rank

Product category

Real Estate Data Brokerage

NAICS

Direct Mail Advertising (541860)

SIC

Services-Direct Mail Advertising Services (7331)

akta.pro industry

PRIMARYBPAFAKAF

Marketing Database & Contact Data Providers (B2B/B2C Lists)

Business & Public Services/Marketing, Advertising & PR Services/Direct Marketing & Lead Generation (Email, Telemarketing, Demand Gen)

Keywords

• Real estate data
• Pre-mover leads
• Lead generation services
• Direct mail marketing
• Data licensing

Headquarters

HQ city

Boulder

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Data Licensing: Annual or multi-year licenses for accessing real estate pre-mover data. Full Data License provides unlimited access for internal use only. VAR License offers royalty-based usage payments.
2. Professional Services: Direct mail solutions including postcard fulfillment and printing services for customers

Pricing tiers

Go-to-market motion1 record

Distribution channels6 records

Marketing channels4 records

Core offering

First Movers Advantage (FMAdata) is a B2B real estate data broker that aggregates residential property information from public advertising sources on a daily basis and licenses pre-mover, in-market property, and real estate agent datasets to businesses. It also sells industry-specific lead lists (banking, mortgage, insurance, moving, home improvement) and provides direct mail postcard printing and fulfillment services, with data delivered through API, SFTP, and a self-serve portal.

Product overview

FMAdata operates as a real estate data broker offering a unified platform centered on three core data products—in-market properties, pre-mover homeowners, and real estate agent data—compiled from public advertising sources and updated daily. These foundational datasets power five specialized industry lead products (banking, home improvement, insurance, mortgage, and moving leads) that enable businesses to target homeowners during property transactions. The company complements its data offerings with direct mail solutions including postcard printing, fulfillment, and mailing services through its MovingLeads.com sub-brand. Data access is monetized through two licensing models: a Full Data License for unlimited internal use with API/SFTP delivery, and a VAR License for companies reselling data to their own customers. The platform differentiates through 95% U.S. property coverage, daily updates, and historical data availability dating back to 2003.

Differentiator

Problem solved

Functional benefit

Brands

• MovingLeads.com: Custom services for the moving industry including pre-mover mailing lists and postcard fulfillment using digital printing.

Products and services

• In-Market Properties Data Comprehensive database of active residential real estate listings compiled from hundreds of public advertising sources and updated daily, with property location, market data, attributes, pre-mover data, and realtor information. Sold to businesses in real estate, finance, insurance, and related verticals.
• Pre-Mover Homeowner Data Data on homeowners who have listed their home for sale and are actively planning to relocate, including homeowner name, address, asking price, and date first advertised, verified by county records. Used by businesses to reach prospects before they move.
• Real Estate Agent Data Database identifying active real estate agents in specific areas, including agent name, company, contact information, property information, and social media details, for referral marketing purposes.
• Banking Leads Pre-mover lead lists targeting homeowners preparing for relocation who may need banking services, personal loans, lines of credit, or financial advisory services. Sold to banks and financial institutions.
• Home Improvement, Decorating & Furnishing Leads Targeted lead lists of homeowners planning moves who are likely to spend on renovation, remodeling, decorating, and furnishing for their new homes. Sold to contractors and home improvement businesses.
• Insurance Leads Lead data for reaching homeowners during property transactions who may need insurance products including health, disaster, life, auto, boat, and business coverage. Sold to insurance providers.
• Mortgage Leads Real-time leads of homeowners actively selling and likely planning a new home purchase, enabling mortgage lenders to connect with pre-qualified borrowers. Sold to mortgage lenders and brokers.
• Moving Leads Pre-mover data and marketing services specifically designed for the moving industry, enabling movers to reach homeowners at the earliest stages of planning their relocation.
• Direct Mail Solutions Custom lead lists for targeted direct mail campaigns, postcard printing and fulfillment services with daily mailing capabilities, and matchback analysis for campaign measurement. Sold to businesses using pre-mover targeting.
• Full Data License Subscription license granting unlimited internal access to the national in-market real estate database with daily data collection, all data points, and API/SFTP delivery for in-house business use only.
• VAR (Value-Add Reseller) License Royalty-based license allowing companies to resell FMAdata to their own customers, with pricing varying based on usage type and client usage reporting requirements.
• MovingLeads.com Sister-site brand offering custom services for the moving industry including pre-mover mailing lists, postcard fulfillment, Pro Mover Portal, and automated postcard services under the MovingLeads.com sub-brand.

Quantifiable outcome

• 95% coverage of U.S. homes for sale
• +1 more outcomes

Named customers2 records

Segments7 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Feature1 record

Partnerships

One partnership is on record.

• MovingLeads.comcoreChannel Partner/ Reseller/ DistributorMovingLeads.com operates as a sister site/division of First Movers Advantage. It serves as a partner channel for customer acquisition and lead generation in the moving industry vertical.

Scale indicators3 records

Recent moves5 records

Expansion highlights5 records

Broad incumbents

• Realtor.com (Move, Inc.): Realtor.com, operated by Move Inc., is a major residential listings platform with an underlying property data and homeowner dataset. It competes indirectly with FMAdata by aggregating listing data and offering it to real estate professionals through different distribution.
• CoreLogic: CoreLogic (now part of ICE) is a major incumbent in U.S. real estate data and analytics, offering property, mortgage, and risk datasets. It competes broadly with FMAdata in the property data licensing space with significantly broader product depth and enterprise reach.
• Redfin: Redfin is a technology-powered residential brokerage and portal with substantial listing and homeowner data assets. It competes indirectly with FMAdata as another source of real estate data and listings reaching real estate professionals and consumers.
• Zillow Group: Zillow operates one of the largest U.S. residential real estate marketplaces and datasets, including listing, homeowner, and market data. While primarily consumer-facing, Zillow's data assets and Premier Agent ecosystem compete for the same end customers and data use cases as FMAdata.
• Black Knight (ICE Mortgage Technology): Black Knight, now part of Intercontinental Exchange, offers mortgage and real estate data, analytics, and software across the lending lifecycle. Its property and origination datasets overlap with FMAdata's pre-mover and mortgage lead products at enterprise scale.

Emerging players

• HouseCanary: HouseCanary provides residential property data, valuation, and analytics to investors and lenders. It overlaps with FMAdata on property data and pre-mover-adjacent use cases for financial customers, with a stronger analytics and valuation layer.

Direct peers

• Lob: Lob is a direct mail automation API platform enabling programmatic postcard and mail sending for B2B customers. It overlaps with FMAdata's direct mail solutions and postcard fulfillment offering on the execution side, though FMAdata adds proprietary list data.
• BatchLeads: BatchLeads provides real estate investors and agents with lead lists, skip tracing, and marketing tools, including pre-mover and motivated seller data. It is a comparable SMB-focused competitor in the real estate lead list and direct mail space.
• ATTOM Data Solutions: ATTOM is a large-scale property data aggregator offering nationwide parcel, ownership, listing, and pre-mover-style datasets licensed to enterprises. It directly competes with FMAdata in real estate data licensing, with broader coverage and enterprise integrations but at a different scale.
• ListSource: ListSource provides targeted mailing and marketing lists for real estate professionals, including pre-mover, absentee owner, and equity-based lists. It is a direct competitor to FMAdata's lead list products in the direct-mail-driven real estate marketing segment.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• Facebookfacebook.com/fmadata
• LinkedInlinkedin.com/company/first-movers-advantage-llc
• Xtwitter.com/moving_leads

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about First Movers Advantage