Recruit real estate agents for proptech and MLS research
Licensed agents and buyer's agents are the core users of MLS and proptech platforms, yet most teams skip them entirely. Here is how to recruit the right professionals for your next usability study.
Recruit real estate agents for proptech and MLS research
Licensed real estate agents and buyer’s agents are the primary daily users of MLS platforms, transaction management tools, CRM software, and showing schedulers. The fastest path to recruiting qualified professionals for proptech and MLS usability studies is a verified B2B professional panel that pre-screens on license status, MLS system, and transaction volume, which cuts sourcing time from three weeks to under a week.
This guide covers who these participants are, what makes them difficult to source through conventional channels, where to find them, how to screen them effectively, and how to design sessions that produce signal rather than noise.
Why licensed agents are the right participants for proptech and MLS research
Most proptech products have two potential user groups: consumers (buyers, sellers, and renters) and the agent layer that operates the professional tooling underlying every transaction. For MLS platforms, transaction management systems, CRM tools, showing schedulers, and commission calculation software, agents and buyer’s agents are the primary users, not the consumer.
An agent using a major MLS platform typically searches listings hundreds of times per month, manages active client relationships, processes offer documents, and coordinates with title and escrow all within a single tool ecosystem. They have strong mental models of what the software should do, sharp reactions when it deviates from those models, and accumulated frustration at usability gaps that rarely surface in internal testing.
Research that substitutes generic consumers or internal QA testers for licensed agents will underindex on the navigation shortcuts agents depend on, the compliance-driven workflows MLS boards mandate, and the time-pressure context of a live negotiation, all of which are usability-critical for proptech products.
For a broader look at the full research landscape for real estate products, including consumer journeys and multi-stakeholder complexity, PropTech user research: a complete guide for product teams covers the wider context.
What makes licensed real estate agents difficult to recruit
No central employer directory: Agents are independent contractors affiliated with brokerages, not direct employees. There is no shared HRIS, corporate directory, or national database of practicing agents that researchers can access directly. The National Association of Realtors (NAR) maintains membership records for REALTORS (approximately 1.5 million members), but access to those records for research recruitment requires going through state and local association channels.
Commission-driven income structure: An active buyer’s agent earning $100,000 annually spends roughly 40 to 50 hours per week in production. An hour in a usability session competes directly with showing appointments, offer preparation, and client calls. Low incentives drive refusal or attract participants who are less active and therefore less representative of core users.
High role variation: The phrase “real estate agent” covers solo buyer’s agents working 10 transactions per year, team leads managing 100 annual closings, commercial brokers who never touch residential MLS systems, luxury specialists with entirely different CRM workflows, and REO (bank-owned property) specialists running high-volume distressed transaction pipelines. A screener that does not separate these roles fills your study with a mixed cohort that produces contradictory findings.
Seasonal unavailability: Spring (March through June) and fall (September through October) are peak transaction seasons. Agents in active markets have response rates that drop sharply during these windows. Plan studies for January through February, July through August, or late November for the most reliable participation.
Technology fragmentation: There are more than 600 active MLS systems across the United States, per data from the Real Estate Standards Organization (RESO). An agent’s workflow varies significantly depending on which MLS they belong to, which transaction management tool their brokerage mandates, and which CRM they have adopted independently. Studies that do not control for MLS system and brokerage technology stack risk comparing apples to oranges.
Where to find licensed real estate agents and buyer’s agents
Verified professional panels: The most efficient channel for filling a study quickly. B2B panels that include pre-screened, licensed real estate professionals with verified credentials, active license status, and self-reported MLS and technology attributes eliminate the sourcing work that makes conventional agent recruitment slow. CleverX’s verified panel includes licensed real estate professionals across the United States and internationally, pre-qualified on license type, specialty, MLS affiliation, and brokerage model.
LinkedIn: High volume but requires precise filtering. Search on job titles (real estate agent, buyer’s agent, REALTOR, real estate broker, listing agent, buyer specialist), brokerage company size (self-employed or 1 to 10 employees for independent agents), and industry (real estate). This isolates actively practicing agents from administrative staff, property managers, and mortgage professionals who share industry codes.
State REALTOR association networks: NAR’s state and local affiliate associations hold member directories and sometimes facilitate research outreach. Local REALTOR associations in high-density markets (California, Texas, Florida, New York, Illinois) are the most accessible for researcher outreach.
MLS board member directories: Many regional MLS boards publish member-facing directories accessible through MLS login credentials. Partnerships with a brokerage or platform vendor can open access to these pools for research recruitment with appropriate consent frameworks.
Brokerage partnerships: Large franchise systems (RE/MAX, Keller Williams, Coldwell Banker, eXp Realty) and major independent brokerages will occasionally facilitate research access to their agents as a professional development benefit. This requires a brokerage-level relationship but can produce highly targeted cohorts with minimal screening effort.
Screening: what to ask
A screener for real estate agents doing proptech or MLS usability research needs to go well beyond “works in real estate.” These dimensions separate the participants who produce usable findings from the broader pool:
| Screener dimension | What to capture |
|---|---|
| License type | Salesperson vs broker license |
| License status | Active, inactive, or expired (active only for production workflow research) |
| Specialty | Residential, commercial, luxury, REO, new construction, or relocation |
| MLS membership | Which MLS(es) and the specific platform interface (Matrix, Paragon, Bright MLS, CRMLS, Stellar, etc.) |
| Annual transaction volume | Under 10, 11 to 30, 31 to 75, or 75 or more closings per year |
| Role type | Solo agent, buyer’s agent on a team, listing agent on a team, team lead, or broker-owner |
| Brokerage model | Independent, national franchise, virtual brokerage (eXp, Real), or boutique |
| Transaction management tool | Dotloop, SkySlope, Authentisign, DocuSign Rooms, Transaction Desk, or none |
| CRM in daily use | Follow Up Boss, Chime, LionDesk, Propertybase, or spreadsheet-based |
| Technology decision authority | Decision-maker, influencer, or end-user only |
| Years licensed | Under 2 years (flag for most studies), 2 to 5, 5 to 15, or over 15 years |
The MLS platform and transaction tool questions are the most diagnostic. An agent running Dotloop-integrated workflows inside Bright MLS operates in a fundamentally different software environment from one using a standalone regional MLS with paper offer submission. Misalignment on this dimension is the single most common reason proptech usability studies produce mixed findings.
Verification: confirming participants are licensed
Real estate license verification is accessible and should be a standard pre-session step. The Association of Real Estate License Law Officials (ARELLO) maintains a national license verification database covering licenses in most U.S. jurisdictions. State departments of real estate or state real estate commissions also publish individual license lookup tools, typically searchable by name and license number.
Verifying a participant’s stated license number against their name and state confirms active licensure and catches overstatement of experience. For panels that perform pre-verification at recruitment, this step is already handled, which is one of the practical reasons verified professional panels justify a higher per-participant cost than generic alternatives.
Incentives that produce reliable response rates
Real estate agents expect compensation that reflects the real opportunity cost of leaving production work. These ranges produce consistent response rates across agent specialties:
- 30-minute session: $75 to $100
- 60-minute interview or usability test: $125 to $175
- 90-minute co-design or workshop session: $200 to $275
- Diary study (5 to 7 days, 10 to 15 minutes per entry): $150 to $225 total
Digital payment formats (Visa or Mastercard prepaid, Amazon gift cards, direct PayPal or Venmo transfer) are preferred over checks, which agents with 1099 income structures find administratively burdensome. Framing session invitations as compensation for professional expertise rather than a panel survey meaningfully improves response rates from experienced agents with high transaction volume.
How to incentivize B2B research participants provides rate benchmarks and format comparisons across professional roles for reference.
Session design for agent research
Avoid spring and fall peak seasons: March through June and September through October are near-impossible recruitment windows in active markets. Q1 (January through February), summer (July through August), and late November are the most reliable periods for fielding agent research.
Task-based formats outperform discussion: Agents respond well to tasks grounded in their actual work. “Walk me through how you would search for properties matching this buyer’s criteria” or “Show me how you would prepare this offer using the tool” produces far richer data than abstract questions about technology attitudes or interface preferences. Prototype testing and working environments produce cleaner signal than static wireframes.
Design for 45 to 55 minutes: Agents commit to shorter time windows more reliably than extended workshops. Design for a 45-minute core session with a 10-minute buffer rather than scheduling a 90-minute session that most active agents will not complete.
Clarify role before recruiting: Confirm whether you need buyer’s agents, listing agents, or both before opening recruitment. These roles have meaningfully different MLS workflows and different pain points with the same software. Recruiting a mixed cohort without deliberate design produces findings that are difficult to interpret and act on.
For a parallel guide on recruiting hard-to-reach licensed professionals in another regulated vertical, recruit insurance agents and brokers for insurtech research covers similar license verification, incentive, and screener design considerations.
For broader guidance on B2B professional recruitment in enterprise software contexts, enterprise software usability testing: a complete guide addresses participant complexity and session design for professional software audiences.
Frequently asked questions
Why do proptech and MLS software teams need licensed agents for usability research?
Licensed real estate agents and buyer’s agents are the primary daily users of MLS platforms, transaction management tools, CRM software, and showing schedulers. Their workflows determine whether a product gets adopted or quietly abandoned. Research that relies only on internal testers or generic consumer panels misses the professional constraints, MLS compliance requirements, and transaction-pressure context that define how agents actually use software in production.
What makes licensed real estate agents hard to recruit for research?
Four factors create friction. First, agents are self-employed contractors spread across thousands of independent brokerages with no central HR database. Second, their income is commission-based, so any session that pulls them out of active deal work has a real opportunity cost. Third, the label “real estate agent” covers very different roles: solo buyer’s agents, listing specialists, team leads managing dozens of transactions, and brokers overseeing offices, all with distinct workflows. Fourth, agent availability collapses in spring (peak buying season, March through June) and again in September and October, leaving Q1, summer, and late November as the most reliable recruitment windows.
Where can you find licensed real estate agents and buyer’s agents for research?
The most reliable channels are verified B2B professional panels that include pre-screened licensed agents, LinkedIn filtered by job title and brokerage size, and state REALTOR association networks affiliated with the National Association of Realtors. MLS board member directories, where accessible, are also highly targeted. Generic consumer panels rarely carry enough licensed, actively practicing agents to fill a B2B usability study.
What screener questions should you use when recruiting real estate agents?
Screen on license type (salesperson vs broker), current active status, specialty (residential, commercial, luxury, or REO), primary MLS membership and the specific system used (Matrix, Paragon, Bright MLS, CRMLS, etc.), transaction volume in the past 12 months, brokerage affiliation model (independent, franchise, or virtual), technology decision-making authority, and years in practice. The MLS system question is the most diagnostic: an agent using Bright MLS with integrated Dotloop workflows is a categorically different participant from one using a smaller regional MLS with manual transaction processes.
What incentive rates work for licensed real estate agents in research sessions?
Agents expect professional compensation that reflects lost selling time. Effective ranges are $75 to $100 for a 30-minute session, $125 to $175 for a 60-minute interview or usability test, and $200 to $275 for a 90-minute co-design workshop. Digital payment formats such as Visa prepaid cards, Amazon gift cards, or direct PayPal transfer are preferred over checks. Frame the invitation as compensation for professional expertise rather than a consumer panel survey, which meaningfully increases response rates with experienced agents.
How long does it typically take to recruit licensed agents for a proptech usability study?
Using a general consumer panel or open LinkedIn outreach, sourcing 8 to 12 qualified, verified agents typically takes 15 to 25 business days because the pool is thin and screener drop-off is high. A verified B2B professional panel with pre-screened licensed agents can deliver the same cohort in 3 to 7 days. The biggest variable is screener specificity: studies requiring a particular MLS system, a minimum annual transaction volume, or a specific brokerage model take longer than studies with broader agent criteria.