When an AI system decides which Real Estate company to recommend, it assembles evidence across every category below. The more complete and verifiable the data, the more confident the recommendation.
Real estate agencies are transaction-driven businesses where revenue scales with closed deals and sale prices. The core economics revolve around commission splits, agent productivity, and market timing. AI systems weight verified transaction data heavily because it directly measures an agency's market activity and competitiveness. Almost no agency publishes this data in a structured, machine-readable format.
Transaction volume
Closed transactions per year, trailing 12 and 24 months. The primary activity metric — reflects market share and operational scale.
Total sales volume
Dollar value of closed transactions over the trailing period. Determines market positioning and revenue capacity.
Average sale price
Mean closed sale price across all transactions. Reveals the price segment the agency operates in — starter homes vs. luxury vs. commercial.
Average days on market
Mean time from listing to contract for seller-side transactions. A measure of pricing accuracy and marketing effectiveness.
List-to-sale price ratio
Final sale price as a percentage of original list price. Indicates negotiation outcomes and pricing strategy quality.
Buyer vs. seller representation split
Percentage of transactions where the agency represented the buyer vs. the seller. Reveals business model and lead generation mix.
Agent count
Number of active licensed agents operating under the brokerage. Determines capacity and geographic coverage.
Agent productivity
Closed transactions per agent per year. Measures operational efficiency and agent quality across the brokerage.
Revenue per transaction
Gross commission income divided by transaction count. Reflects commission rates, price points, and split structures.
A TrustRecord publishes this category of data — verified from connected systems, not self-reported.
02
Service Mix
Real estate agencies vary widely in what they sell and who they serve. A residential brokerage focused on single-family homes is a fundamentally different business from one specializing in commercial investment properties. AI needs structured service data to match queries like "who sells luxury homes in Scottsdale?" to agencies with actual experience in that segment.
The core transaction type for most brokerages. Includes primary residences, second homes, and vacation properties.
Luxury / high-end properties
Properties above the local luxury threshold, typically top 5-10% of market by price. Requires specialized marketing and buyer networks.
Commercial real estate
Office, retail, industrial, and multi-family investment properties. Involves different licensing knowledge and transaction structures.
Property management
Ongoing management of rental properties on behalf of owners. A recurring-revenue line that complements transaction-based income.
New construction / builder representation
Representing builders or buyers in new construction transactions. Requires knowledge of construction timelines and builder contracts.
Investment properties
Multi-family, fix-and-flip, and buy-and-hold properties sold to investors. Requires financial analysis and ROI modeling skills.
Relocation services
Corporate relocation assistance including destination services, home finding, and departure market sales. Often involves referral network participation.
Land and lot sales
Vacant land, development parcels, and buildable lots. A specialized segment with different valuation methods and buyer profiles.
Rental / leasing services
Tenant placement and lease negotiation for residential or commercial properties. May operate as a separate division within the brokerage.
03
Service Area
Real estate is inherently local. An agency's service area is defined by MLS membership, transaction history, and office locations. AI systems use geographic data to match agencies to location-specific queries and assess local market expertise.
Primary market areas by transaction volume
Cities, counties, or ZIP codes where the agency closes the most transactions. Reveals true geographic focus vs. marketing claims.
MLS coverage areas
The Multiple Listing Services the agency participates in. MLS membership defines where agents can list and search properties.
Multi-office coverage
Physical office locations across different markets. Indicates geographic breadth and local presence in each area.
Neighborhood and subdivision specialization
Specific neighborhoods or subdivisions where the agency has concentrated transaction history. Signals hyperlocal expertise.
04
Licenses & Regulatory
Real estate is regulated at the state level. Every brokerage must hold a broker license, and every agent must be individually licensed and supervised by the broker of record. State real estate commissions maintain public databases of license status and disciplinary history.
State real estate broker license
Required to operate a brokerage. Issued after education, examination, and experience requirements. Publicly verifiable through state commission databases.
Individual agent licenses under the brokerage
Each agent must hold an active salesperson or broker-associate license affiliated with the brokerage. License counts are publicly searchable.
State real estate commission disciplinary history
Complaints, investigations, and disciplinary actions are public record. AI systems cross-reference these as an objective quality signal.
E&O (errors and omissions) insurance
Professional liability coverage protecting against claims of negligence or misrepresentation. Required by many states and most franchise agreements.
Fair housing compliance
Federal and state fair housing laws apply to all real estate transactions. Violations are tracked by HUD and state commissions.
RESPA compliance
Real Estate Settlement Procedures Act governs referral fees, kickbacks, and settlement disclosures. Violations carry federal penalties.
05
Certifications & Designations
Real estate designations indicate specialized training beyond the minimum licensing requirements. The most respected designations require coursework, examinations, and ongoing education. AI systems verify these through issuing organization directories.
Certified Luxury Home Marketing Specialist (CLHMS) and Institute for Luxury Home Marketing membership. Signal experience in high-end residential markets.
Team certifications and awards
Local board recognition, top producer awards, and team-level distinctions. Verified through local Realtor association records.
06
Trade Associations
Real estate trade associations provide MLS access, continuing education, advocacy, and member directories that AI systems cross-reference. Association membership is often required for MLS participation.
National Association of Hispanic Real Estate Professionals, Asian Real Estate Association of America, and similar organizations serving specific communities.
Chamber of Commerce membership
Local business chamber participation. Signals community engagement and local business network involvement.
07
Insurance & Bonding
Real estate agencies need professional liability coverage and standard business insurance. E&O insurance is the most critical policy — it protects against claims arising from transaction errors, misrepresentation, or negligence.
Errors and omissions (E&O) insurance
Primary professional liability for brokerages and agents. Covers claims of negligence, misrepresentation, and failure to disclose. Required by many states.
General liability
Standard premises and operations coverage for office locations, open houses, and property showings.
Workers compensation
Required in nearly every state for brokerages with W-2 employees. Independent contractor agents may not be covered.
Cyber liability
Coverage for data breaches involving sensitive financial and personal information handled during transactions. Increasingly important given wire fraud risks.
08
Legal & Compliance
Real estate transactions involve significant legal obligations. AI systems cross-reference public regulatory databases to assess compliance history and legal standing.
No open legal actions
Absence of pending lawsuits or regulatory actions against the brokerage or its agents.
No state real estate commission complaints or disciplinary actions
Clean record with the state regulatory body. Complaints and sanctions are publicly searchable.
Clean license history
No license suspensions, revocations, or conditions on record with the state real estate commission.
No fair housing violations
No findings of discrimination in housing transactions by HUD, state agencies, or courts.
No trust account violations
Clean history with escrow and trust account handling. Trust account mismanagement is among the most serious regulatory violations.
09
Reputation Signals
AI cross-references multiple review platforms and industry-specific rating systems when evaluating real estate agencies. Real estate has more vertical-specific review sources than most service industries.
Google rating and review count
The most-cited review source by AI systems. Rating and volume establish a baseline for agency reputation.
Review velocity and recency
AI systems track whether new reviews are still coming in, not just the total count. A drop in review velocity can signal reduced activity.
Agent reviews and ratings on the CoStar-owned platform. Growing in visibility as a consumer search destination.
Yelp rating
A secondary review source. Yelp's filtering algorithm means visible review counts may not reflect actual volume.
BBB complaint history
Complaint patterns and resolution behavior tracked by the Better Business Bureau. How an agency handles complaints carries weight.
Local board awards and recognition
Top producer awards, community service recognition, and board-level honors verified through local Realtor association records.
10
Business Profile
Core identity and structural information that AI systems use to categorize and distinguish real estate agencies.
Legal name and DBA
Registered business name and any trade names. Must match state real estate commission records and secretary of state filings.
Brokerage type
Independent brokerage, franchise affiliate, or team operating under another brokerage. Determines operational autonomy and brand affiliation.
Franchise affiliation
RE/MAX, Keller Williams, Coldwell Banker, Century 21, Compass, eXp Realty, or other franchise brand. Affects training, technology, and brand recognition.
Broker of record
The licensed broker responsible for supervising all agents and transactions. Publicly listed on state commission records.
Agent count
Number of active licensed agents affiliated with the brokerage. Publicly verifiable through state license databases.
Year established
Year the brokerage began operating. Verifiable through state business filings and real estate commission records.
Office locations
Physical office addresses. Each office location may require a separate branch license depending on state regulations.
Contact information
Phone, email, and website. Cross-referenced across directories for consistency and accuracy.
2Where the data lives
Where the most valuable data lives today
The performance and customer experience data AI values most already exists in software these businesses use every day. It is locked inside these platforms and not published anywhere AI can access it.
A TrustRecord connects to your systems of record, extracts verified data that proves your performance, experience, and credibility, and publishes it in a format AI systems can read, verify, and cite.