Insights for multifamily market leaders

Explore expert analysis, trends, and data-driven strategies for multifamily professionals. Stay ahead with actionable market intelligence.

Read articles
image of finished apartment building (for a general contractor).
image of office environment [interface]
image of architecture firm consultation scene 1
Industry insights

Multifamily market trends decoded

Explore expert analysis, data-driven strategies, and actionable updates for multifamily operators and investors. Stay ahead with the latest market intelligence and performance insights.

[headshot]
Elizabeth Braman, CEO
Market Data for Multifamily
Read articles
Insights & analysis

Multifamily market intelligence hub

Explore expert articles, trends, and data-driven updates for multifamily professionals.

image of office environment [interface]
Market Data

Integrating Licensed Data into BI Tools

Integrating licensed multifamily market data into business intelligence (BI) tools allows apartment owners and operators to transform rent comps, market surveys, and financial benchmarks into real-time, portfolio-wide dashboards. By combining external licensed data with internal PMS performance metrics, teams can automate reporting, improve rent positioning, identify risk early, and deliver investor-ready benchmarking. Seamless integration through platforms like Revolution RE ensures market-specific multifamily data flows directly into standardized dashboards and reports, eliminating manual comp shops and fragmented spreadsheets. For modern multifamily operators, BI integration turns licensed data into a scalable, decision-driving operating system.

image of office environment [interface]
Market Data

Data Sources for Apartment Benchmarking

Effective apartment benchmarking relies on combining multiple data sources, including market survey data, licensed rent comps, property management system (PMS) performance data, financial benchmarking composites, brokerage research, and public economic datasets. While internal PMS data shows how a property is performing, licensed multifamily market data provides the external context needed to benchmark rents, occupancy, concessions, expenses, and NOI against the competitive set. Structured and compliant data sources are essential for accurate rent positioning, portfolio performance analysis, acquisition underwriting, and investor reporting. For multifamily owners and property managers, integrating internal and external data creates a scalable, defensible benchmarking strategy.

image of office environment [interface]
Market Data

Types of Data Licenses

Multifamily data licenses come in several structures—including single-property, portfolio-wide, geographic, API-based, internal-use-only, redistribution, custom composite, and enterprise agreements. The right license determines how apartment owners and property management companies can use rent comps, market surveys, financial benchmarks, and performance data for benchmarking, reporting, and BI integration. Choosing the appropriate license ensures scalability across multiple properties, supports investor reporting, and protects against compliance risk. For multifamily operators, understanding license types upfront is essential to maximizing the value of licensed market data while avoiding contractual limitations.

image of office environment [interface]
Market Data

Benefits of Data Licensing for Benchmarking

Data licensing gives multifamily owners and operators structured access to rent comps, market surveys, occupancy trends, and financial benchmarks that power accurate apartment benchmarking. With licensed multifamily market data, teams can compare performance across properties, submarkets, and portfolios—identifying underperformance, expense outliers, concession trends, and lease exposure risk. Unlike manual comp shops or static reports, licensed data integrates into BI tools and reporting workflows, enabling standardized, scalable, and defensible benchmarking. For asset managers and property management companies, data-driven benchmarking improves rent positioning, investor reporting, underwriting accuracy, and overall portfolio performance.

image of office environment [interface]
Market Data

Introduction to Data Licensing for Apartments

Data licensing for apartments gives multifamily owners, operators, and property managers structured, ongoing access to real estate market data—including rent comps, market surveys, occupancy trends, financial benchmarks, and portfolio performance metrics. Instead of relying on manual comp shops or static reports, licensed data enables scalable benchmarking, automated reporting, and integration into BI tools and investor dashboards. As multifamily portfolios grow more institutional and data-driven, licensed market data has become essential infrastructure for accurate rent positioning, acquisition underwriting, and portfolio risk management.

image of office environment [interface]
Market Data

Data-Driven Insights: Understanding Market Trends in 2026

The economic landscape of 2026 reveals significant shifts in consumer behavior, investment patterns, and economic indicators that are shaping the future.

image of office environment [interface]
Market Data

Phoenix Multifamily Market Data: What the Last 12 Months Reveal About Revenue Volatility

Phoenix remains one of the most analyzed multifamily markets in the country, but looking at actual operating financials over the past 12 months, one pattern stands out clearly: Phoenix performance has been far more volatile than headline market narratives suggest.