Rent price trends built for market benchmarking
AI-enriched • Normalized • Market-ready
Trends IQ transforms millions of raw rental records into statistically consistent rent price trends. Covering single-family rentals (SFR) and multifamily housing nationwide, Trends IQ provides aggregated, benchmark-ready insights.
Trusted by Leading Brands
Trends IQ delivers rent price trends you can trust
Standardized rent intelligence
Rent price trends are normalized across markets to support apples-to-apples comparison between ZIP codes, MSAs, states, and national baselines.
Statistical rigor behind every trend
Trends begin with deep primary-source rental data from systems of record where rents are set and finalized. Rigorous statistical methodologies establish reliable baselines.
Urban and non-urban market coverage
AI and machine-learning models extend trend visibility into less urbanized and data-sparse markets while maintaining statistical integrity.
Historical trend depth
Access rent price trends with historical coverage dating back to January 2020, enabling long-term analysis, seasonality tracking, and cycle comparison.
Nationwide rent price trends
Track rent price movement across 16K+ ZIP codes, 800+ MSAs, and U.S. metros.
Single-family and multifamily benchmarks
Rent price trends for both single-family rentals (SFR) and multifamily apartments, segmented by property type and bedroom count.
Seamless data delivery
Aggregated rent price trend data is delivered directly to client-owned AWS and Azure environments for easy integration into dashboards, models, and analytics workflows.
Legally compliant data
All rent price trends are derived exclusively from first-party property management data—no scraped, survey, or private data.
Accurate rent price trends you can benchmark against
At PropTech IQ, we're big on data. After decades of collective Multifamily experience, we've learned that clean data, and granular analysis, are the best ways to understand how proptech can and will affect a community's NOI and ROI. Leveraging Dwellsy IQ as one of our primary sources of truth as it relates to live and historical market data, we can provide a more accurate picture of the potential value of a successful proptech adoption than ever before. By leveraging factual rental data in this way, we not only enhance our product offerings but also drive strategic growth across the PropTech sector.
See long-term shifts before they show up in headlines
Scraped listings and biased or thin samples create false trends. Trends IQ applies AI-enriched trend modeling to millions of rental records sourced from property management systems, producing statistically consistent rent price benchmarks across 16K+ ZIP codes and 800+ MSAs.
FAQ
What are rent price trends?
Rent price trends measure how rental prices change over time across markets. Trends IQ calculates these trends using aggregated, cleaned, and statistically smoothed rental data to provide reliable benchmarks.
How are rent price trends calculated in Trends IQ?
Trends IQ aggregates rental data after removing duplicates and correcting anomalies, then applies median standardization and smoothing techniques such as LOESS, EMA, and Gaussian filtering to produce consistent trend signals. Machine- and deep-learning layers then enrich remaining gaps to improve coverage, continuity, and cross-market consistency.
What data sources are used for Trends IQ?
All rent price trends are derived from first-party property management system data sourced directly from over 25,000 property managers through Dwellsy IQ.
Does Trends IQ include single-family and multifamily rent trends?
Yes. Trends IQ includes rent price trends for both single-family rentals (SFR) and multifamily apartment properties, segmented by bedroom count.
Is Trends IQ real-time data?
Trends IQ focuses on aggregated and benchmarked rent price trends, not raw real-time listings. It is designed for market analysis, benchmarking, and long-term trend evaluation rather than point-in-time pricing.
How granular are the rent price trends?
Rent price trends are available at national, state, city, MSA, and ZIP code levels, enabling both macro and hyper-local analysis.
Is Trends IQ data legally compliant?
Yes. Trends IQ contains no scraped data, no survey data, no PII, and no private information. All trends are derived from compliant, first-party systems of record.
How is Trends IQ different from Total IQ?
Total IQ provides property-level, real-time rental data. Trends IQ provides aggregated, statistically consistent rent price trends designed for benchmarking, research, and macro analysis.
How is Trends IQ delivered?
Trends IQ is delivered directly to client-owned AWS and Azure environments for seamless integration with analytics and reporting platforms.
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