Markerr

Markerr — Property-level rent and market forecast dataset for multifamily and single-family rental, built on a census-scale panel of publicly observable rent data collected daily. Two distinct layers: an observed panel covering every property and submarket with real-time metrics browsable by address or map (REBA Market Explorer and Data Studio, with filtering on property metadata such as location, unit size and amenities), and a derived forecast layer projecting rents, population and demographics forward, plus market scoring models designed to be embedded directly into a buyer's own underwrit…

Markerr offers (Alternative, Price, Fundamental, Reference) — census-scale claim covering essentially the full property universe across both multifamily and single-family rental rather than a sample, refreshed daily, with property metadata attributes and forward forecasts per property and submarket — implying hundreds of millions of property-observation rows a year once daily versioning is counted, and the same coverage carried forward into forecast series. Coverage is described as a census, so this is among the largest panels in the cohort..

Sold for underwriting, market research, BI enrichment and portfolio optimisation with risk-aware pricing. Latent high-value uses: property-level rent-growth forecasting features that extend to single-family rental, where most incumbents cover only multifamily; automated valuation model enrichment with forward rent projections rather than trailing comparables; absorption and concession-trend nowcasting from daily listing churn; submarket scoring and disposition screening; and — the most interesting one for a model builder — licensing the forecast history as a labelled backtest set, since paired forecast-versus-actual outcomes let a buyer evaluate or train a rent-forecasting model without spending years accumulating observations.

The data is with 7 years of history.

Coverage spans US; Data Processing & Outsourced Services, Real Estate Operating Companies; alternative, price, fundamental, reference; equities, fixed_income, structured_products.