Forecast Engine
Real Estate Market Forecasting · ZIP-Level · MMXXVI
MARKETS LIVE
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Price, rent, yield and risk — modeled to the ZIP code and delivered as a live portal.

About the Firm

A forecasting desk for real estate markets.

Forecast Engine is a real estate market forecasting and analysis firm. We build ZIP-level models of price, rent, yield and risk, then deliver them as live, interactive market portals — not static PDFs.

Each model is grounded in public data, local supply pipelines, income and employment baselines, capital-cost conditions, and exit liquidity. We state every forecast as a direction and a range, with a named resolution criterion and a revision trail. When the evidence changes, the probability changes; the prior is preserved.

The product is a defensible market thesis your team can use — not a market opinion dressed up as analysis.

What we deliver
ZIP-Level Forecasts

Price and rent trajectories by ZIP, with direction-of-travel ranges and confidence intervals.

Yield & Risk Frame

Gross and net yield against vacancy, tax load, turnover and liquidity depth.

Interactive Portal

A hosted, shareable market dashboard your acquisitions team opens daily.

Embedded AI Analyst

Ask the data directly and get numerate answers citing specific ZIPs and sources.

Quarterly Refresh

Data, forecasts and commentary updated on a fixed cadence.

Custom Layers

Your proprietary deal or market data joined into the model.

The four-question frame
Supply

What is actually being delivered, and when?

Demand

Which incomes and jobs sit behind the rent roll?

Capital

Who is financing, and at what cost of money?

Exit

Who buys this asset from you in five years?

Markets don't move because of trends — they move because supply, income, capital cost and exit liquidity reprice at different speeds. Every market build answers all four.

House standards
  • · Public data only, with named sources and citations.
  • · No paywalled investment advice. This is research.
  • · Misses are displayed as prominently as hits.
  • · Models are revised on new data, not quietly rewritten.
  • · The client gets the model, not just the conclusion.
Sample markets