Auto-generate multifamily real estate market research reports

It pulls market data and turns it into a full multifamily research report with tables, charts, and written analysis.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig(("user specifies market and asset class")):::human s0["pull vacancy and rent data"]:::svc s1["write narrative analysis"]:::task s2["build tables and charts"]:::task s3[("deliver finished report")]:::store trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"polished sourced market research report"/]:::out pay{{"saves days of report prep"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepAn outside serviceA personA record or sheetResultPayoff
Build size
Starter

A small build with a couple of connected tools.

Business functions
Knowledge Base & RAGReporting & AnalyticsResearch & Market IntelligenceReal Estate & Property
Connects
OpenAICoStar

The problem it solves

Putting together a market report for a submarket means pulling vacancy numbers, rent comps, and construction pipeline data from several paid research services, then writing it all up into something a client will actually read. That takes days you don't have, and by the time it's finished the numbers might already be stale. You want a polished, source-backed report your team can hand off without redoing the formatting every time.

Who it fits

Commercial real estate brokers, analysts, and property management firms who need market reports for clients or investors.

How it works

  1. You name the market and asset class you want covered.
  2. The automation pulls current data on vacancy, rents, and construction pipeline.
  3. OpenAI writes the narrative analysis and builds supporting tables and charts.
  4. Sources from research providers such as Marcus & Millichap, CoStar, and CBRE are cited throughout.
  5. A finished multi-page report is delivered ready to share with clients or investors.
What you get

Market reports ready to hand clients

You get a full multifamily market research report with current vacancy, rents, and construction data, written up and ready to share with clients or investors.

What you get

A multi-page market research report with data tables, charts, and narrative analysis for a chosen city and asset class.

What you need

An OpenAI API key and access to commercial real estate data sources such as CoStar or a similar research subscription.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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