Live demo · public data · county-wide

Product Consumer Report

Enter a product and a city. The tool finds who already sells it, where the county is underserved, and ranks the openings. See something off? Send feedback.

Step 1 of 2
The product

What do you want to sell?

A category of thing people buy, not a brand.

What comes back

The report leads with the answer, then shows its work.

  1. Where to open

    Ten underserved neighborhoods, ranked, each numbered on the map beside it. The answer comes first.

  2. Who sells it now

    The businesses already distributing that product across the county, each drawing its one-mile coverage ring.

  3. Who lives there

    Household characteristics from the Census, named with their denominators: counts, not a claim about what people buy.

  4. Where coverage is thin

    A block-group density map of households per nearby vendor, and the residual a new shop could sit on.

Want an AI research system built for your business?
On your data

This runs on public sources. Yours would run on yours.

The demo uses shared public data so anyone can try it. In a client build, the same pipeline plugs into the sources you already license and delivers into your CRM, GIS, and proposal tools. You own the software when the engagement ends.