Live demo · public data

Market Researcher

Search a business you know well and see how I do. Tell me what doesn't work, or how I can make it better.

Step 1 of 3
The business

What kind of business?

A category, not a brand. That is all step one needs.

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.