The situation
The enrichment engine running in public at kineticml.com. A visitor names any real business and watches the pipeline do its job on screen: scan the website, pull the reviews, find the socials, identify the decision maker, discover the email, and write the outreach. The demo is the pitch.
The client is a small marketing company that sells outreach and lead-generation work to local and small businesses, the sellers a contact database can't reach. They needed a way to prove that pitch live, on a business a prospect actually picked, rather than on a slide deck making the same claim. Common Ground built the engine that runs the pitch.
Most enrichment tools sell a database. This one runs the research in front of the prospect, on a business they name, and ends with outreach drafted from what it just found. That transparency converts, and every completed run becomes a captured lead in the client's own pipeline.
Sales intelligence tools sell dashboards and pre-built contact databases that are weakest exactly where local business lives. A nail salon's owner is not in a B2B contact graph; she is on the website's about page, in the Yelp listing, in the review text, so a prospect has to take a vendor's word that the research actually works.
Built and delivered a live demo at kineticml.com for the client: a visitor names any real business and watches an eight-step pipeline research it in real time, scan the website, pull the reviews, find the socials, identify the decision maker through a seven-source waterfall, discover the email with a confidence score, and write the outreach, misses shown along with hits.
Shipped and live since 2025, matured to backend v3.1.0 in early 2026. Every visitor who completes a run lands in the client's CRM as a captured lead. The engine is live and running the client's outreach pitch today.
Read on
The decision and the reasoning
Why we did it this way, told first.
ReadWhat we did and what it produced
The work, decision by decision, and the result.
ReadA slice of the project list
A few related projects.
ReadPrivate side
The full report, the source files on record, the timeline and every figure with its source. Password.
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