CG Common Ground | Kinetic ML
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Kinetic ML: the lead-enrichment engine we built for a client

A small marketing company needed to prove its outreach research live, not on a slide deck. Common Ground built the lead-enrichment engine that runs at kineticml.com and turns every demo into a captured lead.

IndustrySales intelligence and lead enrichment
Project typeContract build: a lead-enrichment engine, work study
SeatJesse Fowler, Common Ground, 2025
StackNext.js, FastAPI, Claude

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.

Problem

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.

What we did

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.

Result

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.

The demo is the pitch.Jesse Fowler

Read on

01

The decision and the reasoning

Why we did it this way, told first.

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02

What we did and what it produced

The work, decision by decision, and the result.

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03

A slice of the project list

A few related projects.

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Team

Private side

The full report, the source files on record, the timeline and every figure with its source. Password.

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