Healthcare Lead Generation, Reinvented

The NPI registry contains over 5 million healthcare providers. Medicare publishes prescribing patterns, procedure volumes, and quality metrics for millions of physicians. This data is public. But until now, using it effectively required enterprise-level data science teams.

We built Oystercatcher to change that. Our platform lets any healthcare sales team—whether you're a 3-person startup or a 300-person organization—describe their ideal customer in plain English and get a ranked, scored list of providers who actually match.

Under the hood, we use AI to interpret your description, extract structured criteria, generate semantic embeddings, and score every matching provider on three dimensions: how well they fit your ICP, how ready they are to buy, and how reachable they are. Each score comes with an explanation, so you know exactly why a provider ranked high or low.

The result: sales teams spend less time building lists and more time having conversations with providers who actually need what they're selling.

Oystercatcher, LLC is based in Connecticut and serves MedTech, pharma, and healthcare software sales teams across the United States.