The Cold Start Playbook: Engineering a Healthcare Directory from Zero
The Cold Start Playbook
How do you launch a two-sided healthcare marketplace without the dreaded "chicken and egg" problem? You engineer it.
This video is a technical deep-dive into how the Oregon Counselor Directory was seeded from zero — no providers, no users, no data — and built into a functioning platform serving thousands of Oregonians searching for mental health care.
What You'll Learn
- Data acquisition strategy — How we ethically scraped and verified public licensing data from the Oregon Board of Licensed Professional Counselors & Therapists
- The cold start paradox — Why two-sided marketplaces fail, and the engineering patterns that solve it
- Database architecture — Designing a normalized-then-denormalized schema for speed at scale
- SEO as growth engine — How search-optimized provider profiles created organic demand before any marketing spend
Why This Matters for Oregon Therapists
Oregon ranks 47th in the nation for mental health care access (Mental Health America, 2024). With 88% of counties reporting provider shortages (OHA), building discovery infrastructure isn't just a tech problem — it's a public health imperative.
The directory now indexes over 17,000 providers and serves as a critical bridge between struggling Oregonians and the licensed professionals who can help them.
Watch the Full Video
Sources & References
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