58594bc7b9
- Add /v1/feed API endpoint with handler and tests - Remove health endpoint rate limiting (behind firewall, caused spurious 429s) - Add dashboard feed panel with list, row, empty state, and loading skeleton - Update home page to show feed instead of redirecting to skeptic - Improve API key auth middleware and DTO create/query params - Add OpenAPI conceptual guide (api-intro.md) with semaglutide examples - Add FindMyHealth application scaffolding (vision, architecture, prototypes) - Add FindMyHealth designer/writer and Aphoria founder-CEO agents - Update roadmap with current progress Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
76 lines
3.7 KiB
Markdown
76 lines
3.7 KiB
Markdown
# FindMyHealth
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### The Evidence Layer for the Healthcare Revolution
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**FindMyHealth** is a real-time intelligence platform and newsletter that uses automated ingestion to resolve the "Tower of Babel" problem in healthcare. We don't just aggregate news; we **stratify evidence** into a weighted hierarchy, surfacing emerging safety signals and clinical breakthroughs weeks before they hit the mainstream.
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---
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## 1. The Core Problem: The Healthcare Signal Gap
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The modern patient and practitioner are drowning in a sea of conflicting data:
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- **The Regulatory Lag:** The FDA takes months or years to update labels (e.g., the Semaglutide/gastroparesis delay).
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- **The Anecdote Avalanche:** Reddit and TikTok surface real signals (Tier 5), but they are buried in noise and misinformation.
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- **The Paywall Barrier:** High-quality clinical trials (Tier 1) are locked away or written in dense jargon.
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**The Result:** People make life-altering health decisions based on the *loudest* voice, not the *most authoritative* evidence.
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---
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## 2. The Solution: Automated Evidence Stratification
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Using the **StemeDB** backbone, FindMyHealth automates the research process that would take a human analyst 40+ hours.
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### The Three Pillars
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| Pillar | Function | User Value |
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|--------|----------|------------|
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| **Automated Ingestion** | Scans 500+ sources (PubMed, FDA, Reddit, X) per topic. | Coverage that no human-led newsletter can match. |
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| **Source Hierarchy** | Weights claims from Tier 0 (Regulatory) to Tier 5 (Anecdotal). | Instant clarity on *who* is saying *what*. |
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| **Conflict Detection** | Highlights where Tier 5 (social) contradicts Tier 0 (official). | Early warning system for side effects or efficacy. |
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---
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## 3. Product Experience: The Newsletter-First Flywheel
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Distribution is the product. We lead with a high-signal newsletter to build the audience, then upsell to the intelligence platform.
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### The Weekly "Pulse" Newsletter
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- **Trending Evidence:** 3-5 trending health topics (e.g., "Seed Oils," "Berberine," "New COVID Strains").
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- **The Stratified View:** A visual breakdown of what the different tiers say.
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- **Conflict Alert:** "Tier 5 reports 400% increase in [Symptom], Tier 0 remains silent."
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- **The Time-Travel Link:** "See how the consensus on this drug has shifted since 2022."
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### The Intelligence App (Premium)
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- **On-Demand Search:** Search any supplement or drug and get an instant evidence report.
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- **Real-time Alerts:** Follow "Semaglutide" and get a notification the second a new clinical trial or significant Reddit cluster appears.
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---
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## 4. Monetization Strategy (Tiered)
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High-margin recurring revenue with clear value escalation.
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1. **Free (The Hook):** Weekly newsletter + limited web searches. Revenue via high-end sponsors (clean-label supplements, lab testing).
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2. **Premium ($20/mo):** Unlimited searches, real-time alerts, and deep-dive PDF reports. Targeting biohackers, PhD researchers, and proactive patients.
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3. **B2B / API ($499+/mo):** Access to the **FindMyHealth API** for clinics and supplement brands who want to monitor their own product safety/efficacy signals.
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---
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## 5. The Competitive Moat
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While others are "AI wrappers," FindMyHealth has three layers of defensibility:
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1. **The Infrastructure:** StemeDB is a custom-built probabilistic database. It's not just a GPT prompt; it's a new way of storing truth.
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2. **The Historical Data:** Every week we ingest trending topics, we build a "Time-Travel" archive that competitors can never back-fill.
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3. **The Domain Complexity:** Healthcare regulation acts as a natural moat. The stakes are too high and the data is too messy for shallow competitors.
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---
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## 6. The North Star
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> We aren't building a blog. We are building the **Bloomberg Terminal for Health Evidence**.
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