WAwellness & ai
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Cheat sheet

Personalised Content Engine — Cheat Sheet

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One-page reference for implementing a full-stack content personalisation system: session signals, click/dismiss/dwell tracking, affinity heatmaps, signup gates, and daily analytics reports.

Who it's for

For people running their own AI Health Stack.

Best for

  • You already collect data from a tracker, lab, or app and want to read it yourself.
  • You're tired of one-app dashboards and want a system you control.
  • You're comfortable pasting prompts into Claude, ChatGPT or Gemini.

Not the right fit if

  • You want a single app that decides everything for you.
  • You're looking for medical advice — this is a personal-knowledge tool.

Audience: Individuals · Domain: ai

🔒 The step-by-step guide unlocks after purchase.

Before you buy.

It's built for individuals who already collect data from a watch, ring, app or lab and want to read it themselves with AI — no clinician portal, no subscription stack.

Find the next layer of your stack.

One tool down. The whole system is here.

Resources hit harder when they sit on top of the method, the proof, and the right toolset.