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Preact Health

Preact Health

by erenz88·Feb 20, 2026·2 points·0 comments

AI Analysis

MidBold BetShip It

Credit-score-style health metric is clever, but survey-only MVP lacks clinical validation and differentiation.

Strengths
  • Addresses real pain point: health complexity and insurance language opacity are genuine frustrations.
  • Comprehensive survey captures social determinants of health (income, housing, education), not just medical metrics.
  • No-signup preview respects user time and lowers friction to try the concept.
Weaknesses
  • Survey-only product with no clinical validation, medical expertise, or peer review cited to justify scoring methodology.
  • Crowded space: Apple Health, Oura Ring, Levels, and dozens of health-tracking products already offer aggregated health scores; unclear what's novel here.
  • Author acknowledges technical weakness ('software development is the weakness') — Shiny + Python + Postgres is fragile for a health product requiring reliability and HIPAA compliance.
Category
Target Audience

Individuals seeking to understand their health status; potentially insurance companies or employers wanting standardized health metrics.

Similar To

Apple Health · Levels · Oura Ring

Post Description

In 2018, I attended Start Up school with the intention of creating a health tech start up. It started as an EHR but in an overly crowded space and dwindling desire for “social media” platform, I trashed the idea and started something new - a basic way for people to understand their health; distilling a complex topic into something more simple and understandable.

I’ve finally picked up enough technical skills (and with some coding help from AI) and data/business understanding to bring out Preact Health. Would love some feedback - I know there’s bugs and glitches: it’s a Shiny front end with a Python API and Postgres database. I’n confident with the data and the math - the technical side of software development is the weakness but I think it’s in a workable enough fashion to release.

Feel free to use without creating an account to see what it’s like and if you feel the desire to save it off and return later (future updates will include single question updates to get an updated score based off changes in your health/lifestyle) to see your score.

There is a path to sustainability where the road map currently includes incentivizing people to provide data and be paid for it, to help build risk models for insurance based off actual user data to get past biased population models which overrun insurance at the moment.

Thanks for your attention and if you’d like to give feedback, comment or you can email me at [email protected]. Best of luck to all the other founders out there!

Oh and if you’d like to play with the actual algorithm, the Python is open source for collaboration and development: https://github.com/preacterik/preact-health-scoring

Learn more at the main page: https://preacthealth.com

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