Fitness app shows a peer-reviewed study behind every calorie and macro goal

A developer built a fitness app that links each calorie and nutrient target to an actual published research study. The app is not yet released — only a waitlist is open. The goal is to make health recommendations more trustworthy.

Most fitness apps tell you to eat a certain amount of protein or calories without explaining why. This app attaches a real academic citation — a peer-reviewed study — to every target it recommends, so users can see the evidence behind the numbers.

This is an early-stage solo project, not yet publicly available. It has no direct connection to AI agent development or cost reduction, but it's a notable example of building trust through transparent sourcing in consumer health tools.

Key points

  • Every calorie and macro target comes with a linked research study
  • Only peer-reviewed studies are cited, not blogs or opinions
  • Currently pre-launch — only a waitlist is available
  • Built by a solo developer as an indie project

Quick term guide

Link
A fictional bond between two people’s minds, bodies, or powers.
waitlist
A list of people who sign up to be notified when a product becomes available, collected before launch
peer-reviewed study
A research paper that other expert scientists have checked and approved before it was published.
AI agent
An AI program that can inspect information and suggest what to do next.
build
A chosen set of in-game abilities or items a player equips for their character.
sourcing
Buying goods in large quantities directly from factories or wholesale suppliers, often to resell them.
macro
A reusable text or action pattern used to avoid repeating the same work.
indie
Short for 'independent' — made and sold by one person or a tiny team, not a big company.
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