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
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.