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Moodwell · FitnessProduct layer

Build a training routine you can keep.

Fitness is where Moodwell earns daily use: log every set fast, plan the week around real life, and watch strength move over time. All of it comes from your own records, sitting next to the food, health, and mood data that explain a good or bad session.

Layer
Fitness
Core loop
Plan → log → review
AI
Optional, credit-based
Platforms
Android beta · Desktop web
Moodwell Fitness edit-session screen with barbell back squat sets logged by weight and reps
Edit a session. Corrections recompute totals; records keep the values set at the time.
Moodwell weekly training plan with push, pull, and leg sessions scheduled across the week
The training week lives on the same plan as meals, doses, and check-ins.
Moodwell Progress screen with an overall strength index, consistency streak, and lifetime load
A muscle-weighted strength index from your own estimated one-rep maxes.
Moodwell Body screen with front and back muscle maps shaded by training volume
Where your working sets have gone, on a muscle map. Always free.
The problem

Training data is only half the story

Workout apps are good at counting sets and bad at context. A stalled squat looks like a programming problem until you see the short sleep, the missed meals, or the stressful week sitting next to it, and those live in other apps.

I wanted a training log fast enough to use between sets, honest about what it can measure, and connected to everything else that moves performance.

What I built

The Fitness layer, feature by feature.

Set-by-set logging

Start a session, log reps and weight for each set, and review the completed workout. Edits recompute totals without rewriting records set at the time.

Routines that fit your week

Start from a program, an AI draft, or a blank routine. Pick exercises, set targets, and arrange sessions on the shared weekly plan.

Strength and body tracking

A muscle-weighted strength index, per-movement strength history, a muscle map, and body measurements compared over time.

Exercise library

Search and filter movements by body part and equipment, and inspect one before adding it to a routine.

Records and history

Personal records linked to the workouts that set them, plus every completed session and its summary.

Injury and discomfort notes

Record an injury or discomfort so the context is still there when you look back at a stretch of training.

Product decisions

The calls that shaped it.

  1. 01

    Label estimates as estimates

    Strength numbers are derived from logged sets, not measured physiology, and the product says so. A trend you can trust beats a precise-looking number you can't.

  2. 02

    Corrections don't rewrite history

    Editing a session recomputes totals, but personal records keep the values they had when they were set, so the log stays an honest record of what happened.

  3. 03

    Progress views are always free

    Strength, body, and history screens come straight from your own log and never spend AI credits. AI is reserved for drafting and conversation.

  4. 04

    Training sits on the shared plan

    Workouts are scheduled on the same weekly plan as meals, doses, and check-ins. One record, two doors: the Fitness view and the whole-week view.

AI

Where AI helps

AI helps you plan and ask questions. It never logs a set for you.

AI routine drafts

Generates a starting routine from your goals and schedule, which you edit before saving.

Uses credits. Doesn't replace professional training advice.

Ask the coach

A contextual coach button on every Fitness screen answers questions about your recorded routine and history.

Answers come from your own logged data.

Guardrails & limits

What it won't do.

  • Not a substitute for a trainer

    AI-assisted routine creation does not replace professional training advice.

  • Derived, not measured

    Strength estimates are derived from logged workout data, not direct physiological measurements.

Keep exploring

More of the build.

Back to the overview
← Previous

Discoverability

184 pages, a markdown twin for each, llms.txt, and explicit content signals for search and AI assistants.

Read the deep dive
Next →

Nutrition

Six capture methods, adaptive calorie targets, and meal planning on the shared weekly plan.

Read the deep dive
Product layer

Health

Medication, supplement, GLP-1, and peptide tracking, with a cited safety check that never fakes an all-clear.

Read the deep dive
Product layer

Mindfulness

One-minute check-ins, journaling, guided conversations, and 30 short wellbeing tools.

Read the deep dive
Cross-layer system

AI & integrations

13 coach personas with identical permissions, a credit model, review-before-save, and read-only Health Connect.

Read the deep dive
See it for yourself

Try Moodwell.

Android beta applications are open and the iOS waitlist is live. Plans are $9.99 a month or $99 a year, with a 7-day trial.

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