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How to Clone MyFitnessPal

Calorie counting and food-tracking subscription app

iOS medium to clone Freemium subscription with advertising (free diary + ads, premium yearly plan)
Est. monthly revenue
$20Mโ€“$30M/mo
rough estimate, 2024
MVP build time
2โ€“4 weeks with AI builders
full version: 3โ€“4 months
Clone prompts
5 builders
Lovable ยท Bolt ยท Cursor ยท v0 ยท Base44
Briefing

What is MyFitnessPal?

MyFitnessPal is the app that made calorie counting mainstream. You set a goal, log what you eat by searching a giant food database or scanning a barcode, and it tracks calories and macros against a daily budget. That single loop - log food, see the number, adjust - has kept it at the top of the health charts for over a decade and powers a subscription business doing several hundred million dollars a year.

The product's moat is the food database: millions of foods and packaged-product barcodes, much of it user-contributed, which makes logging fast and accurate. Free users get the core diary and barcode scanner; MyFitnessPal Premium charges for macro goals by gram, food-quality insights, no ads, and deeper analytics. It is a classic freemium content/utility app: enormous free funnel, ads on the free tier, and a yearly subscription for the people who are serious about their numbers.

For a cloner, the calorie-tracking loop is well-understood and AI has changed the economics: photo-based food recognition (point your camera at a plate and get an estimate) is now feasible without a hand-built database, which is exactly how newer apps like Cal AI broke through. The realistic clone isn't 'MyFitnessPal but bigger' - it's a sharper take for a specific goal: a diet protocol (keto, macro-first, diabetic), AI photo logging as the headline, or a coaching-led, less-spreadsheet experience for people who find MFP intimidating.

Who it's for: People trying to lose weight, build muscle or hit macro targets - a huge mainstream health market spanning beginners to serious lifters. Clone opportunities target a specific protocol or pain point: keto/low-carb, diabetic-friendly logging, macro-first athletes, intuitive eating, or an AI-photo-logging experience for people who hate manual entry.

Revenue model

How MyFitnessPal makes money

Revenue estimate
$20Mโ€“$30M/mo

Rough estimate combining reported subscription revenue (around $300 million/year) and ad revenue into a monthly figure; the real split varies by quarter. CloneMRR is not affiliated with MyFitnessPal; figures are for educational purposes.

Spec sheet

Features to build

MVP ship this first

  • โœ“ Food diary
    Log foods to breakfast/lunch/dinner/snacks for each day with serving sizes; see running calories and macros against a daily goal.
  • โœ“ Food database & search
    Search a catalog of foods with calories and macros; pick a serving size and quantity to add to the diary.
  • โœ“ Barcode scanner
    Scan a packaged product's barcode to look it up and log it instantly (camera + a product database/API).
  • โœ“ Goals & calorie budget
    Onboarding sets goal (lose/maintain/gain), activity level and target, computing a daily calorie and macro budget.
  • โœ“ Dashboard & progress
    A daily ring/bar showing calories remaining and macro split, plus a weight-log chart over time.
  • โœ“ Paywall + subscription
    Free diary with ads; gram-level macro goals, no ads and advanced insights behind a yearly subscription (RevenueCat / Stripe).
~ 2โ€“4 weeks with AI builders

Full version add later

  • + AI photo food logging
    Point the camera at a meal and get an estimated calorie/macro breakdown to confirm - the modern headline feature (vision model).
  • + Recipe & meal builder
    Build a recipe from ingredients, compute per-serving nutrition, and save meals to log in one tap.
  • + Exercise & step integration
    Log workouts and pull steps/active calories from Apple Health / Google Fit to adjust the calorie budget.
  • + Macro & nutrient analytics
    Premium charts: macro trends, micronutrients, and food-quality scoring over weeks.
  • + Streaks & reminders
    Logging streaks and meal-time reminders - the retention loop that keeps people logging daily.
  • + Coaching & plans
    Guided programs or coach check-ins for a higher tier - the differentiator newer apps use against MFP.
~ 3โ€“4 months
Architecture

Recommended tech stack

Layer Our pick Why
Mobile app React Native (Expo) or Swift Barcode scanning, the camera and HealthKit/Google Fit are phone-native; Expo ships iOS+Android from one codebase, Swift only if you want the tightest camera/health integration.
Backend & data Supabase (Postgres) Diaries, foods, goals and weight logs are relational; Postgres handles the aggregations (daily totals, weekly trends) cleanly.
Food & barcode data Open Food Facts + USDA FoodData Central These open datasets/APIs provide foods and packaged-product barcodes so you don't hand-build a database - be honest that catalog quality depends on them.
AI photo logging A vision model (e.g. GPT-4o / Gemini) Photo-to-calories is the modern differentiator; estimates are imperfect, so always let the user confirm and edit before saving.
Subscriptions RevenueCat Wraps StoreKit/Play Billing, the annual free trial and paywall A/B testing without writing receipt-validation code.
Health integrations Apple HealthKit / Google Fit Pulling steps and active calories and writing nutrition back to Health is expected in this category; these are native SDKs, not web APIs.
The payload

AI prompts to clone MyFitnessPal

Pick your builder, copy the prompt, paste it and iterate. Enter your email once to unlock all prompts on every page - we'll also send you this full prompt pack.

myfitnesspal-lovable.md
Build a calorie- and macro-tracking web app called MacroLedger, modeled on MyFitnessPal.

## Core concept
A food diary. The user sets a goal, then logs what they eat by searching a food database or scanning a barcode; the app tracks calories and macros against a daily budget. Free users get the diary with ads; a premium plan unlocks gram-level macro goals, no ads and deeper insights, sold as a yearly subscription with a free trial.

## Pages
1. Landing page: clean energetic hero, headline 'Know exactly what you eat.', screenshots of the diary and progress charts, pricing (annual highlighted), FAQ
2. Onboarding: sign up, set goal (lose / maintain / gain), enter age / sex / height / current & goal weight / activity level; compute a daily calorie + macro budget and show it
3. Diary (home): the day's date with breakfast / lunch / dinner / snacks sections, each listing logged foods with calories; a top summary showing calories remaining and a macro breakdown (carbs / protein / fat); a big '+' to add food
4. Add food: search the food database, see results with calories per serving, pick a serving size and quantity, and add to a meal; a 'Scan barcode' button as an alternative
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Loadout

Tools to build your MyFitnessPal clone

Exit strategy

How to make money with a MyFitnessPal clone

01

Pick a protocol, not the whole diet market

MyFitnessPal serves everyone shallowly. Win by going deep on one approach - keto/low-carb, diabetic-friendly logging, macro-first for lifters, or intuitive eating for people who hate counting. A protocol-specific app can charge more and retain better than a generic tracker.

02

Make AI photo logging the headline

Manual logging is the reason most people quit MFP. Cal AI broke out by leading with 'snap a photo, get your calories'. Build photo-first logging as your hero feature - keep estimates editable - and you remove the single biggest source of churn in the category.

03

Two revenue lines: subscription plus ads

MyFitnessPal monetizes the huge free base with ads AND the serious users with a yearly plan. Run tasteful ads on free, push an annual subscription behind a trial for power features (gram-level macros, no ads, full analytics), and you capture both halves of the funnel.

04

Coaching as the premium tier

Tracking is a commodity; guidance is not. Layer a higher tier with guided plans, weekly check-ins or an AI coach that reads the diary and gives advice. It is the differentiator newer apps use against MFP and it justifies a premium price.

Intel

Frequently asked questions

How much money does MyFitnessPal make?

MyFitnessPal generates an estimated $300 million-plus a year, mixing subscription revenue and advertising - roughly $20โ€“30 million a month. The bulk is the Premium annual plan that unlocks gram-level macro goals, no ads and advanced analytics, with ads on the large free user base on top.

How hard is it to build a MyFitnessPal clone?

Medium. The diary-and-goal loop is straightforward, but accurate nutrition math, a food database and barcode lookup add real work, and AI photo logging adds a vision model on top. The good news: open food datasets and vision APIs mean you no longer hand-build the database. Plan 2โ€“4 weeks to an MVP.

Is it legal to clone MyFitnessPal?

A calorie-tracking app with a food diary, barcode scanning and macro goals is legal - those are general patterns. Don't scrape MyFitnessPal's proprietary food database; use open sources like Open Food Facts and USDA FoodData Central and respect their licenses. Don't copy the name, logo or branding. For data-licensing specifics, consult a lawyer.

What tech stack should I use for a calorie-tracking app?

A React Native (Expo) app or Next.js PWA, Supabase (Postgres) for the diary and goals, Open Food Facts + USDA FoodData Central for food and barcode data, a vision model for AI photo logging, RevenueCat for the annual subscription, and HealthKit/Google Fit for steps. The prompts on this page scaffold exactly that.

How much does it cost to build a MyFitnessPal clone?

Software is cheap to start - an MVP can run on free tiers for under $50/month. The variable cost is AI photo logging: vision-model calls cost per request, so cache results and let users confirm rather than re-querying. The bigger investment is curating an accurate food database and tuning the photo-estimation quality.

Where do I get food and nutrition data for a clone?

Open Food Facts is a large, free, community-maintained database of packaged products with barcodes, and the USDA FoodData Central API covers generic and branded foods. Combine the two for search and barcode lookup, cache what your users log, and let users add missing foods the way MyFitnessPal grew its catalog. Quality of this data is your real moat.

Next targets

More apps to clone

CloneMRR is not affiliated with, endorsed by or connected to MyFitnessPal. Revenue figures are rough estimates based on public reports and are provided for educational purposes only. "Cloning" here means building an original product inspired by a proven business model - never copy a brand's name, logo, content or code.