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App Reviews/Apr 2, 2026/4 min read

What the 2024 MyFitnessPal paywall actually changed (and what it means in 2026)

MFP put barcode scanning behind a paywall. The fallout was bigger than expected. Here's the state of play.

BWritten by Bryan Ellis
App Reviews

In mid-2024, MyFitnessPal moved barcode scanning behind its premium paywall. This was the most significant change in the calorie tracker space in years and accelerated the migration to AI-first apps.

Here's what happened, what it means, and where users went.

What MFP changed

Before mid-2024:

  • Free tier: barcode scanning included
  • Premium tier ($79.99/yr): added macro tracking, custom recipes, ad removal, etc.

After mid-2024:

  • Free tier: barcode scanning removed (became premium-only)
  • Premium tier: same as before, plus barcode is now exclusive to it

The change was framed as a "premium experience" upgrade. Functionally, it gutted the free tier of MFP's most useful feature.

Why MFP did it

Reasonable hypotheses:

  • Subscription revenue plateauing; needed to push more free users to paid
  • Owner Francisco Partners (private equity) optimizing for monetization
  • Free tier was carrying too much infrastructure cost relative to revenue
  • Competitive pressure from AI-first apps reducing premium value proposition

Whatever the reasoning, the user response was negative.

What users did

Reviews on the App Store and Reddit threads tracked the user response. The patterns:

Cohort 1: Stayed and paid. Existing premium users were unaffected. New users who valued the broader feature set converted.

Cohort 2: Stayed and grumbled. Free users who didn't barcode-scan often kept using MFP. The change didn't directly affect their workflow.

Cohort 3: Migrated to free alternatives. Many barcode-dependent free users moved to:

  • Cronometer (free tier still includes barcode)
  • Lose It! (free tier still includes barcode)
  • SnapCalorie (free, photo-first)

Cohort 4: Gave up tracking. A non-trivial number of users took the change as a reason to quit calorie tracking entirely.

Cohort 5: Tried AI-first alternatives. Significant migration to photo-first apps where barcode wasn't the central workflow:

  • CalorieScan AI
  • Cal AI
  • SnapCalorie

The data on the migration

App Store rankings shifted noticeably in late 2024 and into 2025:

  • MFP free tier downloads down ~20% year-over-year
  • Cronometer downloads up ~35%
  • AI-first app downloads up significantly (Cal AI tripled, CalorieScan AI grew similarly, SnapCalorie added millions)

The migration wasn't catastrophic for MFP (still the largest tracker by total users) but it accelerated the trend toward AI-first apps.

What "barcode scanning" actually means

For users unfamiliar:

Barcode scanning lets you point your phone at a packaged food's barcode (UPC code) and have the app retrieve the official nutrition label.

Use cases:

  • Snack bars
  • Frozen meals
  • Bottled drinks
  • Yogurt tubs
  • Anything in a wrapper

For users who eat lots of packaged food, barcode scanning is the fastest, most accurate logging method.

Why MFP free without barcode is awkward

Without barcode, free MFP users have to:

  • Type-search for packaged foods (slow, lots of duplicate entries)
  • Scroll through 30+ search results to find the right one
  • Sometimes log the wrong product variation (different size, different formulation)

This adds 30–60 seconds per packaged-food log. For users who eat 3+ packaged items per day, that's 5–10 extra minutes per week of friction.

Many users decided the friction wasn't worth it.

What MFP gained vs lost

MFP gained:

  • Some additional premium subscribers
  • Higher revenue per active user
  • Better unit economics on the free tier

MFP lost:

  • Brand goodwill
  • Long-term retention of free users (lost to competitors)
  • Position as "the obvious default tracker"

The migration was permanent for many users. They didn't come back when alternatives proved sufficient.

The state of barcode scanning in 2026

In 2026, barcode scanning is:

  • Free in: Cronometer, Lose It! (free tier), Yazio (free tier), Carb Manager (free tier with ads)
  • Free in AI-first apps: SnapCalorie, CalorieScan AI (used as fallback for packaged products)
  • Paywalled in: MyFitnessPal (still)

For users who relied on MFP for barcode scanning, the alternatives are mature and free.

What this means strategically

The MFP paywall change accelerated trends already in motion:

  1. Decline of search-first workflows. AI-first photo workflows reduce the importance of barcode for non-packaged foods, which is most meals.
  1. Rise of free alternatives. Users were reminded that "free" tracking is possible — and chose it.
  1. Competitive pressure. New entrants (Cal AI, CalorieScan AI, SnapCalorie) had a wedge: "everything MFP charges for, we offer for less."
  1. Rebalancing of the market. The "default" tracker is no longer obvious. Different audiences pick different apps.

Lessons for users

If you're shopping for a calorie tracker in 2026:

  • Don't default to MFP because it's familiar
  • Evaluate the free tier of each option you're considering
  • Watch for paywall creep (Cal AI's $99.99/yr, MFP's recent restrictions)
  • Consider AI-first apps if photo logging fits your eating pattern

If you're already on MFP and it works for you:

  • Premium is fine; you're paying for a mature product
  • Free tier in 2026 is functional but limited; alternatives are better

The honest summary

The 2024 MFP paywall change was a turning point. It cost MFP some long-term goodwill and accelerated the migration to alternatives — both AI-first and free.

The lesson for users: don't assume the most-downloaded app is the best app. Evaluate the actual workflow against your eating pattern.

The lesson for app makers: paywalling foundational features can backfire when alternatives exist.

MFP didn't lose its lead overnight. It just stopped expanding it, and the fragmentation of the market accelerated.

Try the app

CalorieScan AI is the photo-first calorie tracker.

Free on iOS. Snap a meal, get the macros, get on with your life.

Download free on iOS