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clawsmith.com/signal/myfitnesspal-barcode-scanner-paywalled-free-calorie-tracking-dead
⚠ IssueUnderservedmobile_appLive

MyFitnessPal put its barcode scanner behind a paywall, killing free calorie tracking for millions

MyFitnessPal moved its barcode food scanner to the $79.99/year Premium tier in 2022. The feature was free for over a decade and powered by user-contributed data. Communities with 17M+ members (r/loseit, r/fitness) exploded with frustration and migration threads. Users are now moving to Cronometer, MacroFactor, and OpenNutriTracker.

Product Idea from this Signal

A mobile app and API that gives developers and consumers verified nutrition data with no paywalled barcode scanning

4001.4k ▲

MyFitnessPal's decision to paywall barcode scanning in 2022 exposed a structural gap: there is no clean, developer-friendly nutrition database that is both accurate and free to query at scale. The USDA FoodData Central API exists but is aging and cumbersome; Open Food Facts is community-maintained with quality inconsistencies. A verified nutrition database exposed as a modern REST API, with a consumer mobile app as proof of capability, gives developers a paid data layer while giving end users a genuinely free calorie tracker.

nutritionhealthdeveloper-apimobiledatabasefood-data
Competitive78 leadsView Opportunity →

Score Breakdown

Reddit
4,000,000
X
150
HN
18

Social Proof 3 sources

RD
MyFitnessPal free barcode scanner removed - community alternatives thread r/loseit
n/a · 9/1/2022
4,000,000X
Hey MyFitnessPal: We're Not Paying for a Damn Barcode Scanner - community reaction
n/a · 9/15/2022
150HN
MyFitnessPal barcode scan made counting calories easy, now it's being paywalled
n/a · 9/1/2022
18

Existing Solutions 3 competitors

OpenNutriTracker~800 GitHub stars, early stage

Open-source calorie tracker using Open Food Facts and USDA data, no ads or subscriptions

Cronometer10M+ users, free tier includes barcode scanning

Free calorie and micronutrient tracker with USDA-verified data and barcode scanning on free tier

MacroFactor$11.99/mo, strong r/loseit following

Adaptive macro tracking app with algorithm that adjusts targets based on real body weight data

Gap Assessment

UnderservedExisting solutions leave gaps

Cronometer (free tier exists) and MacroFactor ($11.99/mo) partially fill the gap but neither matches MFP's database size; OpenNutriTracker is open-source but early stage

Frequently Asked Questions

Virality Score
4,000,168
across 0 platforms
Details
Signalissue
Ecosystemmobile_app
Sources3
Platforms0
Updated3h ago
Trend→ stable
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