Features Users Want Most in Food Diary Apps

Based on 540 real App Store reviews, here's exactly what users wish Food Diary apps would build.

Missing Features

Build Recs

80/100

Opportunity

Most-Requested Missing Features

Features users are literally asking for in their reviews, ranked by demand.

#1: Accurate barcode scanning

High Demand

"The barcode scanner NEVER works!"

"Scanner barely works."

#2: Comprehensive nutrition tracking (including fiber)

Medium Demand

"App doesn’t track fiber."

"Needs more measurements."

#3: Syncing across devices

Medium Demand

"Data does not sync with other devices."

"Not syncing across devices."

#4: Customizable serving sizes

Medium Demand

"Can't adjust serving sizes."

"No option to break down servings."

#5: User-friendly recipe builder

Low Demand

"Recipe feature is disappointing."

"Can't manage the servings in recipes."

Build Recommendations

Prioritized actions based on user demand and market opportunity.

Implement a reliable barcode scanner with a comprehensive food database.

Offer a genuinely free version with essential features and transparent pricing.

Enhance customer support with a dedicated team for refund and cancellation issues.

Develop a seamless cross-device syncing feature.

Introduce a customizable serving size feature in the recipe builder.

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Features Users Want Most in Food Diary Apps

Most-Requested Missing Features

#1: Accurate barcode scanning

#2: Comprehensive nutrition tracking (including fiber)

#3: Syncing across devices

#4: Customizable serving sizes

#5: User-friendly recipe builder

Build Recommendations

Implement a reliable barcode scanner with a comprehensive food database.

Offer a genuinely free version with essential features and transparent pricing.

Enhance customer support with a dedicated team for refund and cancellation issues.

Develop a seamless cross-device syncing feature.

Introduce a customizable serving size feature in the recipe builder.

Get the Complete Playbook

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