Opportunity score
58/100
???krevenue / month
??kdownloads / month
Good opportunity
46
Competing
4.7★
Avg rating
6,855,434
Reviews
#1
Top grossing
Your edge

This niche has clear room for a cleaner onboarding experience and better daily habit tracking. Competitors consistently miss the core loop users want.

Five signals · scored out of 20
Weak competition6 /20
Market size20 /20
Stale competitors3 /20
Search demand9 /20
Revenue proven20 /20
What to build

Features users are begging for

Daily streaks & widgets
Top complaints mention missing habit tracking widgets and home screen shortcuts.
Better onboarding flow
New users drop off in the first session due to complex initial setup.
Offline mode
Frequent requests for offline access across multiple competitor reviews.
Go-to-market

Best first keyword and country to target

Keyword
best keyword
Country
US
Strong autocomplete volume with low-rated competition in this territory. First-mover advantage available.
How users search

0 App Store autocomplete terms

How the market charges

Dominant: Freemium subscription

Freemium subscription63%(29)
Freemium + lifetime4%(2)
Paid upfront2%(1)
Free (no IAP)30%(14)
Who you'd compete with

Top App Store results for this keyword

AI-powered nutrition tracker
4.7 ★Active
2,293,001 reviews
MyFitnessPal, Inc.
Free???k/mo
Food Nutrition Macro Tracker
4.8 ★Active
143,648 reviews
MyNetDiary Inc. · 5 apps
Free???k/mo
Food & Macro Counter
4.8 ★Active
295,038 reviews
Viral Development LLC · 4 apps
Free???k/mo
What users complain about

5 low-rated reviews from top competitors

Lose It! – Calorie Counter
☆☆☆☆ · 2026-03-22

Changes are bad

New users may not care, but I used this app last summer and it was GREAT! Came back to it March of ‘26 and they’ve made a bunch of changes to the UI that are AWFUL.

MyFitnessPal: Calorie Counter
☆☆☆☆ · 2026-03-22

Overrun with ads

Wow. I used this long time ago. Decided to come back to it. The app is almost impossible to use because of the advertising so intrusive.

Cal AI - Calorie Tracker
☆☆☆☆ · 2026-03-22

Scam

They say you get a 3 day free trial, but it’s really 2. They bill you the 3rd day then don’t reply to any support email

Calorie Counter - MyNetDiary
☆☆☆☆ · 2026-03-22

Horrible app

I created a new account today paid for my subscription and it keeps giving me errors that I have to sign in, but it won’t let me sign in with my credentials. Therefore, I can do nothing on the app.

Cronometer: Calorie Counter
☆☆☆☆ · 2026-03-22

NO REFUNDS - Buyer Beware

This app is absolute garbage. iPad version isn't even functional. What feature do work on mobile app are poorly thought out and haphazardly implemented. To add insult to injury, they won't give a refu...

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