niche still openApp Store US · November 2026Join the waitlist

Is the calorie counter app market saturated? What the App Store US data says

37 keywords measured on App Store US, last scanned 2026-11-03. Figures are read directly from store pages, not estimated.

NEW ENTRANTS · 12 MONTHS

How many calorie counter apps released in the last 12 months are ranking on App Store US today, and how many reached the ratings threshold?

Newcomers rarely survive Only 1 of 23 top-10 apps released 6–12 months ago reached 50 ratings; 36 more were released in the last 6 months and are too young to judge.
Released 6–12 months ago, past 50 ratings
1/23
top-10 apps released 6–12 months ago that reached 50 ratings
Too young to judge
36
released in the last 6 months, not counted either way
Over 24 months
8/45
same ratings threshold
Median release year, top-10
2025
of 151 dated apps
Store autocomplete confirms people search for this niche. Searched for: "calorie counter" suggested after typing 40% (position 1).

WHAT WINNERS CHARGE

Are calorie counter apps profitable, and what do the top apps on App Store US charge?

5 of 5 sell in-app purchases, top prices range from 59.99 USD to 199.99 USD.

Real prices, read from each app's own store page, not estimated

App holding top-5RatingsWhat it chargesLast update
MyFitnessPal: Calorie Counter2,387,84679.99 USD — MyFitnessPal Yearly Premiumupdated 2026-11-03
WeightWatchers Program2,365,754108.99 USD — WW Digital 6-monthupdated 2026-10-23
Noom Weight Loss, Food Tracker873,914199.99 USD — Noom Programupdated 2026-11-03
Lose It! – Calorie Counter783,20479.99 USD — Lose It! Premiumupdated 2026-11-03
Carb Manager — Keto Diet App736,57359.99 USD — Carb Manager Premium: 1 Yearupdated 2026-10-27

REVENUE CHARTS

Do calorie counter apps make money on App Store US, judged by days on a top-grossing chart?

13 of 151 apps holding a top-10 position sat on their category's top-grossing chart on at least 3 of the last 30 days.

AppCategoryBest rankDays on chart
MyFitnessPal: Calorie CounterHealth & Fitness130/30
Cal AI - Calorie TrackerHealth & Fitness830/30
MacroFactor - Macro TrackerHealth & Fitness930/30
Cronometer: Calorie CounterHealth & Fitness1530/30
Noom Weight Loss, Food TrackerHealth & Fitness1630/30
How to read this

Chart read on 30 of the last 30 days.

Only the top-grossing chart counts. Top-paid charts are left out: paid-app sales are thin enough that almost any paid app reaches one. Each category chart lists the 100 highest-earning apps in that category on this store, so the bar is far higher in Games than in Medical.

RATING GROWTH

Are calorie counter apps on App Store US still gaining ratings, or has the market gone quiet?

74 of 140 apps are still gaining ratings, a median of 1.47 new ratings a day. 53 gained none in the last 30 days; 13 moved only once.

AppReleasedRatings nowNew ratings per day
MyFitnessPal: Calorie Counter20092,387,846563.48
Cal AI - Calorie Tracker2024373,733184
WeightWatchers Program20092,365,754119.9
Lose It! – Calorie Counter2008783,204118.41
Calorie Counter - MyNetDiary2019171,240116
How to read this

140 of 151 apps holding a top-10 position have rating readings spanning 14+ days.

App Store rating counts are kept per country, so these are App Store US ratings only. Google Play counts are worldwide. Compare apps within one store, never across the two. A rate is the rise in rating count over the days observed in the last 30 days; a drop of more than half is read as a counter reset and earlier readings are discarded.

KEYWORDS

What do people search to find a calorie counter app, and which keywords does nobody target?

5 of 8 keywords have no top-10 app aiming at them: diet tracking, calorie counter fat secret, calorie counter and fitness tracker and 2 more.

KeywordDifficulty (0–100)Apps targeting it
diet tracking30nobody — 0/10
calorie counter fat secret32nobody — 0/10
calorie counter and fitness tracker33nobody — 0/10
food tracking47nobody — 0/10
calorie counter weight loss53nobody — 0/10
calorie counter for women221/10
ai food tracker421/10
cal counter441/10

29 more keywords in the full report.

How to read this

Difficulty is the cost of reaching the top, 0–100. "Apps targeting it" counts top-10 apps carrying every word of the keyword in their name or subtitle.

COMPLAINTS

What do users complain about in the top calorie counter apps?

Most common: Inaccurate data, 8 of 35 classified 1–2★ reviews.

Inaccurate data8/35
Hard to use7/35
Billing7/35
Paywall4/35
Crashes & bugs3/35
Missing feature3/35
Support2/35
Other1/35
How to read this

The store shows only a slice of reviews and skews positive — so the shares show which problems dominate, not how many users hit them.

Each 1–2★ complaint was assigned one theme by an AI model. A second AI model re-read 100 random labels in September 2026: about 7 in 10 matched its own pick and 9 in 10 were a reasonable reading. Read the order of the leading themes, not exact shares. Classified on 2026-09-16.

OTHER STORE

Is the calorie counter app market different on Android (Google Play)?

See calorie counter on Google Play US → 3 of 10 top-10 apps released 6–12 months ago reached 50 ratings there