By Pato Apps
Report updated Apr 24, 2026
CoffeeFit - Secret Menu
For health-conscious coffee drinkers who want to track calories and macros while ordering at coffee shops.
Overview · Full Intel report in progress
CoffeeFit - Secret Menu is an established food & drink app that is available. With a 4.6/5 rating from 27 reviews, it shows polarized user reception.
What is CoffeeFit - Secret Menu?
Current Momentum
v1.4 · 1mo ago
ActiveLast updated 42d ago. 4 versions tracked.
Competition
Rivals identification in progress
7-Day Rank Pulse 🇺🇸
Food & DrinkNo ranking data
Rating Pulse 🇺🇸
What makes this app unique?
How Is The App's Momentum Right Now?
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What Are The Key Features?
Access to a library of over 100 barista-inspired recipes with step-by-step ordering instructions.
Provides macro and calorie information for every drink recipe.
Allows users to build, customize, and save their own unique coffee drink combinations.
Enables users to swap milks, syrups, and toppings to adjust drink profiles.
How much does it cost?
Who Built It?
Pato Apps
Providing health-conscious consumers with transparency tools to evaluate the safety and nutritional quality of everyday consumables.
Portfolio
8
Apps
Who is Pato Apps?
Pato Apps LLC has positioned itself as a niche provider of 'purity-as-a-service' utilities, focusing on scoring systems for water, food, and household goods. Their primary differentiator is the integration of third-party data—such as municipal tap water metrics and independent lab testing for contaminants—into consumer-facing mobile tools. The current trajectory shows an aggressive release cycle, suggesting a strategy of rapid feature iteration or category expansion within the health-utility space.
Who is Pato Apps for?
- Health-conscious individuals
- Parents seeking data-driven transparency regarding chemical exposure
- Nutritional macros
Portfolio momentum
The publisher maintains an intense development pace with 22 releases across 8 apps in the last 6 months, with the most recent major update occurring within the last 7 days.
What other apps does Pato Apps make?
H20Score - Water Rankings
PureScore - See What's Clean
Calorie Deficit Calc & Counter
Mindful Beauty
75 Day Challenge Soft & Tough
AI Shield - Scam Protection
Analysis in progress, available soon
What do users think recently?
Analysis in progress, available soon
Analysis in progress, available soon
What is the competitive landscape for CoffeeFit - Secret Menu?
How's The Food & Drink Market?
Market outlook for this category
Available very soon
Strategic analysis coming soon
SWOT, key takeaways & outlook
The outtake for CoffeeFit - Secret Menu
Key Takeaways
While the app offers a specialized tool for tracking coffee nutrition, user feedback indicates significant friction regarding the transition from a free download to a subscription-based model.
Where Is It Heading?
Trend analysis
Available very soon