Report updated Apr 24, 2026

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?

CoffeeFit is a food and drink utility that provides users with over 100 low-calorie coffee drink hacks and nutritional macros. Developed by Pato Apps LLC, the app functions as a digital barista guide to help users customize orders to meet specific dietary goals.

Current Momentum

v1.4 · 1mo ago

Active

Last updated 42d ago. 4 versions tracked.

Competition

Rivals identification in progress

7-Day Rank Pulse 🇺🇸

Food & Drink

No ranking data

Rating Pulse 🇺🇸

What makes this app unique?

What Are The Key Features?

Drink HacksStandard

Access to a library of over 100 barista-inspired recipes with step-by-step ordering instructions.

Nutritional TrackingStandard

Provides macro and calorie information for every drink recipe.

Coffee Creator ToolStandard

Allows users to build, customize, and save their own unique coffee drink combinations.

Customization OptionsStandard

Enables users to swap milks, syrups, and toppings to adjust drink profiles.

How much does it cost?

Subscription

Analysis in progress, available soon

What do users think recently?

Analysis in progress, available soon

View the full user-sentiment analysis

Mood gauge, ratings & review-volume history, every praise / complaint / request, and sentiment over time.

Go deeper

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

Disclosure: Independent intel to help mobile builders succeed.

AI-powered analysis with editorial review, built from publicly available sources. Marlvel.ai is not affiliated with, endorsed by, or sponsored by CoffeeFit - Secret Menu, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

Cite this report

Marlvel.ai. “CoffeeFit - Secret Menu Intelligence Report.” Updated Apr 24, 2026. https://marlvel.ai/apps/coffeefit-secret-menu

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