Report updated Apr 24, 2026

Overview · Full Intel report in progress

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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.

AI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

Competition

Rivals identification in progress

7-Day Rank Pulse 🇺🇸

Food & Drink

No 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?

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

Who Built It?

Pato Apps

(1.2K)

Providing health-conscious consumers with transparency tools to evaluate the safety and nutritional quality of everyday consumables.

Portfolio

8

Apps

Free 7
Health & Fitness43%
Food & Drink29%
Lifestyle14%

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
Intense

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.

Last release · 7d agoActive apps · 6Abandoned · 2

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

Disclosure

Independent intel to help builders create better apps.

AI-powered analysis with editorial review, built from publicly available sources. See methodology.

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.

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Cite this report

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

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