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Report updated Jun 5, 2026

Caffiend - Caffeine Tracker is a challenged health & fitness app that is a paid app. Users particularly appreciate healthkit integration allows users to track caffeine trends alongside other health metrics, though inaccurate daily caffeine totals and journal entry discrepancies frustrate users tracking intake remains a common concern.

What is Caffiend - Caffeine Tracker?

Caffiend is a caffeine and hydration tracking app for iOS and Android that uses pharmacodynamic modeling to predict energy levels.

Users hire Caffiend to manage energy crashes and monitor stimulant intake through a one-time purchase model that avoids subscription fatigue.

Current Momentum

v1.1 · 2mo ago

Maintenance
  • Restored watchOS caffeine and hydration tracking.
  • Added animated time wheel to Android.
  • Expanded beverage database by 10 options.

Active Nemesis

Suavita: Fasting Tracker App

Suavita: Fasting Tracker App

By BerthX

Other Rivals

Protein Tracker.
Life Fasting Tracker
Roman: budget weight loss
Daybreaker Health Mobile App
FlashSnack
GoTall - Height Predictor
Macros from Brazil
kids Health

7-Day Rank Pulse 🇺🇸

Health & Fitness

No ranking data

Rating Pulse 🇺🇸

No rating yet

Recent User Mood

What makes this app unique?

What Does It Look Like?

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What Are The Key Features?

Pharmacodynamic Alertness ModelingDifferentiator

Predicts real-time alertness and crash timing using metabolic half-life.

Health App SynchronizationStandard

Writes caffeine and hydration data to the iOS Health repository.

Barcode ScannerStandard

Automates drink entry by scanning product barcodes.

How much does it cost?

Paid
  • iOS: $1.99 one-time
  • Android: Free

One-time purchase model targets users avoiding subscription fatigue, though it limits long-term R&D funding.

Who Built It?

Health & Fitness

Enrichment in progress

Publisher profile available very soon

What other apps does Creative Avenue make?

What do users think recently?

Low confidence · 44 reviews analyzed

What is the recent mood?

Frustrated

Recent user voice shows a frustrated sentiment. Users appreciate healthkit integration allows users to track caffeine trends alongside other health metrics, but report inaccurate daily caffeine totals and journal entry discrepancies frustrate users tracking intake.

Limited review volume (44 reviews). Sentiment analysis will deepen as more data lands.

What is the competitive landscape for Caffiend - Caffeine Tracker?

Where is it available?

Localized markets (1)

United States

How's The Health & Fitness Market?

How does it evolve in the Health & Fitness market?

Caffiend occupies a niche in the Health & Fitness category, currently ranking #94 Paid in its category. The lack of review volume compared to fasting-tracker rivals suggests limited market penetration.

Rank progression

3 active rankings tracked — 30-day window

The rivals identified

Nemeses(1)

Fastic Weight Loss & Fasting icon

HealthVida GmbH & Co. KG.

4.4(420.9K)

Fastic competes for the same health-conscious user base by offering comprehensive metabolic tracking that overlaps with Caffiend's focus on intake monitoring.

Contenders(4)

This app competes by providing a simplified nutritional evaluation system that users often pair with intake tracking apps.

This app competes for the health-conscious user by using AI to correlate food intake with physical symptoms, a logical extension of Caffiend's tracking.

Nourish competes for users interested in the physiological impact of their diet, specifically targeting gut health through food scanning.

This app targets the same health-conscious demographic by combining fasting timers with water intake tracking, directly overlapping with Caffiend's hydration features.

Same space(3)

This app competes by offering long-term health modeling, appealing to the same data-driven user base that tracks daily caffeine and hydration.

Sund med Duer icon

Henrik Duer

5.0(16)

This is a holistic health platform that includes nutritional guidance and tracking, competing for the same daily engagement time as Caffiend.

This app targets users with specific dietary restrictions, competing for the attention of health-conscious users tracking intake for medical reasons.

Compare Caffiend - Caffeine Tracker against every rival

All rivals in one side-by-side table — identity, store metrics, ratings & sentiment, and strategic intel — plus a head-to-head page for each.

Go deeper

The outtake for Caffiend - Caffeine Tracker

Strengths to defend, gaps to attack

Core Strengths

  • Pharmacodynamic modeling provides a technical differentiator
  • One-time purchase model lowers user acquisition friction
  • HealthKit integration creates a sticky data-retention loop

Critical Frictions

  • Persistent calculation errors in daily totals
  • Shallow beverage database forces manual entry friction
  • 0.7★ Android-iOS rating gap

Growth Levers

  • AI-vision integration to automate logging
  • B2B partnerships with health-tracking platforms
  • Expanded beverage database for global brand coverage

Market Threats

  • AI-vision automation in competing trackers
  • High-frequency update cadence of rivals
  • Data-loss reputation post-update

What are the next best moves?

highPivot

Audit calculation logic because daily total discrepancies are the top complaint → restore user trust

Sentiment analysis identifies calculation errors as the primary driver of negative reviews.

Trade-off: Pause the beverage database expansion sprint — accuracy is a higher retention priority.

highInvest

Ship AI-vision logging because manual entry is the primary friction point → increase session frequency

Competitors like Protein Tracker use AI to lower entry friction, outperforming manual-only apps.

Trade-off: Deprioritize the CSV export update — AI-vision is a higher-impact acquisition lever.

A counter-intuitive read

The one-time purchase model is a liability, not a strength, as it starves the app of the recurring revenue needed to build the AI-vision features that now define the category.

Feature Gaps vs Competitors

  • AI-vision meal analysis (available in Protein Tracker but missing here)
  • Automated cross-platform data sync (available in FlashSnack but missing here)

Key Takeaways

Caffiend provides unique pharmacodynamic insights, but calculation errors and manual-entry friction threaten its viability, so the team must prioritize an audit of the daily-total logic to prevent churn.

Where Is It Heading?

Declining

The health-tracking market is consolidating around automated, AI-driven logging, leaving manual-entry apps like Caffiend exposed. Unless the team pivots to AI-vision, the current retention ceiling will compress revenue potential by Q3.

Persistent calculation errors in the latest version erode user trust, which compounds the rating drag already visible on Android.

Competitor AI-vision automation accelerates churn pressure on manual-entry apps, forcing a pivot to maintain market relevance.

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 Caffiend - Caffeine Tracker, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

What's new

Caffiend faces a declining outlook as calculation errors and a lack of AI-vision features create a retention ceiling against automated competitors.

declined

Negative Sentiment Emergence

shifted

Strategic Roadmap Pivot

added

New Weaknesses and Threats

Cite this report

Marlvel.ai. “Caffiend - Caffeine Tracker Intelligence Report.” Updated Jun 5, 2026. https://marlvel.ai/apps/caffiend-caffeine-tracker

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