Report updated May 20, 2026

TL;DR:Fastie captures the fasting-first segment through a specialized tracking workflow, but its reliance on uneditable AI food recognition creates a precision gap that drives churn among power users. Users feel Mixed, praising food scanning functionality provides significant utility for tracking daily nutritional intake and progress but frustrated by inaccurate ai food recognition and lack of manual editing tools frustrate users seeking precision. Fastie succeeds as a fasting-first tracker, but the lack of manual data editing creates a hard ceiling for serious users, so the PM must prioritize logging precision to prevent churn to database-heavy competitors..|TL;DR:Fastie captures the fasting-first segment through a specialized tracking workflow, but its reliance on uneditable AI food recognition creates a precision gap that drives churn among power users. Users feel Mixed, praising food scanning functionality provides significant utility for tracking daily nutritional intake and progress but frustrated by inaccurate ai food recognition and lack of manual editing tools frustrate users seeking precision. Fastie succeeds as a fasting-first tracker, but the lack of manual data editing creates a hard ceiling for serious users, so the PM must prioritize logging precision to prevent churn to database-heavy competitors..

Fastie: Calorie & Food Tracker is an established health & fitness app that is free with in-app purchases. With a 4.5/5 rating from 5.6K reviews, it shows polarized user reception. Users particularly appreciate food scanning functionality provides significant utility for tracking daily nutritional intake and progress, though inaccurate ai food recognition and lack of manual editing tools frustrate users seeking precision remains a common concern.

What is Fastie: Calorie & Food Tracker?

Fastie is a health and fitness app for intermittent fasting and calorie tracking on iOS and Android.

Users hire Fastie to manage weight loss and metabolic health through structured fasting schedules, though the current AI-only logging limits the utility for users requiring high-precision data entry.

Current Momentum

v1.1 · 6mo ago

Maintenance
  • Added Fasting Plans feature.
  • Ships regular stability updates.
AI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

Active Nemesis

Lose It! – Calorie Counter

Lose It! – Calorie Counter

By FitNow

Other Rivals

Noom Weight Loss, Food Tracker
Carb Manager—Keto Diet Tracker
Calorie Counter - MyNetDiary
Lifesum: AI Calorie Counter
Fitbod: Gym & Fitness Planner
Hevy - Workout Tracker Gym Log
AI Calorie Counter - Appediet

7-Day Rank Pulse 🇺🇸

Health & Fitness

No ranking data

Rating Pulse 🇺🇸

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

What makes this app unique?

What Does It Look Like?

How Is The App's Momentum Right Now?

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What Are The Key Features?

Barcode ScannerStandard

Rapid food logging via camera.

Fasting PlansDifferentiator

Customizable fasting schedules.

Macro TrackingStandard

Protein, carb, and fat logging.

Dietary Meal PlanningDifferentiator

Curated diet-specific meal suggestions.

How much does it cost?

Freemium
  • Free tier
  • Premium tier

Freemium model utilizing feature-gating for advanced nutritional planning to drive subscription conversion.

Who Built It?

DEEP FLOW SOFTWARE SERVICES app icon 1
DEEP FLOW SOFTWARE SERVICES app icon 2
DEEP FLOW SOFTWARE SERVICES app icon 3
DEEP FLOW SOFTWARE SERVICES app icon 4

DEEP FLOW SOFTWARE SERVICES

(3.3M)

Deploying specialized generative AI tools to streamline productivity, language acquisition, and device utility for a global mobile audience.

Portfolio

13

Apps

Free 12
Education33%
Productivity25%
Graphics & Design8%

Who is DEEP FLOW SOFTWARE SERVICES?

Deep Flow Software Services operates as a high-velocity AI product studio, specializing in the rapid verticalization of generative AI across education, productivity, and utility sectors. Their structural advantage lies in a multi-model architecture and a 'multi-agent' library that differentiates their flagship chat tools from generic LLM wrappers. The publisher's trajectory shows a strategic shift from general utilities toward specialized AI tutors and cognitive training tools, signaling a move to capture higher-intent educational subscriptions.

Who is DEEP FLOW SOFTWARE SERVICES for?

  • Students
  • Language learners
  • General consumers seeking AI-assisted efficiency
  • Automated device maintenance
Intense

Portfolio momentum

Extremely high development cadence with 69 updates across 25 active apps in the last 6 months, including a major release within the last week.

Last release · 6d agoActive apps · 25

What do users think recently?

High confidence · Latest 75 of 81 total reviews analyzed · Based on 81 reviews. Signal may be noisy.

How did the latest release land?

Overall
4.5/ 5
(5.6K)
Current version
4.7/ 5
+0.2 vs overall
(926)
Main signal post-update: food scanning functionality provides significant utility for tracking daily nutritional intake and progress.

What is the recent mood?

Mixed

Recent user voice shows a mixed sentiment. Users appreciate food scanning functionality provides significant utility for tracking daily nutritional intake and progress, but report inaccurate ai food recognition and lack of manual editing tools frustrate users seeking precision.

What Users Love

Food scanning functionality provides significant utility for tracking daily nutritional intake and progress

What Frustrates Users

Inaccurate AI food recognition and lack of manual editing tools frustrate users seeking precision

What Users Want

Manual override functionality for food logs and nutrition data to ensure logging accuracy

What is the competitive landscape for Fastie: Calorie & Food Tracker?

How's The Health & Fitness Market?

How does it evolve in the Health & Fitness market?

Fastie holds a #32 Grossing rank in the US Health & Fitness category, signaling strong monetization despite a mixed sentiment score of 45. The gap between its high grossing rank and the user frustration regarding AI accuracy suggests that current revenue is driven by initial conversion rather than long-term retention.

ChartRankChange
AndroidGrossing#641
AndroidFree#1452

The rivals identified

The Nemesis

Head to Head

The target app must pivot toward a specialized 'fasting-first' workflow to avoid direct feature-parity competition with this established database giant.

What sets Fastie: Calorie & Food Tracker apart

  • Focused intermittent fasting feature set provides a more streamlined experience for specific fasting-first users

  • Leaner interface design avoids the feature bloat often found in long-standing legacy applications

What's Lose It! – Calorie Counter's Edge

  • Extensive community-driven food database provides superior search accuracy for global dietary habits

  • Sophisticated gamification and social challenges drive higher long-term retention than standard logging tools

Contenders

Psychology-based curriculum shifts focus from simple calorie counting to sustainable behavioral habit formation

Human coaching integration provides a premium support layer that standard trackers lack entirely

Specialized macro-tracking logic prioritizes net carb calculation over standard caloric intake metrics

Curated keto-specific recipe database provides immediate value to users with restrictive dietary requirements

Calorie Counter - MyNetDiary

Calorie Counter - MyNetDiary

4.8 (146.6K)

MyNetDiary Inc.

MyNetDiary offers a highly polished, clinical approach to nutrition logging that appeals to data-driven users.

Clinical-grade nutrition analysis provides deeper insights into micronutrient intake than standard calorie trackers

High-velocity release cadence ensures rapid adaptation to new dietary trends and user feedback

Peers

Visual-first meal planning interface simplifies the transition from tracking to active dietary management

AI-driven recipe suggestions personalize the user experience based on individual health goals

Fitbod: Gym & Fitness Planner

Fitbod: Gym & Fitness Planner

4.8 (267.9K)

Fitbod Inc.

While focused on exercise, Fitbod serves the same health-conscious audience looking for structured fitness guidance.

Dynamic workout generation adapts to available equipment and previous performance data automatically

Strength-training focus provides a complementary utility to the target app's nutrition-centric approach

New Kids on the Block

Social-first architecture allows users to share routines and compete in real-time leaderboards

High-frequency update cycle allows for rapid iteration on community-requested social features

AI Calorie Counter - Appediet

AI Calorie Counter - Appediet

4.7 (59.2K)

Appediet Information PTE. LTD

A recent entrant leveraging AI to lower the barrier to entry for food logging.

AI-powered image recognition eliminates manual search friction for common food items

Aggressive release schedule indicates a focus on rapid feature deployment to capture market share

The outtake for Fastie: Calorie & Food Tracker

Strengths to defend, gaps to attack

Core Strengths

  • Fasting-first habit loop drives daily active usage
  • Barcode scanner reduces friction for new users

Critical Frictions

  • Lack of manual data correction creates precision churn
  • Aggressive subscription prompts drive negative sentiment

Growth Levers

  • Manual override implementation to capture precision-focused users
  • B2B partnerships with metabolic health clinics

Market Threats

  • Lose It! database accuracy drains high-intent users
  • AI-first entrants lowering manual search friction

What are the next best moves?

highInvest

Ship manual override for AI food logs because users cite inaccuracy as a top churn driver → improve retention

Top complaint theme identifies AI misidentification as the primary barrier to precision logging.

Trade-off: Pause the meal-planning recipe expansion to prioritize core logging utility.

mediumMaintain

Audit subscription paywall triggers because users report feeling misled by trial terms → reduce refund surge

Sentiment analysis highlights aggressive prompts as a top negative experience for new users.

Trade-off: Same-quarter capacity available — no major lever displaced.

A counter-intuitive read

The app's aggressive monetization is not a bug but a necessary hedge against the high cost of maintaining an AI-based food recognition engine that lacks a community-verified database.

Feature Gaps vs Competitors

  • Verified community food database (available in Lose It!)
  • Manual nutrition data editing (available in MyNetDiary)

Key Takeaways

Fastie succeeds as a fasting-first tracker, but the lack of manual data editing creates a hard ceiling for serious users, so the PM must prioritize logging precision to prevent churn to database-heavy competitors.

Where Is It Heading?

Mixed Signals

The health tracking market is shifting toward high-precision data entry, leaving apps that rely solely on AI recognition vulnerable to churn. Fastie must bridge the gap between its current AI-first approach and the user demand for manual control to maintain its #32 grossing position.

Persistent AI inaccuracy in the latest release prevents manual correction, which forces power users to abandon the app for more reliable competitors.

The addition of customizable fasting plans in the latest release provides a clear retention hook that differentiates the app from generic calorie counters.

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 Fastie: Calorie & Food Tracker, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

Hope this helps & keep building! · Found an error?

What's new in this report

The app has transitioned to a maintenance-only development cadence, resulting in a slight decline in user ratings and a narrowing of its competitive feature set.

shifted

Development Cadence

declined

User Rating

removed

Fitness Tracker Integration

shifted

Logging Friction

Cite this report

Marlvel.ai. “Fastie: Calorie & Food Tracker Intelligence Report.” Updated May 20, 2026. https://marlvel.ai/intel-report/health-fitness/fastie-calorie-food-tracker

Agent Markdown (.md)·

Data licensed under CC-BY-NC 4.0