--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "CarbScanner: AI Carb Counter" developer_entity: "Mark Meijhuis" bundle_id: "com.carbscanner.carbscanner" app_store_id: "6744581474" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-08-28" report_date: "2026-08-30" last_verified: "2026-08-30T00:00:00.000Z" report_version: "1.6.3" total_reviews: 29 overall_rating: 4.7 confidence: "low" confidence_score: 0.2 data_age_days: 37 momentum_velocity: "steady" intelligence_version: 3 tags: ["health & fitness", "freemium", "mobile app", "app review", "app analysis", "individuals", "managing", "carbohydrate"] canonical_url: "https://marlvel.ai/apps/carbscanner-ai-carb-counter" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ Content Warning This report covers topics classified as sensitive (health). Information is aggregated from public sources for informational purposes only. This is not medical advice. Consult a qualified professional before acting on any information here. --- # CarbScanner: AI Carb Counter Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Freemium - **Signal**: Rating 4.72 > **TL;DR:** CarbScanner: AI Carb Counter is a health & fitness app by Mark Meijhuis, rated 4.72/5 by 29 users, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** CarbScanner: AI Carb Counter is a health & fitness app by Mark Meijhuis. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.72/5 (29 reviews) | | **Category** | Health & Fitness | | **Developer** | Mark Meijhuis | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | Low (0.2/1.0) | | **Data Age** | 37d | ## Metadata & Market Performance - **Publisher:** Mark Meijhuis - **Category:** Health & Fitness - **Target Audience:** Individuals managing carbohydrate intake for keto, low-carb diets, or general nutritional awareness. - **Platforms:** iOS - **Version Reviewed:** 1.6.3 - **Report Date:** 2026-08-30 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.2/1.0) - **App Store ID (iOS):** 6744581474 - **Bundle ID:** com.carbscanner.carbscanner - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-30 ## Executive Snapshot **What it is:** CarbScanner is a health-tracking app for iOS that uses AI image analysis to estimate carbohydrate content and glycemic index for food items. **Why users hire it:** It removes the manual friction of searching nutritional databases, allowing users to log meals instantly via photo capture. ## App DNA (Features & Intent) - **[Differentiator] AI Image Analysis:** Identifies food items from photos to estimate carbohydrate content without manual entry. Revenue link: Core utility drives daily usage frequency, acting as a retention lever. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Differentiator] Glycemic Index Insights:** Displays glycemic index data alongside carb counts to inform blood sugar management. Revenue link: Provides specialized health data, serving as a brand authority lever. * *User Intent:* Users seek enhanced value through premium features. - **[Standard] Barcode Scanner:** Reads nutritional data directly from packaged food labels. Revenue link: Reduces friction for packaged food tracking, increasing session completion rates. * *User Intent:* Users want visibility into their own performance and progress. ## Market Position {#market-position} CarbScanner holds the #42 Grossing position in its category in Uruguay, signaling early monetization traction. The current 29-rating sample size indicates an early-stage product lifecycle where user trust is still being established. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier, Premium subscription via Stripe - **Analysis:** Freemium model utilizing Stripe for subscription management, with specific features gated behind the premium tier. ## SWOT Analysis {#swot} **Core Strengths:** - AI-driven image recognition eliminates manual entry friction - Glycemic index integration provides specialized health authority **Growth Levers:** - Localized pricing in high-ARPU markets - Expanded food database integration for packaged goods ## Recent Changes (v2 → v3) {#recent-changes} The app has pivoted from a technical maintenance focus to a business-centric strategy, prioritizing the acquisition of social proof and the clarification of its premium value proposition. **Overall trend**: Stable **Compared at**: 2026-08-30 ### High-impact changes - **[Shifted] Strategic roadmap pivot** (positioning) ### Medium-impact changes - **[Added] New SWOT items** (swot) - **[Added] New opportunities** (swot) ## What's New - **Latest (v1.6.3, yesterday):** Optimized scan accuracy for low-light environments. ## App Momentum (Steady) {#momentum} - Ships ~2 releases per month. - Optimized scan accuracy for low light. > **Cadence:** 2 total versions · 0 majors in last 6 months · 1 days since last update · 21 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} CarbScanner: AI Carb Counter is a health & fitness app that is free with in-app purchases. It holds a 4.72/5 rating from 29 reviews. > **Bottom Line:** CarbScanner provides a high-utility, low-friction logging mechanism that differentiates it from manual-entry rivals. Prioritizing social proof and premium value clarity will unlock the conversion potential required to scale beyond the current early-adopter base. **Best for:** Individuals managing carbohydrate intake for keto, low-carb diets, or general nutritional awareness. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Incentivize user reviews because the 29-rating sample size limits social proof → increase new-user conversion ### Outlook: Stable Users report: The health-tracking market is consolidating around AI-first logging, and CarbScanner is well-positioned to capture users who prioritize speed over exhaustive database size. Sustaining the current release velocity will be critical to maintaining this edge against larger, database-heavy incumbents. - 🟢 Steady update cadence of two releases in the last month indicates active feature development rather than maintenance-mode stagnation. - ⚪ The #42 Grossing rank in Uruguay suggests the monetization model is functional, though it requires broader market validation to scale. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.72/5 | | Total Reviews | 29 | | Confidence | Low | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **CarbScanner: AI Carb Counter** (this app) | 4.72/5 | N/A | Mark Meijhuis | | [GoTall - Height Predictor](https://marlvel.ai/apps/gotall-height-predictor) | 4.6/5 | n/a | Grow Labs LLC | | [Mind - Méditations guidées](https://marlvel.ai/apps/mind-m-ditations-guid-es) | 4.6/5 | Excited | MIND AND CIE | | [Strava: Run, Bike, Walk](https://marlvel.ai/apps/strava-run-bike-walk) | 4.7/5 | n/a | Strava, Inc. | | [Taller AI: Height Maximizer](https://marlvel.ai/apps/taller-ai-height-maximizer) | 4.7/5 | Excited | Leadimize | | [TallerTeen - Grow Taller Now](https://marlvel.ai/apps/tallerteen-grow-taller-now) | 4.7/5 | n/a | Viral App Developement LLC | ## Company Profile - **Developer:** Mark Meijhuis - **Website:** [https://carbscanner.com](https://carbscanner.com) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/carbscanner-ai-carb-counter/id6744581474?uo=4) - **Dev Site:** [Official Website](https://carbscanner.com) - **Sources:** Developer website content, App store metadata. ## Related Intel Reports - [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Grow Labs LLC) · 4.6/5 Rating - [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) · 4.6/5 Rating | Positive Sentiment - [*Strava: Run, Bike, Walk*](https://marlvel.ai/apps/strava-run-bike-walk) (Strava, Inc.) · 4.7/5 Rating - [*Taller AI: Height Maximizer*](https://marlvel.ai/apps/taller-ai-height-maximizer) (Leadimize) · 4.7/5 Rating | Positive Sentiment - [*TallerTeen - Grow Taller Now*](https://marlvel.ai/apps/tallerteen-grow-taller-now) (Viral App Developement LLC) · 4.7/5 Rating - [*Activity Tracker・FitnessView*](https://marlvel.ai/apps/activity-tracker-fitnessview) (Funn Media, LLC) · 4.0/5 Rating - [*Avatran Soul*](https://marlvel.ai/apps/avatran-soul) (Avatran GmbH) · N/A Rating - [*Bubblic: Connect with people.*](https://marlvel.ai/apps/bubblic-connect-with-people) (Bubblic Inc.) · 4.6/5 Rating | Excellent Sentiment - [*evolum - Meditation & Yoga*](https://marlvel.ai/apps/evolum-meditation-yoga) (Evolum) · 4.7/5 Rating | Positive Sentiment - [*Holoholo: Daily Memories*](https://marlvel.ai/apps/holoholo-daily-memories) (For Pedestrians LLC.) · 4.4/5 Rating ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** - Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** - Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** - Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** - Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** - Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.2/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** developer website, App Store metadata - **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform - **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence. - **Report Age:** 37 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/carbscanner-ai-carb-counter) Data licensed for AI Agent attribution under CC-BY-NC 4.0.