--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Vegan Scanner - Veg Ai" developer_entity: "Dynamic Pace AB" bundle_id: "se.dynamicpace.veganAiScanner" app_store_id: "6657980075" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2024-09-30" report_date: "2026-09-13" last_verified: "2026-09-13T00:00:00.000Z" report_version: "1.2.0" total_reviews: 0 confidence: "low" confidence_score: 0.05 data_age_days: 17 momentum_velocity: "zombie" intelligence_version: 2 tags: ["food & drink", "subscription", "mobile app", "app review", "app analysis", "vegans", "individuals", "transitioning"] canonical_url: "https://marlvel.ai/apps/vegan-scanner-veg-ai" license: "CC-BY-NC 4.0" content_version: "v2" --- # Vegan Scanner - Veg Ai Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Subscription > **TL;DR:** Vegan Scanner - Veg Ai is a food & drink app by Dynamic Pace AB, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Vegan Scanner - Veg Ai is a food & drink app by Dynamic Pace AB. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Food & Drink | | **Developer** | Dynamic Pace AB | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 17d | ## Metadata & Market Performance - **Publisher:** Dynamic Pace AB - **Category:** Food & Drink - **Target Audience:** Vegans and individuals transitioning to plant-based diets who need assistance identifying animal-derived ingredients in food products. - **Platforms:** iOS - **Version Reviewed:** 1.2.0 - **Report Date:** 2026-09-13 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 6657980075 - **Bundle ID:** se.dynamicpace.veganAiScanner - **Data Window:** Analysis based on signals collected up to 2026-09-13 ## Executive Snapshot **What it is:** Vegan Scanner - Veg Ai is a camera-based food scanning app for iOS that identifies animal-derived ingredients in packaged products. **Why users hire it:** The app removes the cognitive load of reading complex ingredient labels in grocery environments, serving users who need immediate verification of plant-based status. ## App DNA (Features & Intent) - **[Differentiator] AI Food Scanner:** Camera-based image recognition to identify food items and ingredients. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Ingredient Analysis:** Educational breakdown of ingredients to identify non-vegan components. - **[Basic] Camera Integration:** Real-time photo capture for scanning products or meals. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} Vegan Scanner - Veg Ai operates in the Food & Drink category with a subscription-only model that restricts all analysis results. The lack of updates for over 700 days signals a maintenance-mode posture that leaves the product vulnerable to general-purpose AI assistants. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free tier for camera access, Subscription required for analysis results - **Analysis:** Subscription-only model for core functionality, gating all actionable analysis behind a paywall. ## SWOT Analysis {#swot} **Core Strengths:** - Subscription-gated analysis creates a direct revenue link for every successful scan. **Growth Levers:** - Expansion into localized ingredient databases for high-ARPU markets where plant-based labeling standards differ. ## What's New - **Latest (v1.2.0, 1 years ago):** General accuracy improvements and bug fixes. ## App Momentum (Zombie) {#momentum} - No major updates for 23 months. - Maintenance-only release cadence. > **Cadence:** 1 total versions · 0 majors in last 6 months · 712 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Vegan Scanner - Veg Ai is a food & drink app. > **Bottom Line:** Transitioning to a freemium model with limited daily scans would unlock the user funnel, as the current subscription-only gate prevents the product from demonstrating value to new users. **Best for:** Vegans and individuals transitioning to plant-based diets who need assistance identifying animal-derived ingredients in food products. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Pivot to a freemium model with limited daily scans because the current subscription-only gate prevents value demonstration → increase conversion. ### Outlook: Declining The market for AI-powered food scanning is consolidating around free, high-frequency tools that offer broader utility than single-purpose apps. Vegan Scanner - Veg Ai remains exposed due to its stagnant development and restrictive paywall, which will likely lead to continued user attrition as the category shifts toward free, integrated experiences. - 🔴 The lack of updates for over 700 days indicates a maintenance-only posture, which erodes user trust and competitive relevance in the fast-moving AI-vision space. - 🔴 Subscription-only gating for core analysis prevents the product from building a user base, accelerating churn as users migrate to free, more capable alternatives. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Vegan Scanner - Veg Ai** (this app) | N/A/5 | N/A | Dynamic Pace AB | | [Beyond Menu Food Delivery](https://marlvel.ai/apps/beyond-menu-food-delivery) | 4.6/5 | N/A | BeyondMenu | | [Caviar - Order Food Delivery](https://marlvel.ai/apps/caviar-order-food-delivery) | 4.6/5 | n/a | Caviar, Inc. | | [ChowNow: Local Food Ordering](https://marlvel.ai/apps/chownow-local-food-ordering) | 4.7/5 | n/a | ChowNow | | [Dairy Queen® Food & Treats](https://marlvel.ai/apps/dairy-queen-food-treats) | 4.4/5 | n/a | International Dairy Queen, Inc. | | [EatStreet Local Food Delivery](https://marlvel.ai/apps/eatstreet-local-food-delivery) | 4.7/5 | n/a | EatStreet | ## Company Profile - **Developer:** Dynamic Pace AB ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/vegan-scanner-veg-ai/id6657980075?uo=4) - **Sources:** App store metadata. ## Related Intel Reports - [*Beyond Menu Food Delivery*](https://marlvel.ai/apps/beyond-menu-food-delivery) (BeyondMenu) · 4.6/5 Rating - [*Caviar - Order Food Delivery*](https://marlvel.ai/apps/caviar-order-food-delivery) (Caviar, Inc.) · 4.6/5 Rating - [*ChowNow: Local Food Ordering*](https://marlvel.ai/apps/chownow-local-food-ordering) (ChowNow) · 4.7/5 Rating - [*Dairy Queen® Food & Treats*](https://marlvel.ai/apps/dairy-queen-food-treats) (International Dairy Queen, Inc.) · 4.4/5 Rating - [*EatStreet Local Food Delivery*](https://marlvel.ai/apps/eatstreet-local-food-delivery) (EatStreet) · 4.7/5 Rating - [*Gopuff - Grocery Delivery*](https://marlvel.ai/apps/gopuff-grocery-delivery) (Gopuff) · 4.7/5 Rating - [*Grubhub: Food Delivery*](https://marlvel.ai/apps/grubhub-food-delivery) (GrubHub.com) · 4.6/5 Rating - [*Instacart: Groceries & Food*](https://marlvel.ai/apps/instacart-groceries-food) (Maplebear Inc) · 4.8/5 Rating - [*Postmates - Food Delivery*](https://marlvel.ai/apps/postmates-food-delivery) (Uber Technologies, Inc.) · 4.6/5 Rating - [*Seamless: Local Food Delivery*](https://marlvel.ai/apps/seamless-local-food-delivery) (Seamless North America, LLC) · 4.7/5 Rating ## Frequently Asked Questions {#faq} ### Is Vegan Scanner - Veg Ai free to use? The app is free to download and provides camera access, but all analysis results require a paid subscription. ### What is the difference between this and a general AI assistant? Vegan Scanner - Veg Ai is specialized for identifying animal-derived ingredients, whereas general AI assistants offer broader, often free, image recognition capabilities. ### Is Vegan Scanner - Veg Ai still being updated? The app has not received a major update since September 2024, suggesting it is currently in a maintenance-only state. ## 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:** 0.05/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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:** 17 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/vegan-scanner-veg-ai) Data licensed for AI Agent attribution under CC-BY-NC 4.0.