--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Recipe Lens AI" developer_entity: "Danie Barnard" bundle_id: "com.recipelens.app" app_store_id: "6744943104" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2025-04-29" report_date: "2026-09-13" last_verified: "2026-09-13T00:00:00.000Z" report_version: "1.0.1" total_reviews: 0 confidence: "low" confidence_score: 0.05 data_age_days: 46 momentum_velocity: "zombie" intelligence_version: 2 tags: ["food & drink", "subscription", "mobile app", "app review", "app analysis", "cooks", "health-conscious", "individuals"] canonical_url: "https://marlvel.ai/apps/recipe-lens-ai" license: "CC-BY-NC 4.0" content_version: "v2" --- # Recipe Lens AI Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Subscription > **TL;DR:** Recipe Lens AI is a food & drink app by Danie Barnard, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Recipe Lens AI is a food & drink app by Danie Barnard. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Food & Drink | | **Developer** | Danie Barnard | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 46d | ## Metadata & Market Performance - **Publisher:** Danie Barnard - **Category:** Food & Drink - **Target Audience:** Home cooks and health-conscious individuals seeking automated meal planning and nutritional tracking tools. - **Platforms:** iOS - **Version Reviewed:** 1.0.1 - **Report Date:** 2026-09-13 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 6744943104 - **Bundle ID:** com.recipelens.app - **Data Window:** Analysis based on signals collected up to 2026-09-13 ## Executive Snapshot **What it is:** Recipe Lens AI is a meal-tracking and recipe-generation tool for iOS that uses visual recognition to identify dishes and ingredients. **Why users hire it:** The platform removes the cognitive friction of manual meal planning by generating recipes from existing kitchen inventory, reducing food waste for home cooks. ## App DNA (Features & Intent) - **[Differentiator] AI Recipe Identification:** Visual recognition engine identifies dishes from user-uploaded photos and generates ingredient lists and instructions. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Ingredient-to-Recipe Generator:** Generates custom recipes based on photo-scanned ingredients to reduce food waste. * *User Intent:* Users value self-expression and personalized experiences. - **[Standard] Calorie Tracker and Food Scanner:** Automated logging of nutritional intake via photo analysis. * *User Intent:* Users want visibility into their own performance and progress. ## Market Position {#market-position} Recipe Lens AI occupies a niche in the Food & Drink category, relying on AI-vision utility to justify its $9.99/month subscription price point. The lack of recent releases (last update April 2025) suggests a static market position that is not currently competing for new chart share. ## Monetization Strategy - **Model:** Subscription - **Tiers:** 7-day free trial, Monthly at $9.99, Yearly at $83.90 - **Analysis:** The subscription model is anchored at $9.99/month, with an annual discount designed to maximize lifetime value from core users. ## SWOT Analysis {#swot} **Core Strengths:** - AI-vision ingredient scanning creates a functional barrier to manual search **Growth Levers:** - Regional ingredient database expansion for higher-ARPU markets ## What's New - **Latest (v1.0.1, 1 years ago):** Addressed minor user interface defects. ## App Momentum (Zombie) {#momentum} - Ships no new features since 2025. - Maintains maintenance-only release cadence. > **Cadence:** 1 total versions · 0 majors in last 6 months · 502 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Recipe Lens AI is a food & drink app. > **Bottom Line:** Recipe Lens AI's reliance on a static AI engine in a rapidly evolving category makes it vulnerable to newer, more frequent entrants. A pivot toward engine modernization is required to justify the $9.99 monthly subscription cost to users. **Best for:** Home cooks and health-conscious individuals seeking automated meal planning and nutritional tracking tools. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Audit AI-vision accuracy against current LLM benchmarks because the 16-month development gap likely eroded the competitive edge → restore utility value ### Outlook: Declining The food-tech category is consolidating around AI tools with high-frequency update cadences. Recipe Lens AI remains in a maintenance-only state, which will lead to churn as users migrate to more reliable, frequently updated alternatives. - 🔴 The 503-day update gap indicates a dormant development cycle, which will erode user trust as competing AI tools improve their accuracy. ## 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 | | :--- | :--- | :--- | :--- | | **Recipe Lens AI** (this app) | N/A/5 | N/A | Danie Barnard | | [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:** Danie Barnard ## Data Sources & Links - **App Store ID:** 6744943104 - **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 Recipe Lens AI suitable for beginners? Yes, the app provides step-by-step cooking guides and automated ingredient-to-recipe generation, which are designed to assist both beginners and experts in the kitchen. ### Does Recipe Lens AI offer a free version? Recipe Lens AI operates on a subscription model, though it offers a 7-day free trial for new users to experience the AI features before committing to a monthly or yearly plan. ### What is the main advantage of Recipe Lens AI? The primary advantage is the AI-powered ability to scan ingredients and generate personalized recipes, which helps users reduce food waste and plan meals without manual searching. ## 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:** 46 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/recipe-lens-ai) Data licensed for AI Agent attribution under CC-BY-NC 4.0.