--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Nourely: AI Calorie Tracker" developer_entity: "910Labs" bundle_id: "com.nourely.app" app_store_id: "6784048255" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-09-26" report_date: "2026-10-23" last_verified: "2026-10-23T00:00:00.000Z" report_version: "1.1.3" total_reviews: 1 overall_rating: 5 sentiment: "Thrilled" sentiment_score: 90 confidence: "medium" confidence_score: 0.45 top_praise_theme: "The core application experience provides a positive and satisfying utility for the current user base" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 2 momentum_velocity: "steady" intelligence_version: 2 tags: ["health & fitness", "freemium", "thrilled sentiment", "mobile app", "app review", "app analysis", "individuals", "seeking", "low-friction"] canonical_url: "https://marlvel.ai/apps/nourely-ai-calorie-tracker" 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. --- # Nourely: AI Calorie Tracker Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Freemium - **Signal**: Rating 5 · Sentiment Thrilled - **Recent focus**: The core application experience provides a positive and satisfying utility for the current user base (top praise) > **TL;DR:** Nourely: AI Calorie Tracker is a health & fitness app by 910Labs, rated 5/5 by 1 users, with Thrilled user sentiment (90/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Nourely: AI Calorie Tracker maintains Thrilled user sentiment (5/5 from 1 review), with users consistently praising the core application experience provides a positive and satisfying utility for the current user base. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (1 review) | | **User Mood** | Thrilled | | **Category** | Health & Fitness | | **Developer** | 910Labs | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 2d | ## Metadata & Market Performance - **Publisher:** 910Labs - **Category:** Health & Fitness - **Target Audience:** Individuals seeking a low-friction method to track nutrition and weight goals without manual data entry. - **Platforms:** iOS & Android - **Version Reviewed:** 1.1.3 - **Report Date:** 2026-10-23 - **Signal Count:** 1 review analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 6784048255 - **Bundle ID:** com.nourely.app - **Google Play ID:** com.nourely.app - **Data Window:** Analysis based on signals collected up to 2026-10-23 ## Executive Snapshot **What it is:** Nourely is a mobile calorie and macro tracker that uses generative AI to estimate nutrition data from meal photos. **Why users hire it:** The app removes the cognitive cost of manual ingredient searching by automating the logging process via image recognition. ## App DNA (Features & Intent) - **[Differentiator] AI Meal Estimation:** Generates calorie and macro estimates from uploaded meal photos using generative AI services. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Manual Correction Loop:** Allows users to edit AI-detected ingredients, portions, and nutrition values before saving records. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] AI Coach:** Provides conversational guidance on meal planning and nutrition goals. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} Nourely is a new entrant in the Health & Fitness category, currently holding a 5-star rating on iOS with a single review. The focus on AI-automated logging positions it against established trackers that rely on manual database searches. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with core logging features, Premium subscription tier for advanced AI features - **Analysis:** Freemium model uses AI-driven convenience as the primary value proposition to convert users to a subscription tier. ## 🟢 User Sentiment (Medium Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 5/5 - **Platform Split:** iOS 5.0/5 (1 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **The core application experience provides a positive and satisfying utility for the current user base** ## SWOT Analysis {#swot} **Core Strengths:** - AI-driven meal estimation lowers the barrier to entry for casual users. **Growth Levers:** - Wearable device integration could automate activity-based target adjustments. ## What's New - **Latest (v1.1.3, 4 weeks ago):** Streamlined sign-in and subscription purchasing flows, including a new direct link for subscription management. ## App Momentum (Steady) {#momentum} - Shipped subscription management improvements. - Maintains steady monthly update cadence. > **Cadence:** 1 total versions · 0 majors in last 6 months · 28 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Nourely: AI Calorie Tracker is a health & fitness app that is free with in-app purchases. It holds a 5/5 rating from 1 review. > **Bottom Line:** Nourely's AI-first logging mechanism effectively lowers the friction of daily tracking, but the premium-tier gate on AI coaching requires consistent accuracy to justify the subscription cost. **Best for:** Individuals seeking a low-friction method to track nutrition and weight goals without manual data entry. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] A/B test free-tier access to AI Coach because it is the primary premium gate → increase conversion velocity ### Outlook: Stable The nutrition tracking market is shifting toward AI-automated logging to reduce user friction. Nourely is well-positioned to capture casual users, but must ensure AI accuracy to maintain long-term retention. - 🟢 The latest release focuses on subscription management, indicating the developer is preparing the infrastructure for paid conversion. - ⚪ The app maintains a steady release cadence, suggesting active feature investment rather than maintenance mode. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 1 | | Sentiment | Thrilled (90/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Nourely: AI Calorie Tracker** (this app) | 5/5 | Thrilled | 910Labs | | [Mind - Méditations guidées](https://marlvel.ai/apps/mind-m-ditations-guid-es) | 4.6/5 | Excited | MIND AND CIE | | [Caspar Health](https://marlvel.ai/apps/caspar-health) | 3.6/5 | Mixed | GOREHA GmbH | | [evolum - Meditation & Yoga](https://marlvel.ai/apps/evolum-meditation-yoga) | 4.7/5 | Excited | Rodger Studio (Apps) | | [FAMHLTH: Family Health Tracker](https://marlvel.ai/apps/famhlth-family-health-tracker) | N/A/5 | N/A | Quinton Nixon | | [Gluten Checker](https://marlvel.ai/apps/gluten-checker) | N/A/5 | N/A | JIRI CHOMAT | ## Company Profile - **Developer:** 910Labs - **Website:** [https://nourely.com/en/](https://nourely.com/en/) ## Data Sources & Links - **App Store ID:** 6784048255 - **Google Play ID:** com.nourely.app - **Dev Site:** [Official Website](https://nourely.com/en/) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) · 4.6/5 Rating | Positive Sentiment - [*Caspar Health*](https://marlvel.ai/apps/caspar-health) (GOREHA GmbH) · 3.6/5 Rating - [*evolum - Meditation & Yoga*](https://marlvel.ai/apps/evolum-meditation-yoga) (Rodger Studio (Apps)) · 4.7/5 Rating | Positive Sentiment - [*FAMHLTH: Family Health Tracker*](https://marlvel.ai/apps/famhlth-family-health-tracker) (Quinton Nixon) · N/A Rating - [*Gluten Checker*](https://marlvel.ai/apps/gluten-checker) (JIRI CHOMAT) · N/A Rating - [*Gluten Free For Me*](https://marlvel.ai/apps/gluten-free-for-me) (Adam First) · 4.8/5 Rating - [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Grow Labs LLC) · 4.6/5 Rating - [*Lunara: Cycle, Symptom Tracker*](https://marlvel.ai/apps/lunara-cycle-symptom-tracker) (Fuzhou Jiku Technology Co., Ltd.) · N/A Rating - [*Medical Kundali Match Health*](https://marlvel.ai/apps/medical-kundali-match-health) (Medical Match Pvt Ltd) · N/A Rating - [*Ovulation Predictor*](https://marlvel.ai/apps/ovulation-predictor) (RAHI PATEL) · 1.0/5 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:** 0.45/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 1 - **Data Sources:** user reviews, 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:** 2 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/nourely-ai-calorie-tracker) Data licensed for AI Agent attribution under CC-BY-NC 4.0.