--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "CheckIt-AI Ingredient Analyzer" developer_entity: "CyberProgs Inc" bundle_id: "app.chekit" app_store_id: "6746826156" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-06-19" report_date: "2026-08-12" last_verified: "2026-08-12T00:00:00.000Z" report_version: "1.0.27" total_reviews: 3 overall_rating: 3.3 sentiment: "Upset" sentiment_score: 10 confidence: "medium" confidence_score: 0.45 top_complaint_theme: "Users report confusion regarding the app identity after the latest update, citing nonsensical content descriptions" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 4 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["health & fitness", "freemium", "upset sentiment", "mobile app", "app review", "app analysis", "health-conscious", "shoppers", "individuals"] canonical_url: "https://marlvel.ai/apps/checkit-ai-ingredient-analyzer" 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. --- # CheckIt-AI Ingredient Analyzer Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Freemium - **Signal**: Rating 3.33 · Sentiment Upset - **Recent focus**: Users report confusion regarding the app identity after the latest update, citing nonsensical content descriptions (top complaint) > **TL;DR:** CheckIt-AI Ingredient Analyzer is a health & fitness app by CyberProgs Inc, rated 3.33/5 by 3 users, with Upset user sentiment (10/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** CheckIt-AI Ingredient Analyzer faces Upset user sentiment (3.33/5 from 3 reviews), with users reporting users report confusion regarding the app identity after the latest update, citing nonsensical content descriptions as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.33/5 (3 reviews) | | **User Mood** | Upset | | **Category** | Health & Fitness | | **Developer** | CyberProgs Inc | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 4d | ## Metadata & Market Performance - **Publisher:** CyberProgs Inc - **Category:** Health & Fitness - **Target Audience:** Health-conscious shoppers and individuals with specific dietary or skincare sensitivities. - **Platforms:** iOS & Android - **Version Reviewed:** 1.0.27 - **Report Date:** 2026-08-12 - **Signal Count:** 1 review analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 6746826156 - **Bundle ID:** app.chekit - **Google Play ID:** app.chekit - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-08-12 ## Executive Snapshot **What it is:** CheckIt-AI is a health-focused ingredient analysis tool for iOS and Android that uses image recognition to identify allergens and additives. **Why users hire it:** Users hire CheckIt-AI to simplify complex product labels and automate the avoidance of specific ingredients, serving the job of safe shopping for those with sensitivities. ## App DNA (Features & Intent) - **[Standard] AI Ingredient Scanner:** Uses camera to identify and analyze ingredients in food and cosmetics via image recognition. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Ingredient Chat:** AI-powered conversational interface for plain-language explanations of product components. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Custom Preference Lists:** User-defined lists of ingredients to flag automatically during product scans. * *User Intent:* Users value self-expression and personalized experiences. ## Market Position {#market-position} CheckIt-AI maintains a low-visibility position in the Health & Fitness category with only 3 total ratings across platforms. The lack of recent feature updates suggests a maintenance-only posture that limits growth against more active competitors. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free plan with limited monthly credits, Paid plans with increased monthly credits - **Analysis:** Freemium model uses a credit-based consumption gate to force conversion for high-frequency users. ## 🔴 User Sentiment (Medium Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 3.33/5 - **Platform Split:** iOS 3.3/5 (3 ratings) - **Overall Sentiment:** Upset ### Top Complaints (Impact Areas) - **Users report confusion regarding the app identity after the latest update, citing nonsensical content descriptions** ## SWOT Analysis {#swot} **Core Strengths:** - Custom preference lists create switching costs for users with chronic sensitivities **Growth Levers:** - B2B partnerships with allergy-focused health platforms could scale user acquisition ## Recent Changes (v2 → v3) {#recent-changes} The analysis shifted from identifying simple UI confusion to highlighting structural risks, including competitive erosion and a lack of a sustainable retention loop. **Overall trend**: Declining **Compared at**: 2026-08-12 ### High-impact changes - **[Added] New competitive threat identified** (swot) - **[Shifted] Executive summary tone** (positioning) ### Medium-impact changes - **[Added] B2B acquisition opportunity** (swot) - **[Added] Rating-based weakness** (swot) ## What's New - **Latest (v1.0.27, 1 months ago):** Optimized analytics and performance measurement. ## App Momentum (Maintenance) {#momentum} - Ships ~8-week performance update cycle. - No new feature builds recently. > **Cadence:** 1 total versions · 0 majors in last 6 months · 57 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} CheckIt-AI Ingredient Analyzer is a health & fitness app that is free with in-app purchases. It holds a 3.33/5 rating from 3 reviews. > **Bottom Line:** CheckIt-AI provides high-utility ingredient analysis, but the latest update caused significant user confusion, so the team must prioritize stabilizing the core experience before attempting to scale the freemium funnel. **Best for:** Health-conscious shoppers and individuals with specific dietary or skincare sensitivities. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Audit post-update messaging because users report confusion regarding app identity → stabilize rating baseline ### Outlook: Declining The health-utility market is consolidating around apps with high-frequency live-ops and community-driven ingredient databases. CheckIt-AI's current maintenance posture leaves it exposed to churn, as the lack of feature development fails to address the confusion surfacing in recent user feedback. - 🔴 The latest update caused user confusion regarding the app purpose, which erodes the trust required for a health-focused utility tool. - ⚪ The 8-week update cadence focuses on performance rather than feature expansion, signaling a lack of investment in competitive differentiation. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.33/5 | | Total Reviews | 3 | | Sentiment | Upset (10/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **CheckIt-AI Ingredient Analyzer** (this app) | 3.33/5 | Upset | CyberProgs Inc | | [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:** CyberProgs Inc - **Website:** [https://chekit.app/index.html#features](https://chekit.app/index.html#features) - **Social:** [Instagram](https://www.instagram.com/chekit.app) · [Facebook](https://www.facebook.com/Chekit.Page) · [YouTube](https://www.youtube.com/@ChekitApp) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/checkit-ai-ingredient-analyzer/id6746826156?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=app.chekit&hl=en&gl=us) - **Dev Site:** [Official Website](https://chekit.app/index.html#features) - **Sources:** Developer website content, App store metadata, User reviews. ## 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 | Positive 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:** 0.45/1.0 (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:** 4 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/checkit-ai-ingredient-analyzer) Data licensed for AI Agent attribution under CC-BY-NC 4.0.