--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "WISEcode UPF Detector" developer_entity: "WISEcode" bundle_id: "ai.wisecode.upfd" app_store_id: "6479329206" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-07-27" report_date: "2026-08-08" last_verified: "2026-08-08T00:00:00.000Z" report_version: "2.14.131" total_reviews: 3581 overall_rating: 4.7 sentiment: "Excited" sentiment_score: 75 confidence: "high" confidence_score: 0.8 top_praise_theme: "Barcode scanning functionality provides immediate nutritional clarity for users navigating grocery store aisles" top_complaint_theme: "Users report the barcode scanner fails to return information for many products in the database" review_sample_size: 99 total_review_count: 99 analyzed_review_count: 63 data_age_days: 8 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["health & fitness", "free", "excited sentiment", "mobile app", "app review", "app analysis", "health-conscious", "shoppers", "families"] canonical_url: "https://marlvel.ai/apps/wisecode-upf-detector" 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. --- # WISEcode UPF Detector Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Free - **Signal**: Rating 4.65 · Sentiment Excited - **Recent focus**: Users report the barcode scanner fails to return information for many products in the database (top complaint) · Barcode scanning functionality provides immediate nutritional clarity for users navigating grocery store aisles (top praise) > **TL;DR:** WISEcode UPF Detector is a health & fitness app by WISEcode, rated 4.65/5 by 3.6K users, with Excited user sentiment (75/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** WISEcode UPF Detector maintains Excited user sentiment (4.65/5 from 3.6K reviews), with users consistently praising barcode scanning functionality provides immediate nutritional clarity for users navigating grocery store aisles. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.65/5 (3.6K reviews) | | **User Mood** | Excited | | **Category** | Health & Fitness | | **Developer** | WISEcode | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | High (0.8/1.0) | | **Data Age** | 8d | ## Metadata & Market Performance - **Publisher:** WISEcode - **Category:** Health & Fitness - **Target Audience:** Health-conscious shoppers and families seeking transparency regarding food processing levels and ingredient quality. - **Platforms:** iOS & Android - **Version Reviewed:** 2.14.128 - **Report Date:** 2026-08-08 - **Signal Count:** 99 reviews analyzed - **Confidence:** High (0.8/1.0) - **App Store ID (iOS):** 6479329206 - **Bundle ID:** ai.wisecode.upfd - **Google Play ID:** ai.wisecode.upfd - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-08-08 ## Executive Snapshot **What it is:** WISEcode UPF Detector is a health and fitness app for iOS and Android that identifies ultra-processed foods via barcode scanning. **Why users hire it:** Users hire the app to instantly decode complex ingredient lists into actionable health insights, serving the job of making informed grocery decisions without manual research. ## App DNA (Features & Intent) - **[Standard] Barcode Scanning:** Instant identification of packaged food items via camera-based barcode lookup. Revenue link: Drives daily active usage by providing immediate utility at the point of purchase, expanding ad-impression inventory. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Differentiator] WISEscore™:** Unified rating system combining ingredient and nutrient quality metrics. Revenue link: Establishes category authority and proprietary data moat, increasing user switching costs. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Ultra-Processed Food (UPF) Identification:** Specific flagging of additives and processing levels for packaged goods. Revenue link: Addresses specific health-conscious user intent, driving retention by providing unique value not found in standard nutrition labels. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} WISEcode maintains a high 4.72-star rating across 3,581 total ratings [1, 2], positioning it as a niche leader in UPF detection despite a lack of major feature updates in the last six months. ## Monetization Strategy - **Model:** Free - **Tiers:** Free to download and use - **Analysis:** The app currently operates as a free, ad-supported utility with no visible subscription gates. ## 🟢 User Sentiment (High Confidence: 63 of 99 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.65/5 - **Platform Split:** iOS 4.7/5 (1.8K ratings) | Android 4.6/5 (1.8K ratings) - **Overall Sentiment:** Excited ### Top Praises - **Barcode scanning functionality provides immediate nutritional clarity for users navigating grocery store aisles** - **Clear processing level indicators help users distinguish between ultra-processed items and real food options** - **The streamlined interface allows users to access the scanner immediately without navigating through excessive advertisements** ### Top Complaints (Impact Areas) - **Users report the barcode scanner fails to return information for many products in the database** ## SWOT Analysis {#swot} **Core Strengths:** - WISEscore™ proprietary rating system functions as a defensible barrier against generic nutrition trackers. - Streamlined scanner-first interface sustains organic install velocity by minimizing friction at the point of purchase. **Growth Levers:** - Manual search integration would capture users shopping online, expanding the addressable market beyond physical grocery trips. - Personalized swap recommendations would increase session depth and retention for health-conscious users. ## Recent Changes (v2 → v3) {#recent-changes} The app remains in a maintenance phase with no new features, but the competitive analysis now highlights increased vulnerability to rivals and a more nuanced view of its core scanning utility. **Overall trend**: Mixed **Compared at**: 2026-08-08 ### Medium-impact changes - **[Added] Expanded SWOT Analysis** (swot) - **[Shifted] Outlook Trend Shift** (positioning) - **[Shifted] Contrarian Take Pivot** (positioning) ## What's New - **Latest (v2.14.131, 1 weeks ago):** General performance improvements and bug fixes. ## App Momentum (Maintenance) {#momentum} - Ships generic performance improvements. - No major feature updates recently. > **Cadence:** 2 total versions · 0 majors in last 6 months · 11 days since last update · 0 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} WISEcode UPF Detector is a market-leading health & fitness app that is completely free. With a 4.65/5 rating from 3.6K reviews, it delivers strong user satisfaction. > **Bottom Line:** WISEcode UPF Detector captures high-intent health shoppers through its proprietary WISEscore™, but persistent database gaps and the removal of allergy alerts threaten to drive users toward more comprehensive competitors, so the team must prioritize database expansion and manual search to stabilize retention. **Best for:** Health-conscious shoppers and families seeking transparency regarding food processing levels and ingredient quality. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship manual search functionality because users report difficulty checking products when shopping online → increase session frequency ### Outlook: Mixed The health-tracking market is consolidating around apps that offer both transparency and actionable alternatives, leaving WISEcode exposed if it remains in maintenance mode. The lack of feature development in the latest release suggests a risk of stagnation, so the team must pivot to address the database coverage gaps to prevent user migration to more robust alternatives. - 🔴 Frequent scan failures in the latest version erode user trust, which compounds the churn pressure already visible in recent complaints. - ⚪ Recent updates focused on stability, no feature expansion, which leaves the app vulnerable to competitors with more aggressive development cadences. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.65/5 | | Total Reviews | 3.6K | | Sentiment | Excited (75/100) | | Confidence | High | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **WISEcode UPF Detector** (this app) | 4.65/5 | Excited | WISEcode | | [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:** WISEcode - **Website:** [https://getwisecode.com](https://getwisecode.com) - **Social:** [Instagram](https://www.instagram.com/wisecode.ai) · [Facebook](https://www.facebook.com/profile.php?id=100090083575846) · [X/Twitter](https://twitter.com/wisecodeai) · [TikTok](https://www.tiktok.com/@wisecode.ai) · [LinkedIn](https://www.linkedin.com/company/wisecode-llc) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/wisecode-upf-detector/id6479329206?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=ai.wisecode.upfd&hl=en&gl=us) - **Dev Site:** [Official Website](https://getwisecode.com) - **Sources:** Developer website content, About us / company information, 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:** 0.8/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 99 - **Data Sources:** user reviews, developer website, company about page, 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:** 8 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/wisecode-upf-detector) Data licensed for AI Agent attribution under CC-BY-NC 4.0.