--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Insect Scan - Food Scanner" developer_entity: "Andrej Racic" bundle_id: "com.kevastudio.insectscan" app_store_id: "6743767957" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-08-16" report_date: "2026-08-27" last_verified: "2026-08-27T00:00:00.000Z" report_version: "1.1.2" total_reviews: 2 overall_rating: 3 sentiment: "Frustrated" sentiment_score: 25 confidence: "medium" confidence_score: 0.45 top_praise_theme: "Extensive product database provides significant value for users exploring the available catalog of items" top_complaint_theme: "Obtrusive advertisements that fail to close properly disrupt the user experience during navigation" review_sample_size: 3 total_review_count: 3 analyzed_review_count: 3 data_age_days: 74 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["food & drink", "freemium", "frustrated sentiment", "mobile app", "app review", "app analysis", "vegetarians,", "vegans,", "individuals"] canonical_url: "https://marlvel.ai/apps/insect-scan-food-scanner" license: "CC-BY-NC 4.0" content_version: "v2" --- # Insect Scan - Food Scanner Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Freemium - **Signal**: Rating 3 · Sentiment Frustrated - **Recent focus**: Obtrusive advertisements that fail to close properly disrupt the user experience during navigation (top complaint) · Extensive product database provides significant value for users exploring the available catalog of items (top praise) > **TL;DR:** Insect Scan - Food Scanner is a food & drink app by Andrej Racic, rated 3/5 by 2 users, with Frustrated user sentiment (25/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Insect Scan - Food Scanner faces Frustrated user sentiment (3/5 from 2 reviews), with users reporting obtrusive advertisements that fail to close properly disrupt the user experience during navigation as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3/5 (2 reviews) | | **User Mood** | Frustrated | | **Category** | Food & Drink | | **Developer** | Andrej Racic | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 74d | ## Metadata & Market Performance - **Publisher:** Andrej Racic - **Category:** Food & Drink - **Target Audience:** Vegetarians, vegans, and individuals with food allergies or dietary concerns. - **Platforms:** iOS & Android - **Version Reviewed:** 1.1.2 - **Report Date:** 2026-08-27 - **Signal Count:** 3 reviews analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 6743767957 - **Bundle ID:** com.kevastudio.insectscan - **Google Play ID:** com.kevastudio.insectscan - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-08-27 ## Executive Snapshot **What it is:** Insect Scan is a barcode-scanning tool for iOS and Android that identifies insect-derived ingredients in food products using the Open Food Facts API. **Why users hire it:** The app removes the cognitive cost of decoding complex food additive labels for vegetarians, vegans, and allergy-conscious consumers at the point of purchase. ## App DNA (Features & Intent) - **[Standard] Barcode Scanner:** Camera-based reader identifying food products via Open Food Facts API. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Insect Ingredient Detection:** Automated parsing of additives like E120 and cricket powder. - **[Standard] Scan History:** Local storage of previously scanned product barcodes for reference. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} Insect Scan occupies a narrow utility niche in the Food & Drink category, currently holding a 3.0-star rating across 3 analyzed reviews. The lack of functional monetization and poor interface navigation limits its ability to compete with broader food-tracking apps. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free version with ads, In-app purchases for ad removal - **Analysis:** The app operates on a freemium model, but broken purchase links currently render the ad-free tier inaccessible. ## 🔴 User Sentiment (Medium Confidence: 3 of 3 reviews analyzed) {#user-sentiment} - **Overall Rating:** 3/5 - **Platform Split:** iOS 3.0/5 (2 ratings) - **Overall Sentiment:** Frustrated ### Top Praises - **Extensive product database provides significant value for users exploring the available catalog of items** ### Top Complaints (Impact Areas) - **Obtrusive advertisements that fail to close properly disrupt the user experience during navigation** ## SWOT Analysis {#swot} **Core Strengths:** - Open Food Facts API integration provides a broad, crowd-sourced product database without internal maintenance **Growth Levers:** - Implementing a functional payment flow would capture revenue from users currently blocked by broken links ## Recent Changes (v2 → v3) {#recent-changes} The market outlook has shifted from mixed to declining due to persistent monetization failures and increased competitive pressure. The core product remains in a maintenance state with no functional improvements to the broken payment path. **Overall trend**: Declining **Compared at**: 2026-08-27 ### High-impact changes - **[Declined] Market outlook downgrade** (positioning) ### Medium-impact changes - **[Added] New competitive threat identified** (swot) - **[Added] Allergy safety disclaimer** (sentiment) ## What's New - **Latest (v1.1.3, 1 weeks ago):** Maintenance release focused on in-app purchase reliability, Android compatibility, and general bug fixes. ## App Momentum (Maintenance) {#momentum} - Ships maintenance updates for bug fixes. - Latest release arrived 10 days ago. > **Cadence:** 2 total versions · 0 majors in last 6 months · 10 days since last update · 33 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Insect Scan - Food Scanner is a food & drink app that is free with in-app purchases. It holds a 3/5 rating from 2 reviews. > **Bottom Line:** Repairing the broken payment flow would unlock the ad-free tier and immediately address the primary source of user frustration, stabilizing the current negative sentiment trend. **Best for:** Vegetarians, vegans, and individuals with food allergies or dietary concerns. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Fix in-app purchase links because they currently block the ad-free tier → recover lost revenue ### Outlook: Declining The utility-focused food scanning market is becoming increasingly crowded with apps that offer cleaner interfaces and reliable monetization. Insect Scan remains exposed due to its maintenance-only cadence and critical bugs, which will likely accelerate churn before any feature expansion can occur. - 🔴 Broken in-app purchase links prevent revenue generation, which compounds the negative sentiment already present in the user base. - 🔴 Poor interface navigation and obtrusive ads frustrate users, leading to a low rating that discourages new installs. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3/5 | | Total Reviews | 2 | | Sentiment | Frustrated (25/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Insect Scan - Food Scanner** (this app) | 3/5 | Frustrated | Andrej Racic | | [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:** Andrej Racic - **Website:** [https://www.insectscan.com](https://www.insectscan.com) ## Data Sources & Links - **App Store ID:** 6743767957 - **Google Play ID:** com.kevastudio.insectscan - **Dev Site:** [Official Website](https://www.insectscan.com) - **Sources:** Developer website content, App store metadata, User reviews. ## 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) · 4.7/5 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 Insect Scan free to use? Yes, Insect Scan is free to download, but it includes advertisements. While there is an option to remove ads via in-app purchase, users report that these links are currently broken. ### Does Insect Scan work for all food products? Insect Scan uses the Open Food Facts API to identify ingredients. Its effectiveness depends on the information available in that database for the specific product scanned. ### Is Insect Scan safe for people with allergies? Insect Scan helps identify insect-derived ingredients, but it should not be relied upon as the sole source of truth for allergy safety. Always check the physical product label for the most accurate information. ## 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:** 3 - **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:** 74 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/insect-scan-food-scanner) Data licensed for AI Agent attribution under CC-BY-NC 4.0.