--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "iCollect Everything: Inventory" developer_entity: "iCollect Everything, LLC" bundle_id: "com.icollect" app_store_id: "559036969" google_play_id: "com.icollect.icollecteverything" category: "Reference" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-04-15" report_date: "2026-10-08" last_verified: "2026-10-08T00:00:00.000Z" report_version: "9.9.10" total_reviews: 15025 overall_rating: 4.6 sentiment: "Frustrated" sentiment_score: 35 confidence: "high" confidence_score: 0.7 top_praise_theme: "Barcode scanning and bulk entry features allow collectors to catalog large inventories with high efficiency" top_complaint_theme: "Aggressive monetization and opaque pricing tiers frustrate users who feel misled by initial free access" review_sample_size: 49 total_review_count: 49 analyzed_review_count: 49 data_age_days: 37 momentum_velocity: "intense" intelligence_version: 3 tags: ["reference", "freemium", "frustrated sentiment", "mobile app", "app review", "app analysis", "collectors", "educators", "catalog,"] canonical_url: "https://marlvel.ai/apps/com-icollect" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ Content Warning This report covers topics classified as sensitive (finance). Information is aggregated from public sources for informational purposes only. This is not financial or investment advice. Always do your own research. --- # iCollect Everything: Inventory Intelligence Report ## TL;DR {#tldr} - **Category**: Reference · Freemium - **Signal**: Rating 4.59 · Sentiment Frustrated - **Recent focus**: Users report: Aggressive monetization and opaque pricing tiers frustrate users who feel misled by initial free access (top complaint) · Barcode scanning and bulk entry features allow collectors to catalog large inventories with high efficiency (top praise) > **TL;DR:** iCollect Everything: Inventory is a reference app by iCollect Everything, LLC, rated 4.59/5 by 15K users, with Frustrated user sentiment (35/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** iCollect Everything: Inventory faces Frustrated user sentiment (4.59/5 from 15K reviews), with users reporting aggressive monetization and opaque pricing tiers frustrate users who feel misled by initial free access as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.59/5 (15K reviews) | | **User Mood** | Frustrated | | **Category** | Reference | | **Developer** | iCollect Everything, LLC | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | High (0.7/1.0) | | **Data Age** | 37d | ## Metadata & Market Performance - **Publisher:** iCollect Everything, LLC - **Category:** Reference - **Target Audience:** Collectors and educators who need to catalog, value, and manage physical inventories ranging from media to specialized hobby items. - **Platforms:** iOS & Android - **Version Reviewed:** 9.9.10 - **Report Date:** 2026-10-08 - **Signal Count:** 49 reviews analyzed - **Confidence:** High (0.7/1.0) - **App Store ID (iOS):** 559036969 - **Bundle ID:** com.icollect - **Google Play ID:** com.icollect.icollecteverything - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-10-08 - **Short Description:** Collectors database tracker of Movies, Books, Music, Video Games, Comic Books ## Executive Snapshot **What it is:** iCollect Everything: Inventory is a cross-platform database app for managing physical collections and inventory on iOS and Android. **Why users hire it:** The app removes the manual labor of cataloging large physical inventories by using barcode and AI-based image scanning to populate item data. ## App DNA (Features & Intent) - **[Differentiator] AI Identification Scanning:** Machine learning image recognition identifies items without barcodes for database entry. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Custom Collection Builder:** Allows users to define custom fields and categories for any inventory type. * *User Intent:* Users value self-expression and personalized experiences. - **[Standard] Cloud Sync and Backup:** Synchronizes collection data across iOS, Android, and Mac platforms. * *User Intent:* Users expect seamless access across multiple devices. ## Market Position {#market-position} iCollect Everything: Inventory maintains a presence in the Reference category, though its grossing performance is volatile across international markets. The reliance on per-category in-app purchases creates a high barrier to entry compared to flat-subscription competitors. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with storage limits, Paid in-app purchase for unlimited storage per collectible type - **Analysis:** Freemium model gates unlimited storage behind per-category in-app purchases, allowing users to pay only for the specific collections they scale. ## 🔴 User Sentiment (High Confidence: 49 of 49 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.59/5 - **Platform Split:** iOS 4.6/5 (12.9K ratings) | Android 4.2/5 (2.1K ratings) - **Overall Sentiment:** Frustrated - **Note:** The 4.59/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **Barcode scanning and bulk entry features allow collectors to catalog large inventories with high efficiency** - **Customizable fields and category creation provide flexibility for diverse collections ranging from books to coins** ### Top Complaints (Impact Areas) - **Users report: Aggressive monetization and opaque pricing tiers frustrate users who feel misled by initial free access** ## SWOT Analysis {#swot} **Core Strengths:** - AI-powered image recognition reduces entry friction for non-barcoded items - Custom collection builder enables niche inventory management - Multi-platform cloud sync increases switching costs **Growth Levers:** - Implement native iCloud integration to address data loss concerns - Clarify Pro-tier value proposition to reduce paywall friction ## Recent Changes (v2 → v3) {#recent-changes} The app introduced AI-powered image recognition and custom collection building to differentiate its feature set, but these gains are offset by critical user reports of data loss and frustration with per-category monetization. **Overall trend**: Declining **Compared at**: 2026-10-08 ### High-impact changes - **[Added] AI and Customization Features** (features) - **[Declined] Data Loss and Stability Issues** (sentiment) ### Medium-impact changes - **[Shifted] Monetization Transparency** (pricing) - **[Added] New SWOT Risks** (swot) ## App Momentum (Intense) {#momentum} - Shipped bulk edit crash fix. - Added specialized fields for book collectors. > **Cadence:** 5 total versions · 0 majors in last 6 months · 20 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} iCollect Everything: Inventory is a reference app that is free with in-app purchases. With a 4.59/5 rating from 15K reviews, it draws more critical themes in recent reviews than its store average suggests. > **Bottom Line:** iCollect Everything: Inventory must prioritize data persistence and pricing transparency to stabilize its user base. Addressing the technical instability that causes data loss will unlock higher retention, as the core scanning utility remains a strong differentiator. **Best for:** Collectors and educators who need to catalog, value, and manage physical inventories ranging from media to specialized hobby items. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship native iCloud backup integration because data loss is the top-cited churn driver → stabilize long-term retention ### Outlook: Declining The outlook for iCollect Everything: Inventory is declining due to persistent technical instability and user friction regarding the pricing model. Unless the developer addresses the data loss concerns, the app will continue to lose its power-user base to more stable, transparent alternatives. - 🔴 Data loss reports following updates erode user trust, which directly correlates with the declining sentiment trend observed in recent feedback. - 🔴 Aggressive monetization pressure is driving negative reviews, which threatens to lower the app's store rating and organic discoverability. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.59/5 | | Total Reviews | 15K | | Sentiment | Frustrated (35/100) | | Confidence | High | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **iCollect Everything: Inventory** (this app) | 4.59/5 | Frustrated | iCollect Everything, LLC | | [올어바웃성경](https://marlvel.ai/apps/com-allabout-bibleapp) | 5.0/5 | N/A | Gilju Lee | | [Hallow: Prayer & Meditation](https://marlvel.ai/apps/hallow-prayer-meditation) | 4.7/5 | n/a | Hallow, Inc. | | [고려대 한국어 속담 사전](https://marlvel.ai/apps/app--428) | N/A/5 | N/A | DaolSoft, Co., Ltd. | | [우리말 의학사전](https://marlvel.ai/apps/app--427) | N/A/5 | N/A | DaolSoft, Co., Ltd. | | [공인중개사 용어사전](https://marlvel.ai/apps/app--429) | N/A/5 | N/A | DaolSoft, Co., Ltd. | ## Company Profile - **Developer:** iCollect Everything, LLC - **Website:** [https://www.icollecteverything.com/](https://www.icollecteverything.com/) - **Social:** [Facebook](https://www.facebook.com/iCollectEverything) · [LinkedIn](https://www.linkedin.com/in/ethan-in-orlando-fl) ## Data Sources & Links - **App Store ID:** 559036969 - **Google Play ID:** com.icollect.icollecteverything - **Dev Site:** [Official Website](https://www.icollecteverything.com/) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*올어바웃성경*](https://marlvel.ai/apps/com-allabout-bibleapp) (Gilju Lee) · 5.0/5 Rating - [*Hallow: Prayer & Meditation*](https://marlvel.ai/apps/hallow-prayer-meditation) (Hallow, Inc.) · 4.7/5 Rating - [*고려대 한국어 속담 사전*](https://marlvel.ai/apps/app--428) (DaolSoft, Co., Ltd.) · N/A Rating - [*우리말 의학사전*](https://marlvel.ai/apps/app--427) (DaolSoft, Co., Ltd.) · N/A Rating - [*공인중개사 용어사전*](https://marlvel.ai/apps/app--429) (DaolSoft, Co., Ltd.) · N/A Rating - [*브리태니커 콘사이스 백과사전*](https://marlvel.ai/apps/app--425) (DaolSoft, Co., Ltd.) · N/A Rating - [*100 Radio Hrvatska (HR) : Vijesti, glazba, Nogomet*](https://marlvel.ai/apps/100-radio-hrvatska-hr-vijesti-glazba-nogomet) (Thomas Gesland) · 1.0/5 Rating - [*100 US Citizenship Test Questions 2017*](https://marlvel.ai/apps/100-us-citizenship-test-questions-2017) (Andrey Fetisov) · 4.7/5 Rating - [*١٠١ پرسیار لە زانستی قورئان*](https://marlvel.ai/apps/app--952) (Abdulwahab F. Omar) · 5.0/5 Rating - [*10ten Japanese Reader*](https://marlvel.ai/apps/10ten-japanese-reader) (Birchill, Inc.) · 4.9/5 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:** 0.7/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 49 - **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:** 37 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/com-icollect) Data licensed for AI Agent attribution under CC-BY-NC 4.0.