--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Fruit Identifier - By Photo" developer_entity: "Ivan Frolov" bundle_id: "com.ivanfrolov.fruitidentifier" app_store_id: "1617804876" category: "Utilities" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2022-04-07" report_date: "2026-09-28" last_verified: "2026-09-28T00:00:00.000Z" report_version: "1.1" total_reviews: 9 overall_rating: 1.2 confidence: "low" confidence_score: 0.05 data_age_days: 8 momentum_velocity: "zombie" intelligence_version: 2 tags: ["utilities", "subscription", "mobile app", "app review", "app analysis", "casual", "users", "hobbyists"] canonical_url: "https://marlvel.ai/apps/fruit-identifier-by-photo" license: "CC-BY-NC 4.0" content_version: "v2" --- # Fruit Identifier - By Photo Intelligence Report ## TL;DR {#tldr} - **Category**: Utilities · Subscription - **Signal**: Rating 1.22 > **TL;DR:** Fruit Identifier - By Photo is a utilities app by Ivan Frolov, rated 1.22/5 by 9 users, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Fruit Identifier - By Photo is a utilities app by Ivan Frolov. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 1.22/5 (9 reviews) | | **Category** | Utilities | | **Developer** | Ivan Frolov | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 8d | ## Metadata & Market Performance - **Publisher:** Ivan Frolov - **Category:** Utilities - **Target Audience:** Casual users or hobbyists seeking quick identification of fruit via mobile photography. - **Platforms:** iOS - **Version Reviewed:** 1.1 - **Report Date:** 2026-09-28 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 1617804876 - **Bundle ID:** com.ivanfrolov.fruitidentifier - **Data Window:** Analysis based on signals collected up to 2026-09-28 ## Executive Snapshot **What it is:** Fruit Identifier - By Photo is a mobile utility for identifying fruit species from user-uploaded photos on iOS. **Why users hire it:** The app removes the time cost of manual fruit identification by providing instant, automated results from a centralized database. ## App DNA (Features & Intent) - **[Standard] Fruit Identification:** Image processing engine identifies fruit species from user-uploaded photos; acts as a premium-tier gate ($9.99/month) for full identification results. * *User Intent:* Users seek enhanced value through premium features. - **[Basic] Instant Processing:** Automated image analysis pipeline returns identification results immediately upon upload; serves as a retention lever to encourage repeat usage. * *User Intent:* Users seek enhanced value through premium features. - **[Basic] Fruit Database:** Centralized repository of fruit data used to match visual inputs; restricts access to the full database to paying subscribers. ## Market Position {#market-position} Fruit Identifier - By Photo holds a 1.2-star rating across 9 total reviews, signaling low user satisfaction. The lack of updates since April 2022 leaves the app without a competitive position in the current utilities market. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free tier with limited access, Premium tier at $9.99/month - **Analysis:** The subscription model is anchored at $9.99/month, gating core identification functionality behind a recurring payment that users may find difficult to justify given the lack of recent updates. ## SWOT Analysis {#swot} **Core Strengths:** - Automated image processing pipeline provides instant results **Growth Levers:** - Pivot to ad-supported model to increase user funnel ## What's New - **Latest (v1.1, 4 years ago):** Addressed minor bugs. ## App Momentum (Zombie) {#momentum} - Dormant for over 4 years. - No feature updates since 2022. > **Cadence:** 1 total versions · 0 majors in last 6 months · 1634 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Fruit Identifier - By Photo is an utilities app. It holds a 1.22/5 rating from 9 reviews. > **Bottom Line:** Fruit Identifier - By Photo is a legacy asset, as the four-year development gap makes the current subscription model difficult to justify against active alternatives. A pivot to a one-time purchase would better align the price with the app's dormant state. **Best for:** Casual users or hobbyists seeking quick identification of fruit via mobile photography. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Pivot to a one-time purchase model because the current subscription price is too high for a dormant app → increase conversion ### Outlook: Declining The market for utility-based identification tools is shifting toward apps with frequent database updates and high-accuracy machine learning models. Fruit Identifier - By Photo is poorly positioned to compete, as its lack of development since 2022 leaves it unable to address user complaints or improve identification results. - 🔴 The four-year development hiatus suggests the app is in maintenance-only mode, which prevents it from addressing identification accuracy gaps. - 🔴 A 1.2-star rating indicates that the current feature set fails to meet user expectations, leading to high churn and low acquisition. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 1.22/5 | | Total Reviews | 9 | | Confidence | Low | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Fruit Identifier - By Photo** (this app) | 1.22/5 | N/A | Ivan Frolov | | [Sota Connect: Secure Network](https://marlvel.ai/apps/fi-catconnect-sota) | 4.8/5 | N/A | Cat Connect | | [V2Box - V2ray Client](https://marlvel.ai/apps/v2box-v2ray-client) | 4.6/5 | n/a | techlaim | | [App For Siri Commands Tips](https://marlvel.ai/apps/app-for-siri-commands-tips) | N/A/5 | N/A | Anh La Phan Son | | [avoVPN Desktop](https://marlvel.ai/apps/avovpn-desktop) | N/A/5 | N/A | Avocado VPN Technologies | | [Bin Days - Bin Reminder](https://marlvel.ai/apps/bin-days-bin-reminder) | N/A/5 | N/A | Vicki Partridge | ## Company Profile - **Developer:** Ivan Frolov - **Website:** [https://ipzhircov.club/support.html?v=1](https://ipzhircov.club/support.html?v=1) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/fruit-identifier-by-photo/id1617804876?uo=4) - **Dev Site:** [Official Website](https://ipzhircov.club/support.html?v=1) - **Sources:** App store metadata. ## Related Intel Reports - [*Sota Connect: Secure Network*](https://marlvel.ai/apps/fi-catconnect-sota) (Cat Connect) · 4.8/5 Rating - [*V2Box - V2ray Client*](https://marlvel.ai/apps/v2box-v2ray-client) (techlaim) · 4.6/5 Rating - [*App For Siri Commands Tips*](https://marlvel.ai/apps/app-for-siri-commands-tips) (Anh La Phan Son) · N/A Rating - [*avoVPN Desktop*](https://marlvel.ai/apps/avovpn-desktop) (Avocado VPN Technologies) · N/A Rating - [*Bin Days - Bin Reminder*](https://marlvel.ai/apps/bin-days-bin-reminder) (Vicki Partridge) · N/A Rating - [*Controller Tester FGC*](https://marlvel.ai/apps/controller-tester-fgc) (Aaron Lowe) · 5.0/5 Rating - [*Fusvob VPN : Super VPN 2026*](https://marlvel.ai/apps/com-toplinkc-foxexcellent) (Fuxin Technology) · 4.5/5 Rating - [*Gear Ratio Calculator & RPM*](https://marlvel.ai/apps/cog-gear-ratio-calculator) (Linh Phan Nhat Khanh) · N/A Rating - [*NordVPN: VPN Fast & Secure*](https://marlvel.ai/apps/com-nordvpn-nordvpn) (Nordvpn S.A.) · 4.7/5 Rating - [*Pick and Pull: Junkyard Finder*](https://marlvel.ai/apps/pick-and-pull-junkyard-finder) (Vladimir Kostadinov Stoyanov) · 3.7/5 Rating ## Frequently Asked Questions {#faq} ### Is Fruit Identifier - By Photo worth the $9.99 monthly subscription? Given that the app has not received an update since April 2022, users may find the $9.99 monthly subscription difficult to justify compared to more frequently updated identification tools. ### Does Fruit Identifier - By Photo work offline? The app requires an internet connection to process images through its identification engine, as the database is centralized. ### Are there free alternatives to Fruit Identifier - By Photo? Yes, many identification utilities offer free tiers or one-time purchase options that provide similar fruit identification functionality without a recurring subscription. ## 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:** 0.05/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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/fruit-identifier-by-photo) Data licensed for AI Agent attribution under CC-BY-NC 4.0.