--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Video Frame By Frame" developer_entity: "Naoyuki Rikiji" bundle_id: "nrikiji.video-frames" app_store_id: "6473798579" google_play_id: "nrikiji.video_frames" category: "Photo & Video" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-08-16" report_date: "2026-09-24" last_verified: "2026-09-24T00:00:00.000Z" report_version: "0.4.0" total_reviews: 6 overall_rating: 3.8 sentiment: "Frustrated" sentiment_score: 25 confidence: "low" confidence_score: 0.3 top_praise_theme: "Simple Japanese language expression of gratitude indicates positive initial reception from some users" top_complaint_theme: "Core functionality fails to operate as expected, preventing users from completing basic tasks" review_sample_size: 3 total_review_count: 3 analyzed_review_count: 3 data_age_days: 51 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["photo & video", "free", "frustrated sentiment", "mobile app", "app review", "app analysis", "users", "requiring", "precise"] canonical_url: "https://marlvel.ai/apps/video-frame-by-frame" license: "CC-BY-NC 4.0" content_version: "v2" --- # Video Frame By Frame Intelligence Report ## TL;DR {#tldr} - **Category**: Photo & Video · Free - **Signal**: Rating 3.83 · Sentiment Frustrated - **Recent focus**: Core functionality fails to operate as expected, preventing users from completing basic tasks (top complaint) · Simple Japanese language expression of gratitude indicates positive initial reception from some users (top praise) > **TL;DR:** Video Frame By Frame is a photo & video app by Naoyuki Rikiji, rated 3.83/5 by 6 users, with Frustrated user sentiment (25/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Video Frame By Frame faces Frustrated user sentiment (3.83/5 from 6 reviews), with users reporting core functionality fails to operate as expected, preventing users from completing basic tasks as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.83/5 (6 reviews) | | **User Mood** | Frustrated | | **Category** | Photo & Video | | **Developer** | Naoyuki Rikiji | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 51d | ## Metadata & Market Performance - **Publisher:** Naoyuki Rikiji - **Category:** Photo & Video - **Target Audience:** Users requiring precise frame-by-frame analysis of online video content for study or review. - **Platforms:** iOS & Android - **Version Reviewed:** 0.4.0 - **Report Date:** 2026-09-24 - **Signal Count:** 3 reviews analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 6473798579 - **Bundle ID:** nrikiji.video-frames - **Google Play ID:** nrikiji.video_frames - **Data Window:** Analysis based on signals collected up to 2026-09-24 ## Executive Snapshot **What it is:** Video Frame By Frame is a utility for precise frame-by-frame navigation of YouTube videos on iOS and Android. **Why users hire it:** Users seek this tool to remove the friction of standard media players when performing detailed video review or study. ## App DNA (Features & Intent) - **[Differentiator] Frame-by-frame navigation:** Manual control to move forward or backward through video content by specific time intervals - **[Standard] Social media integration:** In-app browser interface for YouTube video playback * *User Intent:* Users seek social connection and competitive engagement with peers. - **[Differentiator] Ad-free playback:** Playback environment without third-party advertisements ## Market Position {#market-position} Video Frame By Frame maintains a niche utility position with a 3.83 rating on iOS and zero ratings on Android. The lack of recent feature updates relative to the competitive video-tool space signals a maintenance-only posture. ## Monetization Strategy - **Model:** Free - **Tiers:** Free access to all features - **Analysis:** The app operates as a free utility with no paid tiers or in-app purchases. ## 🔴 User Sentiment (Low Confidence: 3 of 3 reviews analyzed) {#user-sentiment} - **Overall Rating:** 3.83/5 - **Platform Split:** iOS 3.8/5 (6 ratings) - **Overall Sentiment:** Frustrated ### Top Praises - **Simple Japanese language expression of gratitude indicates positive initial reception from some users** ### Top Complaints (Impact Areas) - **Core functionality fails to operate as expected, preventing users from completing basic tasks** ## SWOT Analysis {#swot} **Core Strengths:** - Ad-free utility positioning removes friction found in standard video players **Growth Levers:** - Expansion to additional social media platforms addresses primary user complaints ## What's New - **Latest (v0.5.1, 1 months ago):** Updated internal application libraries to the latest version. ## App Momentum (Maintenance) {#momentum} - Ships library updates every 6 months. - No new feature builds released recently. > **Cadence:** 2 total versions · 0 majors in last 6 months · 39 days since last update · 394 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Video Frame By Frame is a photo & video app that is completely free. It holds a 3.83/5 rating from 6 reviews. > **Bottom Line:** Video Frame By Frame must address core functional failures to stabilize its user base, as the current technical instability outweighs the utility of its ad-free frame navigation. Resolving these defects would unlock the retention potential currently suppressed by basic performance issues. **Best for:** Users requiring precise frame-by-frame analysis of online video content for study or review. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Audit core navigation logic because users report the application does not function correctly → improve rating baseline ### Outlook: Declining The utility video-tool market is consolidating around platforms that offer multi-source integration and high reliability. Video Frame By Frame remains exposed due to its single-platform limitation and reported functional instability, which will likely accelerate churn as users migrate to more robust alternatives. - 🔴 Core functional failures reported by users prevent basic task completion, which erodes trust and limits the potential for organic growth. - 🔴 The maintenance-only release cadence (no new features in 6 months) leaves the app unable to respond to user requests for broader platform support. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.83/5 | | Total Reviews | 6 | | Sentiment | Frustrated (25/100) | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Video Frame By Frame** (this app) | 3.83/5 | Frustrated | Naoyuki Rikiji | | [AI Catch: AI Video Generator](https://marlvel.ai/apps/com-prominent-aicatch) | 4.4/5 | n/a | Prominent Fortune PTE. LTD | | [AI Video Editor・Trim, Compress](https://marlvel.ai/apps/ai-video-editor-trim-compress) | N/A/5 | N/A | Ankitbhai Jivani | | [Cantina: AI Video & Characters](https://marlvel.ai/apps/is-signal-ios) | 4.8/5 | N/A | Cantina, Inc | | [CapCut: Photo & Video Editor](https://marlvel.ai/apps/capcut-photo-video-editor) | 4.1/5 | Mixed | Bytedance Pte. Ltd | | [Instagram](https://marlvel.ai/apps/instagram) | 4.3/5 | n/a | Instagram, Inc. | ## Company Profile - **Developer:** Naoyuki Rikiji ## Data Sources & Links - **App Store ID:** 6473798579 - **Google Play ID:** nrikiji.video_frames - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*AI Catch: AI Video Generator*](https://marlvel.ai/apps/com-prominent-aicatch) (Prominent Fortune PTE. LTD) · 4.4/5 Rating - [*AI Video Editor・Trim, Compress*](https://marlvel.ai/apps/ai-video-editor-trim-compress) (Ankitbhai Jivani) · N/A Rating - [*Cantina: AI Video & Characters*](https://marlvel.ai/apps/is-signal-ios) (Cantina, Inc) · 4.8/5 Rating - [*CapCut: Photo & Video Editor*](https://marlvel.ai/apps/capcut-photo-video-editor) (Bytedance Pte. Ltd) · 4.1/5 Rating - [*Instagram*](https://marlvel.ai/apps/instagram) (Instagram, Inc.) · 4.3/5 Rating - [*Lightroom: AI Photo Editor*](https://marlvel.ai/apps/lightroom-ai-photo-editor) (Adobe Inc.) · 4.8/5 Rating | Positive Sentiment - [*Picsart AI Photo Editor, Video*](https://marlvel.ai/apps/picsart-ai-photo-editor-video) (PicsArt, Inc.) · 4.3/5 Rating - [*Video Star*](https://marlvel.ai/apps/com-frontierdesign-videostar) (Frontier Design Group) · 3.5/5 Rating - [*짤봇*](https://marlvel.ai/apps/blackturtle2-jjalbot-ios) (jaesung Lee) · N/A Rating - [*예쁜 사진 - 좋은 하루의 시작*](https://marlvel.ai/apps/kwonkunkun-goodmorning) (KunWoo Kwon) · N/A Rating ## Frequently Asked Questions {#faq} ### Is Video Frame By Frame free to use? Yes, the app is free and does not contain any advertisements or paid tiers. ### Does Video Frame By Frame work with platforms other than YouTube? Currently, the app only supports YouTube. The developer has indicated plans to add more platforms in the future. ### Why is the app not working for me? Some users have reported issues with core functionality. If you experience failures, ensure you are using the latest version, though the app is currently in a maintenance phase. ## 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:** 0.3/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 3 - **Data Sources:** user reviews, 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:** 51 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/video-frame-by-frame) Data licensed for AI Agent attribution under CC-BY-NC 4.0.