{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_minvo","slug":"minvo","name":"Minvo","type":"product","url":"https://minvo.pro","page_url":"https://unfragile.ai/minvo","categories":["video-generation"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_minvo__cap_0","uri":"capability://image.visual.one.click.social.media.format.adaptation","name":"one-click social media format adaptation","description":"Automatically detects input video dimensions and applies preset aspect ratio transformations (9:16 for TikTok/Reels, 1:1 for Instagram Feed, 16:9 for YouTube) without manual cropping or pillarboxing. Uses template-based layout engine that preserves focal content through intelligent center-crop detection or letterboxing based on platform requirements, eliminating manual aspect ratio adjustments across multiple export targets.","intents":["I need to repurpose one video across TikTok, Instagram Reels, and YouTube Shorts without manually resizing each version","I want to batch-export videos in platform-native formats without losing quality or requiring manual aspect ratio math","I need to save time on the repetitive task of reformatting content for different social platforms"],"best_for":["solo content creators managing multiple social channels","small social media agencies handling batch content distribution","freelance video editors serving multiple clients with platform-specific deliverables"],"limitations":["Intelligent focal-point detection may fail on videos with distributed subjects (e.g., group scenes), defaulting to center-crop","No manual override for crop positioning on free tier — locked to automatic detection","Watermark placement on free tier may obscure content in narrow aspect ratios (9:16)","Limited to preset platform formats; custom aspect ratios not supported"],"requires":["Video file in MP4, MOV, or WebM format","Minimum 720p resolution for acceptable output quality","Internet connection for cloud-based processing"],"input_types":["video (MP4, MOV, WebM)"],"output_types":["video (multiple aspect ratios: 9:16, 1:1, 16:9)"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_minvo__cap_1","uri":"capability://image.visual.ai.driven.subtitle.generation.and.auto.captioning","name":"ai-driven subtitle generation and auto-captioning","description":"Processes video audio track through speech-to-text engine (likely cloud-based ASR like Google Cloud Speech-to-Text or similar) to generate timestamped captions, then applies automatic styling (font, color, positioning) based on platform conventions. Includes optional keyword-based caption segmentation to break long phrases into readable chunks, and applies accessibility-focused formatting (high contrast, readable font sizes) without manual SRT editing.","intents":["I need to add captions to videos quickly for accessibility and SEO without manually transcribing or timing subtitles","I want to ensure my videos meet platform accessibility standards (YouTube auto-captions, Instagram caption requirements) automatically","I need to generate captions in bulk across multiple videos without using separate transcription services"],"best_for":["accessibility-focused creators prioritizing inclusive content","creators in non-English markets where manual transcription is expensive","batch creators processing 10+ videos per week who need fast turnaround"],"limitations":["ASR accuracy degrades significantly with background noise, accents, or technical jargon (typical 85-92% accuracy vs 98%+ for professional transcription)","No speaker identification or multi-speaker distinction — all captions treated as single track","Automatic styling may not match brand guidelines; limited customization on free tier","No support for non-English languages on free tier (paid tier may support multiple languages)","Timing accuracy depends on audio quality; poor audio can cause caption drift of 0.5-2 seconds"],"requires":["Video with clear, audible dialogue (minimum SNR of 20dB recommended)","Internet connection for cloud ASR processing","Video duration under 60 minutes (typical free tier limit)"],"input_types":["video (MP4, MOV, WebM with audio track)"],"output_types":["video with embedded captions (SRT-compatible format)","caption file (SRT or VTT format for export)"],"categories":["image-visual","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_minvo__cap_2","uri":"capability://image.visual.ai.powered.editing.suggestion.engine","name":"ai-powered editing suggestion engine","description":"Analyzes video content (scene transitions, shot length, pacing, audio levels) using computer vision and audio analysis to generate editing recommendations (cut suggestions, transition placements, color correction hints). Operates as a non-destructive suggestion layer that flags potential improvements without auto-applying changes, allowing creators to review and selectively accept recommendations. Likely uses heuristic-based rules (e.g., 'flag shots longer than 5 seconds for potential cuts') combined with basic ML classification.","intents":["I want AI to identify pacing issues or awkward transitions in my raw footage and suggest fixes","I need a second opinion on editing decisions without hiring an editor or spending hours on manual review","I want to learn editing best practices by seeing what the AI flags as potential improvements"],"best_for":["beginner creators learning editing fundamentals","solo creators who lack editing experience and want guidance","creators looking for quick feedback on rough cuts before manual refinement"],"limitations":["Suggestions are generic and rule-based (e.g., 'cut shots over 5 seconds') rather than context-aware — fails to understand narrative intent or artistic style","No understanding of content type (tutorial vs vlog vs music video) — applies same rules to all genres","Requires substantial manual refinement for complex projects; 'effortless' claim overstated for professional-grade output","No creative reasoning — cannot suggest transitions that match mood or pacing that serves story","High false-positive rate on suggestion accuracy (editorial summary notes 'often generic')"],"requires":["Video file with clear audio and visual content","Minimum 1-minute duration for meaningful analysis","Internet connection for cloud-based analysis"],"input_types":["video (MP4, MOV, WebM)"],"output_types":["structured suggestions (JSON or UI overlay with flagged timestamps and recommendation type)"],"categories":["image-visual","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_minvo__cap_3","uri":"capability://image.visual.freemium.video.editing.with.cloud.based.rendering","name":"freemium video editing with cloud-based rendering","description":"Provides browser-based or lightweight desktop video editor with core editing functions (trim, cut, transition insertion, basic color correction) backed by cloud rendering infrastructure. Free tier includes watermark, resolution caps (likely 1080p max), and longer render times; paid tiers remove watermarks and enable 4K export. Uses server-side rendering queue to offload processing from user device, enabling editing on low-spec machines without local GPU requirements.","intents":["I want to edit videos without installing heavy software or owning expensive hardware","I need a low-barrier entry point to video editing before committing to professional tools","I want to test video editing workflows before upgrading to paid features"],"best_for":["hobbyists and casual creators with limited hardware","users evaluating video editing tools before purchase","creators in regions with limited access to professional software"],"limitations":["Free tier includes watermark on all exports (typical 'Minvo' branding in corner)","Resolution capped at 1080p on free tier; 4K requires paid subscription","Render times significantly slower than local rendering (5-15 minutes for 5-minute video typical on free tier vs 1-3 minutes on paid)","Editing capabilities limited compared to DaVinci Resolve or CapCut (no advanced color grading, limited effects library, no keyframe animation)","Cloud-dependent — requires stable internet; no offline editing mode","Storage limits on free tier (likely 5-10GB project storage)"],"requires":["Modern web browser (Chrome, Firefox, Safari, Edge) or lightweight desktop app","Stable internet connection (minimum 5 Mbps for smooth playback)","Free account with Minvo"],"input_types":["video (MP4, MOV, WebM)","audio (MP3, WAV)","images (JPG, PNG)"],"output_types":["video (MP4, MOV at 1080p on free tier; 4K on paid)"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_minvo__cap_4","uri":"capability://tool.use.integration.integrated.social.media.publishing.and.scheduling","name":"integrated social media publishing and scheduling","description":"Provides direct export-to-platform integration for TikTok, Instagram, YouTube, and potentially others, with optional scheduling capability to queue videos for future publication. Likely uses platform OAuth for authentication and native upload APIs (TikTok API, Instagram Graph API, YouTube Data API) to push videos directly without requiring manual platform login. May include basic analytics dashboard showing post performance (views, engagement) pulled from platform APIs.","intents":["I want to export and publish videos directly to multiple platforms without switching between apps","I need to schedule video uploads for optimal posting times across different time zones","I want to track basic performance metrics (views, likes) for my published videos without leaving the editor"],"best_for":["small social media managers handling multiple accounts","creators optimizing posting schedules across time zones","batch creators publishing 5+ videos per week"],"limitations":["Scheduling may be limited to specific platforms (e.g., YouTube supports scheduling natively, but TikTok does not — Minvo may use workarounds or not support TikTok scheduling)","Analytics integration likely read-only and delayed (24-48 hour lag typical for platform APIs)","No support for platform-specific features (YouTube Premieres, Instagram Stories, TikTok Duets) — basic upload only","OAuth token management may require re-authentication every 30-90 days depending on platform","No bulk scheduling across multiple accounts on free tier"],"requires":["Active accounts on target platforms (TikTok, Instagram, YouTube, etc.)","OAuth permissions granted to Minvo for each platform","Internet connection for API calls"],"input_types":["video (MP4, MOV, WebM)","metadata (title, description, hashtags)"],"output_types":["published video on platform","scheduled upload confirmation","basic analytics data (views, engagement)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_minvo__cap_5","uri":"capability://image.visual.batch.video.processing.and.export","name":"batch video processing and export","description":"Enables queuing multiple videos for simultaneous processing (rendering, format conversion, captioning) through cloud infrastructure, with progress tracking and batch export to multiple formats or platforms. Uses job queue system (likely Redis or similar) to manage concurrent processing across server resources, allowing users to submit 10+ videos and receive all outputs without waiting for sequential processing.","intents":["I need to process 20 videos in one session and export them all at once without waiting for each to finish","I want to convert a library of videos to multiple formats (1080p, 4K, mobile) in a single batch operation","I need to apply the same edits or captions to multiple videos without repeating the workflow"],"best_for":["content creators with weekly or monthly batch editing workflows","small agencies processing client video libraries","creators repurposing content across multiple platforms simultaneously"],"limitations":["Free tier likely limits batch size (e.g., 5 videos max per batch) or queue priority (paid users get faster processing)","No template-based batch editing (e.g., apply same color grade to all videos) — must process individually","Queue wait times increase during peak hours; no guaranteed SLA for processing speed","Batch operations may not support all export formats simultaneously (e.g., 4K export only available in paid tier)","No local batch processing option — entirely cloud-dependent"],"requires":["Multiple video files (MP4, MOV, WebM)","Sufficient cloud storage quota for input + output files","Internet connection stable enough for multi-hour processing"],"input_types":["video (MP4, MOV, WebM) — multiple files"],"output_types":["video (multiple formats and resolutions)","batch processing report (completion status, file links)"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_minvo__cap_6","uri":"capability://image.visual.basic.color.correction.and.audio.normalization","name":"basic color correction and audio normalization","description":"Provides automated color correction (white balance, exposure, saturation adjustment) and audio level normalization (loudness matching across clips, noise reduction) using heuristic-based algorithms or basic ML models. Color correction likely uses histogram analysis to detect and correct exposure issues; audio normalization uses LUFS (loudness units relative to full scale) targeting to match platform standards (YouTube: -14 LUFS, TikTok: -16 LUFS). Non-destructive adjustments allow manual override.","intents":["I want to fix exposure and color issues in footage without learning color grading","I need to normalize audio levels across multiple clips so they sound consistent","I want to ensure my videos meet platform audio standards without manual mixing"],"best_for":["beginner creators without color grading or audio engineering experience","creators processing footage from multiple cameras or recording sessions","batch creators needing consistent color/audio across many videos"],"limitations":["Automatic color correction is generic and may not match creative intent (e.g., intentional color grading for mood)","No advanced color grading tools (curves, LUTs, HSL adjustments) — limited to basic exposure/saturation","Audio normalization may over-compress dynamic content (e.g., music with wide dynamic range)","No support for multi-track audio mixing or spatial audio","Noise reduction may introduce artifacts or reduce clarity on already-clean audio"],"requires":["Video with audio track","Internet connection for cloud-based processing"],"input_types":["video (MP4, MOV, WebM with audio)"],"output_types":["video with corrected color and normalized audio"],"categories":["image-visual","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Video file in MP4, MOV, or WebM format","Minimum 720p resolution for acceptable output quality","Internet connection for cloud-based processing","Video with clear, audible dialogue (minimum SNR of 20dB recommended)","Internet connection for cloud ASR processing","Video duration under 60 minutes (typical free tier limit)","Video file with clear audio and visual content","Minimum 1-minute duration for meaningful analysis","Internet connection for cloud-based analysis","Modern web browser (Chrome, Firefox, Safari, Edge) or lightweight desktop app"],"failure_modes":["Intelligent focal-point detection may fail on videos with distributed subjects (e.g., group scenes), defaulting to center-crop","No manual override for crop positioning on free tier — locked to automatic detection","Watermark placement on free tier may obscure content in narrow aspect ratios (9:16)","Limited to preset platform formats; custom aspect ratios not supported","ASR accuracy degrades significantly with background noise, accents, or technical jargon (typical 85-92% accuracy vs 98%+ for professional transcription)","No speaker identification or multi-speaker distinction — all captions treated as single track","Automatic styling may not match brand guidelines; limited customization on free tier","No support for non-English languages on free tier (paid tier may support multiple languages)","Timing accuracy depends on audio quality; poor audio can cause caption drift of 0.5-2 seconds","Suggestions are generic and rule-based (e.g., 'cut shots over 5 seconds') rather than context-aware — fails to understand narrative intent or artistic style","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:31.858Z","last_scraped_at":"2026-04-05T13:23:42.560Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=minvo","compare_url":"https://unfragile.ai/compare?artifact=minvo"}},"signature":"Ef5TEW58l79CJawLq19srH93pwzfEEuqBNRX6K+5FSZtiX1Vm97OUDM/U4vgq8o/cwyZ1Sv5tvAt2hOHlyDhBA==","signedAt":"2026-06-20T23:51:24.206Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/minvo","artifact":"https://unfragile.ai/minvo","verify":"https://unfragile.ai/api/v1/verify?slug=minvo","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}