{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_vertical-video-converter","slug":"vertical-video-converter","name":"Vertical Video Converter","type":"webapp","url":"https://verticalvideoconverter.com","page_url":"https://unfragile.ai/vertical-video-converter","categories":["video-generation"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_vertical-video-converter__cap_0","uri":"capability://image.visual.ai.driven.landscape.to.vertical.aspect.ratio.conversion.with.subject.aware.cropping","name":"ai-driven landscape-to-vertical aspect ratio conversion with subject-aware cropping","description":"Automatically reframes landscape video (e.g., 16:9) to vertical format (9:16) using computer vision to detect and track subjects/action within the frame, applying intelligent cropping that keeps the primary subject centered rather than naive pillarboxing. The system analyzes frame content across the video timeline to maintain temporal consistency during the crop operation, though the specific vision model architecture (CNN, transformer, optical flow) and training approach remain undocumented.","intents":["I need to quickly convert my landscape YouTube video to vertical format for TikTok without manually cropping in Premiere","I want the AI to automatically detect where the action is happening and crop intelligently so faces/subjects stay in frame","I need to batch-convert my library of landscape footage to 9:16 for Instagram Reels without losing important content"],"best_for":["Solo content creators producing short-form video for TikTok, Instagram Reels, YouTube Shorts","Small content teams with tight deadlines who need hands-off aspect ratio conversion","Creators without video editing software expertise who want to avoid learning complex tools"],"limitations":["No preview before processing — user cannot see the crop result before committing to conversion","AI framing decisions occasionally miss context, centering faces when wider shots would work better","No parameter tuning available — cannot adjust crop sensitivity, focus area priority, or subject detection confidence","Temporal consistency mechanism undocumented — frame-to-frame coherence during cropping is not explained","Free tier limited to 60 seconds per conversion; paid tier capped at 60 minutes per month total, creating hard ceiling for active creators","No batch processing — must upload files individually; cannot queue multiple conversions","Output specifications (codec, bitrate, container format) are not documented"],"requires":["Video file in landscape orientation (1920x1080p or similar)","File size ≤250MB (free tier) or ≤1GB (paid tier)","Video duration ≤60 seconds (free tier) or within monthly quota (paid tier)","Web browser with file upload capability","No signup required for single free conversion; email required for additional conversions"],"input_types":["video file (landscape orientation, format unspecified)"],"output_types":["video file (vertical 9:16 aspect ratio, format/codec unspecified)"],"categories":["image-visual","video-processing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_vertical-video-converter__cap_1","uri":"capability://image.visual.color.matched.blurred.background.fill.for.aspect.ratio.preservation","name":"color-matched blurred background fill for aspect ratio preservation","description":"Adds a blurred background to the sides of a landscape video when converting to vertical format, preserving the full original content without cropping. The system analyzes the source video's color palette and applies a blur filter to the extended background, maintaining visual coherence between the original content and the added fill area. This approach avoids information loss from cropping but increases file size and may distract from the primary subject.","intents":["I want to convert my landscape video to vertical without losing any content at the edges","I need the vertical video to look polished with a background that matches the original video's color scheme","I prefer to preserve the full frame composition rather than have the AI crop out important details"],"best_for":["Content creators who want to preserve full frame composition without information loss","Creators producing content where edge details (text, graphics, secondary subjects) are important","Users who prefer a more polished aesthetic with color-matched backgrounds over aggressive cropping"],"limitations":["Blurred background may distract from primary subject or look artificial depending on source content","Color matching algorithm not documented — may produce suboptimal results for videos with complex color gradients","Increases output file size compared to cropped version due to additional background pixels","No control over blur intensity, background color, or fill algorithm","Temporal consistency of blur effect across frames is undocumented"],"requires":["Video file in landscape orientation","File size ≤250MB (free tier) or ≤1GB (paid tier)","Video duration ≤60 seconds (free tier) or within monthly quota (paid tier)"],"input_types":["video file (landscape orientation)"],"output_types":["video file (vertical 9:16 aspect ratio with blurred background fill)"],"categories":["image-visual","video-processing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_vertical-video-converter__cap_2","uri":"capability://automation.workflow.freemium.web.based.video.conversion.with.quota.based.access.control","name":"freemium web-based video conversion with quota-based access control","description":"Implements a freemium SaaS model where users can perform one free 60-second conversion without signup, then must provide email and upgrade to paid tier for additional conversions. The system enforces quota limits at the application level: free tier allows unlimited single conversions but only one per user (tracked via browser/IP), while paid tier ($10/month) allocates 60 minutes of total processing time per month. Quota tracking and enforcement happen server-side after file upload and processing completion.","intents":["I want to test the tool with my own video before committing to a paid subscription","I need to understand the pricing model and what I get at each tier before deciding to upgrade","I want to convert multiple videos per month but don't want to pay enterprise pricing"],"best_for":["Casual content creators testing the tool with 1-2 videos per month","Small teams evaluating the tool before committing budget","Users who want to try before signup with minimal friction"],"limitations":["Free tier is effectively single-use (60 seconds) — not sufficient for production use","Paid tier quota (60 minutes/month = ~2 minutes per day) is insufficient for active content creators producing multiple videos weekly","Large gap between paid tier ($10/month for 60 min) and enterprise (custom pricing) — no mid-tier option for power users","Quota exhaustion creates hard ceiling; no overage pricing or burst capacity","Monthly quota resets may not align with creator workflows (e.g., batch production at month-end)","No API or programmatic access documented — cannot integrate into automated workflows or batch processing pipelines","Pricing for enterprise tier is opaque; requires sales contact with no self-serve option"],"requires":["Web browser with internet connection","Email address for paid tier signup","Payment method (credit card) for paid tier subscription","No API key or authentication token documented"],"input_types":["user interaction (file upload, tier selection)"],"output_types":["quota status, billing information, conversion result"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_vertical-video-converter__cap_3","uri":"capability://automation.workflow.server.side.video.processing.with.file.upload.and.download.workflow","name":"server-side video processing with file upload and download workflow","description":"Accepts video file uploads via web form (max 250MB free tier, 1GB paid tier), processes the file on remote servers using undocumented infrastructure, and returns a downloadable vertical video file. The system does not support real-time preview, batch processing, or API access — all interaction happens through the web UI. Processing latency, output codec, and bitrate are not documented, making it impossible to assess quality or performance characteristics.","intents":["I need to upload my landscape video and get back a vertical version without installing software","I want to process my video on a remote server so I don't need a powerful local machine","I need to download the converted video and use it in my editing workflow"],"best_for":["Users without powerful local machines or video editing software","Creators who prefer cloud-based tools over desktop applications","Teams working on shared projects who need centralized processing"],"limitations":["No real-time preview — user cannot see result before committing to conversion","No batch processing — must upload files individually; cannot queue multiple conversions","No API or programmatic access — cannot integrate into automated workflows or CI/CD pipelines","Processing latency undocumented — user does not know how long conversion will take","Output specifications (codec, bitrate, container format) are not documented","Data retention policy unknown — unclear if uploaded videos are deleted after processing or retained for analytics","No webhook or callback mechanism — user must manually check for completion and download result","File size limits (250MB free, 1GB paid) may be insufficient for high-resolution or long-duration videos"],"requires":["Web browser with file upload capability","Video file ≤250MB (free tier) or ≤1GB (paid tier)","Internet connection with sufficient bandwidth for upload","Storage space on local machine for downloaded result"],"input_types":["video file (landscape orientation, format unspecified)"],"output_types":["video file (vertical 9:16 aspect ratio, format/codec unspecified)"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_vertical-video-converter__cap_4","uri":"capability://image.visual.undocumented.subject.action.detection.and.tracking.for.frame.aware.cropping","name":"undocumented subject/action detection and tracking for frame-aware cropping","description":"Claims to detect and track 'action' and subjects within video frames to inform intelligent cropping decisions, keeping primary subjects centered during the landscape-to-vertical conversion. However, the specific detection mechanism (object detection model, saliency maps, optical flow, face detection) is proprietary and not disclosed. The system appears to analyze multiple frames to maintain temporal consistency, but the algorithm and confidence thresholds are unknown. Accuracy and failure modes are not documented.","intents":["I want the AI to automatically detect where the action is happening and crop to keep it in frame","I need the system to recognize faces and keep them centered during the conversion","I want the cropping to be consistent across the entire video without jarring jumps"],"best_for":["Content creators with videos featuring clear primary subjects (talking heads, performers, athletes)","Users who want hands-off cropping without manual adjustment","Creators who trust AI to make framing decisions without preview"],"limitations":["Detection mechanism is proprietary and undocumented — no way to understand or debug failures","AI framing decisions occasionally miss context, centering faces when wider shots would work better","No parameter tuning — cannot adjust detection sensitivity, confidence thresholds, or subject priority","Failure modes unknown — no documentation of what types of videos or scenes cause poor results","Temporal consistency mechanism undocumented — unclear how frame-to-frame coherence is maintained","No preview before processing — user cannot see detection results or adjust framing before committing","Accuracy metrics not published — no benchmarks or quality claims available","May struggle with complex scenes, multiple subjects, or dynamic composition changes"],"requires":["Video with clear subject or action (talking heads, performers, etc.)","Sufficient lighting and contrast for detection model to function","Video in landscape orientation with standard aspect ratio"],"input_types":["video file (landscape orientation)"],"output_types":["video file (vertical 9:16 aspect ratio with AI-determined crop)"],"categories":["image-visual","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_vertical-video-converter__cap_5","uri":"capability://automation.workflow.monthly.quota.based.rate.limiting.with.hard.ceiling.enforcement","name":"monthly quota-based rate limiting with hard ceiling enforcement","description":"Implements server-side quota tracking that allocates 60 minutes of video processing per month for paid tier users ($10/month), enforced at the application level after file upload and processing completion. Quota resets on a calendar month basis (specific reset time undocumented). Once monthly quota is exhausted, further conversions are blocked until the next month or user upgrades to enterprise tier. No overage pricing, burst capacity, or quota rollover is available.","intents":["I want to understand how much video I can process per month at the paid tier","I need to know when my quota resets so I can plan my conversions","I want to upgrade to enterprise if I exceed the monthly limit"],"best_for":["Casual content creators with predictable, low-volume conversion needs (1-2 videos/month)","Teams with monthly batch processing workflows that align with calendar months","Users who want simple, predictable pricing without per-file charges"],"limitations":["Hard ceiling at 60 minutes/month (~2 minutes per day) is insufficient for active content creators","No overage pricing — quota exhaustion blocks all conversions until next month","No burst capacity or temporary quota increase — cannot handle unexpected spikes in demand","Quota reset timing undocumented — unclear if reset happens at midnight UTC, user's local time, or account creation date","No quota rollover — unused quota expires at month-end; cannot accumulate for future use","No granular quota tracking visible to user — unclear how much quota remains until exhaustion","Large gap between paid tier (60 min/month) and enterprise (unlimited) — no mid-tier option","Monthly quota may not align with creator workflows (e.g., batch production at month-end, seasonal spikes)"],"requires":["Paid tier subscription ($10/month)","Email address for account tracking","Payment method (credit card) for subscription"],"input_types":["user interaction (file upload)"],"output_types":["quota status, conversion result or quota-exceeded error"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"high","permissions":["Video file in landscape orientation (1920x1080p or similar)","File size ≤250MB (free tier) or ≤1GB (paid tier)","Video duration ≤60 seconds (free tier) or within monthly quota (paid tier)","Web browser with file upload capability","No signup required for single free conversion; email required for additional conversions","Video file in landscape orientation","Web browser with internet connection","Email address for paid tier signup","Payment method (credit card) for paid tier subscription","No API key or authentication token documented"],"failure_modes":["No preview before processing — user cannot see the crop result before committing to conversion","AI framing decisions occasionally miss context, centering faces when wider shots would work better","No parameter tuning available — cannot adjust crop sensitivity, focus area priority, or subject detection confidence","Temporal consistency mechanism undocumented — frame-to-frame coherence during cropping is not explained","Free tier limited to 60 seconds per conversion; paid tier capped at 60 minutes per month total, creating hard ceiling for active creators","No batch processing — must upload files individually; cannot queue multiple conversions","Output specifications (codec, bitrate, container format) are not documented","Blurred background may distract from primary subject or look artificial depending on source content","Color matching algorithm not documented — may produce suboptimal results for videos with complex color gradients","Increases output file size compared to cropped version due to additional background pixels","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"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":"2026-05-24T12:16:34.117Z","last_scraped_at":"2026-04-05T13:23:42.551Z","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=vertical-video-converter","compare_url":"https://unfragile.ai/compare?artifact=vertical-video-converter"}},"signature":"s4jHT1PvxR0JWspmkRIlDGAfS6NF6O9hLbMlB2qQWvjdrAvJ3qPFy22+lc4AE02/UrcBi6KypBB7lj7oWr2KDA==","signedAt":"2026-06-22T08:09:00.771Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/vertical-video-converter","artifact":"https://unfragile.ai/vertical-video-converter","verify":"https://unfragile.ai/api/v1/verify?slug=vertical-video-converter","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"}}