{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"descript","slug":"descript","name":"Descript","type":"product","url":"https://descript.com","page_url":"https://unfragile.ai/descript","categories":["video-generation"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":"$24/mo"},"status":"active","verified":false},"capabilities":[{"id":"descript__cap_0","uri":"capability://data.processing.analysis.speech.to.text.transcription.with.speaker.diarization","name":"speech-to-text transcription with speaker diarization","description":"Converts uploaded video or audio files into editable text transcripts using multi-language speech recognition. The system detects and labels up to 8+ distinct speakers automatically, supporting 25 languages. Transcription output is synchronized with video timeline, enabling text-based editing that maps back to media segments. Processing occurs server-side in the cloud with latency described as 'in moments' (specific SLA unknown).","intents":["I want to convert my podcast episode into a searchable, editable transcript without manual transcription","I need to identify who said what in a multi-speaker recording (podcast guest, interview, meeting)","I want to edit video content by modifying the transcript text rather than using a timeline interface","I need transcripts in multiple languages for international content distribution"],"best_for":["podcasters and audio content creators working solo or in small teams","non-technical video creators who prefer document-based editing over timeline UIs","accessibility-focused creators needing accurate captions and transcripts","multilingual content teams distributing to 25+ language markets"],"limitations":["Transcription accuracy not disclosed; no SLA or error rate metrics provided","Speaker diarization limited to 8+ speakers; behavior with more speakers unknown","Multitrack audio support (separate speaker tracks) only available on Business tier+","No manual correction workflow documented; unclear if users can edit and re-sync transcripts","Latency for large files (1+ hour) unknown; processing may queue during peak usage"],"requires":["Video or audio file in supported format (specific formats not documented)","Internet connection for cloud-based processing","Free tier: 1 media hour/month quota; Hobbyist+: 10+ hours/month"],"input_types":["video files (format unknown)","audio files (format unknown)","screen recordings (via built-in recorder)","live guest recordings (for podcast collaboration)"],"output_types":["text transcript with speaker labels","synchronized transcript-to-video mapping","exportable text file (format unknown)","caption/subtitle data (SRT, VTT unknown)"],"categories":["data-processing-analysis","accessibility"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"descript__cap_1","uri":"capability://image.visual.text.driven.video.regeneration.with.media.synchronization","name":"text-driven video regeneration with media synchronization","description":"Core editing engine that maps text transcript edits back to video/audio output. When a user deletes, modifies, or reorders text in the transcript, the system automatically re-renders the corresponding video segments, removing or adjusting audio/video timing to match. This requires frame-accurate synchronization between transcript tokens and media segments, likely using alignment metadata generated during transcription. Regeneration consumes AI credits and processes asynchronously (latency unknown).","intents":["I want to remove filler words ('um', 'uh', 'like') from my video by deleting them from the transcript","I need to reorder sentences in my video without re-recording or using a timeline editor","I want to trim dead air or long pauses by editing the transcript text","I need to fix a misspoken phrase by editing the transcript and having the video update automatically"],"best_for":["solo creators editing their own recorded content (podcasts, YouTube videos, TikToks)","non-technical marketers creating training videos or product demos","content teams needing fast turnaround on video edits without timeline expertise"],"limitations":["Regeneration accuracy depends on transcription quality; errors in transcript propagate to video","No manual timeline override; users cannot fine-tune frame-level edits","Regeneration latency unknown; likely queued during peak usage, blocking export","Cannot regenerate video with complex multi-track audio (audio mixing not supported)","Regeneration consumes AI credits; cost per operation unknown, creating unpredictable usage patterns","No preview of regenerated output before committing; users must export to verify edits"],"requires":["Completed transcription (from speech-to-text capability)","AI credits available (consumption rate per edit unknown)","Video/audio file in supported format","Internet connection for cloud processing"],"input_types":["edited transcript text","deletion/insertion/reordering operations on transcript","optional: new text for voice regeneration (see voice-cloning capability)"],"output_types":["re-rendered video file with adjusted timing","re-rendered audio file with adjusted timing","updated transcript-to-media synchronization metadata"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"descript__cap_10","uri":"capability://image.visual.quick.design.and.automated.video.formatting.with.scene.composition","name":"quick design and automated video formatting with scene composition","description":"One-click automation that applies professional formatting, scene composition, and layout to existing video. System analyzes video content, automatically inserts B-roll, applies transitions, adjusts pacing, and applies consistent styling (fonts, colors, animations). Quick Design generates multiple formatted variations that users can choose from. Processing consumes AI credits and generates new video variants without modifying original.","intents":["I have a raw talking-head video and want to make it look professionally produced without manual editing","I want to create multiple formatted versions of the same video for different platforms (YouTube, TikTok, LinkedIn)","I need to apply consistent branding and styling across multiple videos quickly"],"best_for":["solo creators and small teams wanting professional-looking videos without design skills","content creators repurposing videos across multiple platforms","anyone wanting to speed up post-production without hiring editors"],"limitations":["Customization depth unknown; unclear if users can override automatic choices","Scene composition logic unknown; unclear how system decides where to insert B-roll or transitions","Pacing adjustments may not match user intent; no control over speed or rhythm","Styling options limited to predefined templates; unclear if custom branding is supported","Multiple variations generated; unclear how many or how users choose between them","Consumes AI credits; cost per operation unknown","No preview before applying; users must review generated variations","Cannot selectively apply formatting to specific segments","Availability on lower tiers unknown; likely Creator tier+ only"],"requires":["Existing video file","AI credits available for formatting","Creator tier+ (availability on lower tiers unknown)"],"input_types":["video file (talking-head or mixed content)","optional: branding preferences (colors, fonts, style)"],"output_types":["multiple formatted video variations","video with inserted B-roll and transitions","video with applied styling and animations","platform-specific versions (aspect ratio, duration unknown)"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"descript__cap_11","uri":"capability://planning.reasoning.underlord.ai.co.editor.with.natural.language.instruction.interpretation","name":"underlord ai co-editor with natural language instruction interpretation","description":"Agentic AI system that interprets natural language editing instructions and applies corresponding video edits automatically. Users describe desired edits in plain English (e.g., 'remove the pause after the first sentence', 'make the intro 5 seconds shorter', 'add B-roll to the second paragraph'), and Underlord parses instructions, identifies relevant video segments, and applies edits. Underlord has limited access on Free tier and full access on Creator tier+. Operates asynchronously and consumes AI credits.","intents":["I want to edit my video by describing changes in natural language instead of using UI controls","I need to make multiple edits quickly without learning the editing interface","I want an AI assistant to suggest edits based on my content and apply them automatically"],"best_for":["non-technical creators uncomfortable with editing interfaces","anyone wanting to edit via natural language rather than UI","creators wanting AI-assisted editing suggestions and automated application"],"limitations":["Instruction interpretation accuracy unknown; unclear how Underlord handles ambiguous or complex instructions","Limited on Free tier; specific limitations unknown (e.g., number of edits per month, instruction complexity)","Full access on Creator tier+ only; not available on Hobbyist tier","Consumes AI credits; cost per instruction unknown","No preview before applying edits; users must export to verify results","Cannot handle complex multi-step edits; unclear if Underlord can chain multiple operations","Editing scope limited to text-based operations (transcript edits); unclear if Underlord can apply styling, effects, or other advanced edits","Latency unknown; may queue during peak usage"],"requires":["Video with completed transcription","Natural language instruction describing desired edit","AI credits available for edit application","Creator tier+ for full access (Free tier: limited access)"],"input_types":["natural language instruction (text)","video file with transcript"],"output_types":["edited video with applied changes","confirmation of edits applied (format unknown)"],"categories":["planning-reasoning","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"descript__cap_12","uri":"capability://automation.workflow.media.hour.quota.management.and.consumption.tracking","name":"media hour quota management and consumption tracking","description":"System tracks media consumption (video/audio duration uploaded and processed) against monthly per-user quotas. Free tier: 1 hour/month; Hobbyist: 10 hours/month; Creator: 30 hours/month; Business: 40 hours/month. Quotas reset monthly. When quota is exceeded, users must upgrade tier or purchase top-up minutes (pricing unknown). Consumption is tracked per user and per project. Dashboard displays remaining quota and usage breakdown.","intents":["I want to understand how much of my monthly media quota I've used","I need to know if I'll exceed my quota before uploading a large file","I want to purchase additional media minutes when I exceed my monthly quota"],"best_for":["creators with predictable monthly usage who can plan around quotas","teams managing multiple users and needing to track aggregate usage","anyone wanting transparency on consumption and costs"],"limitations":["Quota is hard limit; no grace period or overage allowance","Top-up pricing unknown; unclear how much additional minutes cost","Quota resets monthly; no rollover of unused minutes","Consumption tracking granularity unknown; unclear if tracked per upload or per operation","No usage alerts or warnings before quota is exceeded","Quota applies per user, not per team; teams with 5+ users may need multiple subscriptions","No way to pause or temporarily reduce quota","Quota includes all media processing (transcription, regeneration, etc.); unclear if some operations consume more quota than others"],"requires":["Active Descript subscription (Free tier+)","Internet connection to access dashboard","Account with usage tracking enabled"],"input_types":["none (passive tracking)"],"output_types":["quota usage dashboard","remaining quota display","usage breakdown by project or operation (format unknown)","top-up purchase interface"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"descript__cap_13","uri":"capability://automation.workflow.ai.credit.system.for.feature.consumption.with.opaque.pricing","name":"ai credit system for feature consumption with opaque pricing","description":"Consumption-based credit system where different AI features (voice cloning, B-roll generation, eye contact correction, etc.) consume different amounts of credits. Monthly credit allowances: Free: 100 credits; Hobbyist: 400 credits; Creator: 800 credits; Business: 1500 credits. Credits reset monthly. When credits are depleted, users must upgrade tier or purchase top-up credits (pricing unknown). Consumption rates per operation are not documented, creating unpredictable usage patterns.","intents":["I want to understand how many AI features I can use before running out of credits","I need to know the cost of using voice cloning or B-roll generation","I want to purchase additional credits when I run out"],"best_for":["creators with predictable feature usage who can plan around credit limits","anyone wanting to understand AI feature costs before using them"],"limitations":["Consumption rates per operation not documented; users cannot predict credit usage","Different features consume different amounts (e.g., voice cloning vs. B-roll generation); no pricing transparency","Credits are hard limit; no grace period or overage allowance","Top-up pricing unknown; unclear how much additional credits cost","Credits reset monthly; no rollover of unused credits","No usage alerts or warnings before credits are depleted","No way to see which operations consumed how many credits (no itemized breakdown)","Consumption may vary based on video length, complexity, or other factors (unknown)","No way to pause or temporarily reduce credit consumption"],"requires":["Active Descript subscription (Free tier+)","Internet connection to access dashboard","Account with credit tracking enabled"],"input_types":["none (passive tracking)"],"output_types":["credit usage dashboard","remaining credits display","top-up purchase interface","no itemized breakdown of consumption per operation"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"descript__cap_14","uri":"capability://automation.workflow.team.collaboration.with.shared.projects.and.real.time.editing","name":"team collaboration with shared projects and real-time editing","description":"Enables multiple users to work on the same project simultaneously. Users can share projects, assign roles (editor, viewer, commenter unknown), and see real-time changes. Collaboration is limited by tier: Creator tier supports 3 users; Business tier supports 5 users; Enterprise supports unlimited users. Shared projects have shared media hour and AI credit quotas (quota sharing model unknown). Real-time synchronization and conflict resolution mechanisms unknown.","intents":["I want to collaborate with my team on video editing without managing multiple file versions","I need to assign editing tasks to team members and track their progress","I want to get feedback from team members in real-time while editing"],"best_for":["small content teams (2-5 people) creating videos together","distributed teams needing asynchronous collaboration","anyone wanting to avoid file versioning and manual syncing"],"limitations":["User limit per project: 3 (Creator), 5 (Business), unlimited (Enterprise)","Role-based access control not documented; unclear if users can be editors, viewers, or commenters","Quota sharing model unknown; unclear if shared projects have separate quotas or share team quotas","Real-time synchronization latency unknown; may have delays or conflicts","Conflict resolution mechanism unknown; unclear how simultaneous edits are handled","No mention of version history or rollback; unclear if users can revert to previous versions","No mention of commenting or annotation features","Collaboration limited to Descript projects; cannot collaborate with external tools (Premiere, DaVinci)"],"requires":["Creator tier+ for collaboration (Free and Hobbyist tiers: single-user only)","Team members with Descript accounts","Shared project link or invitation","Internet connection for real-time synchronization"],"input_types":["project invitation or share link","user roles and permissions (format unknown)"],"output_types":["shared project with real-time updates","user activity log (format unknown)","collaboration notifications (format unknown)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"descript__cap_15","uri":"capability://image.visual.screen.recording.and.built.in.capture.with.automatic.transcription","name":"screen recording and built-in capture with automatic transcription","description":"Built-in screen recording tool that captures screen, audio, and optional webcam video. Recordings are automatically transcribed and imported into Descript project for editing. Users can record tutorials, presentations, or demos without external recording software. Recordings are stored in project and consume media hour quota. Screen recording quality and resolution unknown.","intents":["I want to record a tutorial or presentation and immediately edit it in Descript without exporting from another tool","I need to capture my screen with audio and have it automatically transcribed","I want to record a video call or meeting and have it transcribed for easy editing"],"best_for":["educators and trainers creating tutorial videos","presenters recording presentations or demos","anyone wanting to streamline recording and editing workflow"],"limitations":["Screen recording quality and resolution unknown; unclear if 1080p, 4K, or higher is supported","Frame rate unknown; unclear if 30fps, 60fps, or higher is supported","Audio quality unknown; unclear if multi-track audio (system audio + microphone) is supported","Webcam video quality and positioning unknown; unclear if customizable","Recording duration limit unknown; unclear if there's a maximum recording length","Recordings consume media hour quota; unclear if full duration is counted or only edited portions","No mention of pause/resume during recording; unclear if users can pause and resume","No mention of editing during recording; unclear if users can mark sections for editing"],"requires":["Descript app installed (web or desktop)","Microphone and speakers for audio capture","Optional: webcam for video capture","Free tier+ (screen recording availability on all tiers unknown)"],"input_types":["screen content","audio input (microphone and/or system audio)","optional: webcam video"],"output_types":["video file with screen recording","transcript of audio","project with recording imported and ready for editing"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"descript__cap_2","uri":"capability://image.visual.automatic.filler.word.removal","name":"automatic filler word removal","description":"Detects and removes common filler words ('um', 'uh', 'like', 'you know', 'basically', etc.) from video/audio by identifying them in the transcript and triggering automatic regeneration. The system likely uses a predefined filler word dictionary and removes matching tokens from the transcript, then re-renders video to remove the corresponding audio segments. No user control over which fillers to remove; fully automated with no preview.","intents":["I want to clean up my podcast/video by removing verbal tics without re-recording","I need to make my presentation video sound more polished and professional","I want to reduce video length by eliminating filler words that don't add value"],"best_for":["podcasters and YouTubers editing raw recordings","presenters and educators creating training content","anyone uncomfortable with timeline editing who wants a one-click cleanup"],"limitations":["No user control over which fillers to remove; all matching words deleted automatically","Filler word dictionary is fixed and unknown; may miss regional variations or context-specific fillers","Cannot distinguish intentional use of 'like' (emphasis) from filler use; may over-remove","Regeneration latency unknown; may queue during peak usage","No preview before applying; users must export to verify results","May create awkward pauses if fillers were used for natural pacing"],"requires":["Completed transcription with accurate filler word detection","AI credits available for regeneration","Video/audio file in supported format"],"input_types":["transcript text containing filler words"],"output_types":["video/audio with filler words removed","updated transcript without filler words","adjusted timing/duration"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"descript__cap_3","uri":"capability://image.visual.eye.contact.correction.with.face.detection.and.gaze.synthesis","name":"eye contact correction with face detection and gaze synthesis","description":"Analyzes video frames to detect faces and eye gaze direction, then synthesizes corrected eye contact by adjusting gaze to face the camera. Uses computer vision for face detection and likely generative AI (unknown model) to synthesize eye movement and pupil position. Operates on video segments where faces are detected; fails silently on frames without detectable faces. Correction is applied during video regeneration and consumes AI credits.","intents":["I recorded a video looking at my script/notes instead of the camera; I want to fix eye contact without re-recording","I want to make my talking-head video look more professional and engaging","I need to correct eye contact in multiple takes and pick the best one"],"best_for":["solo creators recording talking-head content (YouTube, LinkedIn, sales videos)","non-technical presenters who don't have access to teleprompters","anyone who recorded content looking at notes/script instead of camera"],"limitations":["Fails on glasses, sunglasses, or heavy eye makeup (face detection may not work)","Fails on extreme camera angles (>45 degrees from center) or side profiles","Fails on multiple faces in frame; unclear which face to correct or if all are corrected","Fails on poor lighting or shadows obscuring eyes","Correction quality unknown; may produce unnatural or uncanny eye movement","No preview before applying; users must export to verify results","Consumes AI credits; cost per operation unknown","Cannot selectively apply to specific frames or segments; all-or-nothing per video"],"requires":["Video with visible face(s) and detectable eyes","Adequate lighting for face detection","AI credits available for correction","Creator tier+ (eye contact correction availability on lower tiers unknown)"],"input_types":["video file with talking-head content"],"output_types":["video with corrected eye gaze","synthesized eye movement and pupil position"],"categories":["image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"descript__cap_4","uri":"capability://image.visual.studio.sound.audio.enhancement.with.noise.reduction.and.voice.optimization","name":"studio sound audio enhancement with noise reduction and voice optimization","description":"Applies AI-powered audio processing to reduce background noise, enhance voice clarity, and improve overall audio quality without requiring professional microphones or soundproofing. Uses 'regenerative AI' (specific model unknown) to analyze audio spectrograms, identify noise patterns, and synthesize clean voice audio. Processing is non-destructive and applied during video regeneration. Consumes AI credits and operates on entire audio tracks (no selective application).","intents":["I recorded my podcast in a noisy room and want to clean up the audio without re-recording","I want my home-recorded video to sound like it was recorded in a professional studio","I need to reduce background noise (traffic, AC, keyboard typing) from my recording"],"best_for":["solo podcasters and YouTubers recording in non-ideal environments","remote workers creating training videos or presentations","anyone without access to professional audio equipment or soundproofing"],"limitations":["Audio enhancement model and architecture unknown; no transparency on processing approach","Cannot selectively enhance specific audio tracks (e.g., voice vs. background music)","Fails on extremely noisy recordings (SNR <5dB); behavior on edge cases unknown","May introduce artifacts or unnatural voice processing if noise is severe","No preview before applying; users must export to verify results","Consumes AI credits; cost per operation unknown","No manual control over enhancement intensity (all-or-nothing)","Cannot preserve intentional background sounds (e.g., ambient music, sound effects)"],"requires":["Audio track in video or audio file","AI credits available for enhancement","Hobbyist tier+ (availability on Free tier unknown)"],"input_types":["audio track from video file","standalone audio file"],"output_types":["noise-reduced audio","voice-enhanced audio with improved clarity","processed video with updated audio track"],"categories":["image-visual","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"descript__cap_5","uri":"capability://image.visual.voice.cloning.and.speech.synthesis.with.mouth.movement.regeneration","name":"voice cloning and speech synthesis with mouth movement regeneration","description":"Records a sample of a user's voice, creates a digital voice clone, and regenerates video/audio with the cloned voice speaking new text. The system uses speaker embedding and voice conversion techniques to match the original voice characteristics, then synthesizes mouth movements to match the new speech using video generation (model unknown). Cloned voices are stored in Descript and cannot be exported. Regeneration consumes AI credits and processes asynchronously.","intents":["I want to re-record a sentence in my video without re-shooting; I'll provide new text and my voice will be cloned","I need to fix a misspoken phrase by regenerating just that segment with corrected text","I want to create multiple takes of the same video with different scripts using my voice","I need to dub my video into another language while keeping my voice characteristics"],"best_for":["solo creators fixing mistakes without re-recording","content creators iterating on scripts and needing multiple takes quickly","non-native speakers wanting to dub content while maintaining voice identity","anyone uncomfortable with re-recording or lacking access to original recording setup"],"limitations":["Voice cloning quality depends on sample quality and length; minimum sample duration unknown","Fails on accents, emotional range, singing, or whispered speech; behavior on edge cases unknown","Cloned voice cannot be exported or used outside Descript; vendor lock-in","Mouth movement synthesis may be unnatural or uncanny; quality unknown","Regeneration latency unknown; may queue during peak usage","Consumes AI credits; cost per operation unknown, creating unpredictable usage","No preview before applying; users must export to verify results","Limited to Hobbyist tier+; Free tier has trial access only","Cannot clone voices of other people (ethical/legal restriction, not documented)"],"requires":["Voice sample from user (duration and quality requirements unknown)","AI credits available for regeneration","Hobbyist tier+ (Free tier: limited trial only)","Text input for new speech to synthesize"],"input_types":["voice sample (audio file or recording)","text script for new speech","video segment to regenerate (optional; can generate audio-only)"],"output_types":["cloned voice audio","video with synthesized mouth movements matching new speech","stored voice clone (proprietary format, not exportable)"],"categories":["image-visual","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"descript__cap_6","uri":"capability://image.visual.ai.powered.b.roll.generation.with.style.customization","name":"ai-powered b-roll generation with style customization","description":"Generates video clips (B-roll) that match content context or user-provided prompts using generative video models (specific model unknown; claims 'latest AI models'). Users can select from predefined styles or provide custom prompts describing desired B-roll. Generated clips are inserted into the timeline to supplement talking-head footage. Generation consumes AI credits and processes asynchronously. Generated clips are stored in project and can be customized (trim, speed, effects unknown).","intents":["I have a talking-head video and want to add relevant B-roll automatically without searching stock footage","I want to illustrate my script with generated video clips that match specific scenes or concepts","I need to create a visually interesting video without access to stock footage libraries or filming equipment"],"best_for":["solo creators and small teams creating educational or marketing videos","non-technical creators who don't know how to search/select stock footage","anyone wanting to speed up video production without manual B-roll sourcing"],"limitations":["B-roll generation model unknown; quality, consistency, and realism not documented","Style customization depth unknown; unclear if users can specify camera movement, lighting, color, etc.","Generation latency unknown; likely queued during peak usage","Consumes AI credits; cost per clip unknown, creating unpredictable usage","Generated clips may have copyright/licensing issues (unclear if Descript owns generated content)","No preview before generation; users must generate and review in timeline","Cannot selectively regenerate specific clips; must regenerate entire video","Quality may be inconsistent across clips or with talking-head footage","Limited to Creator tier+ (availability on lower tiers unknown)"],"requires":["Video transcript or content context for B-roll matching","AI credits available for generation","Creator tier+ (B-roll generation availability on lower tiers unknown)","Optional: custom prompts describing desired B-roll style"],"input_types":["transcript text or content context","optional: custom text prompts describing B-roll","optional: style selection from predefined gallery"],"output_types":["generated video clips (format unknown)","clips inserted into timeline at relevant positions","clips stored in project library for reuse"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"descript__cap_7","uri":"capability://image.visual.dynamic.caption.and.subtitle.generation.with.styling.and.animation","name":"dynamic caption and subtitle generation with styling and animation","description":"Automatically generates captions/subtitles from transcript and applies dynamic styling, animations, and branding. Captions are synchronized to video timeline and can be customized with fonts, colors, animations, and positioning. System supports multiple caption styles (burned-in, overlay, separate track) and export formats (SRT, VTT unknown). Captions are accessibility-focused and can be toggled on/off in exported video.","intents":["I want to add captions to my video for accessibility and engagement without manually timing them","I need to brand my captions with custom fonts and colors matching my channel aesthetic","I want animated captions that draw attention to key phrases or speaker changes","I need to export captions in a standard format (SRT, VTT) for use in other platforms"],"best_for":["content creators prioritizing accessibility (deaf/hard-of-hearing audiences)","social media creators (TikTok, Instagram Reels) where captions increase engagement","educational creators and trainers needing clear, readable captions","creators wanting to repurpose content across platforms with consistent branding"],"limitations":["Caption accuracy depends on transcription quality; errors in transcript appear in captions","Animation options and customization depth unknown; unclear if users can create custom animations","Styling limited to predefined templates or basic customization (fonts, colors unknown)","No manual caption editing workflow documented; unclear if users can adjust timing or text","Export formats unknown; unclear if SRT, VTT, or other formats are supported","Burned-in captions cannot be removed after export; separate caption tracks may not be available on all tiers","Positioning and sizing may not be customizable for different aspect ratios (16:9, 9:16, 1:1)"],"requires":["Completed transcription with accurate text","Video file in supported format","Free tier+ (caption generation availability on all tiers unknown)"],"input_types":["transcript text","video file","optional: caption styling preferences (fonts, colors, animations)"],"output_types":["SRT or VTT caption files (format unknown)","video with burned-in captions","video with separate caption track (if supported)","styled and animated captions in exported video"],"categories":["image-visual","accessibility"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"descript__cap_8","uri":"capability://text.generation.language.multilingual.translation.and.dubbing.with.human.proofreading","name":"multilingual translation and dubbing with human proofreading","description":"Translates video content into 30+ languages and generates dubbed audio in target language while maintaining speaker voice characteristics. System uses machine translation (model unknown) to translate transcript, then synthesizes speech in target language with mouth movement regeneration. Translations are marked as 'proofread' (implies human review, but process unknown). Dubbing consumes AI credits and processes asynchronously. Available on Business tier+ only.","intents":["I want to distribute my video to international audiences without re-recording in multiple languages","I need to translate my training video into 5+ languages for a global team","I want to maintain my voice characteristics while dubbing into other languages"],"best_for":["creators with global audiences (education, marketing, entertainment)","enterprises distributing training content to multilingual teams","anyone wanting to expand reach without hiring translators or voice actors"],"limitations":["Translation quality depends on machine translation model; no accuracy metrics provided","Proofreading process unknown; unclear if human review is mandatory or optional, and who performs it","Dubbing quality depends on target language speech synthesis; some languages may have lower quality","Mouth movement regeneration may be less accurate in some languages (different phoneme sets)","Consumes AI credits; cost per language unknown, creating unpredictable usage","No preview before dubbing; users must export to verify results","Limited to 30+ languages; specific language list unknown","Cannot selectively translate specific segments; entire video translated","Business tier+ only; not available on lower tiers"],"requires":["Completed transcription in source language","AI credits available for translation and dubbing","Business tier+ ($50/mo minimum)","Target language selection from supported list (30+ languages)"],"input_types":["transcript text in source language","video file","target language selection"],"output_types":["translated transcript in target language","dubbed video with target language audio","synthesized mouth movements matching target language speech","proofread translation (human review status unknown)"],"categories":["text-generation-language","image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"descript__cap_9","uri":"capability://image.visual.avatar.based.video.generation.from.text.or.custom.photos","name":"avatar-based video generation from text or custom photos","description":"Generates talking-head videos with AI avatars speaking provided text. Users can select from a gallery of predefined avatars (Creator tier+) or create custom avatars from their own photos (Business tier+). System synthesizes speech in avatar's voice and generates lip-sync mouth movements. Generated videos can be customized with backgrounds, clothing, and gestures (customization depth unknown). Avatar videos are stored in project and can be edited like regular video.","intents":["I want to create a video without being on camera; I'll use an AI avatar to present my content","I need to create multiple video variations with different scripts using the same avatar","I want to create a custom avatar that looks like me for personal branding","I need to generate training videos quickly without filming or hiring actors"],"best_for":["creators uncomfortable on camera or lacking video equipment","enterprises creating training videos at scale","anyone wanting to create multiple video variations quickly","personal brands wanting custom avatars for consistency"],"limitations":["Avatar gallery size and diversity unknown; unclear if avatars represent diverse demographics","Custom avatar quality depends on photo quality and angle; requirements unknown","Avatar gestures and movements limited; unclear if users can customize body language","Avatar voice quality depends on underlying TTS model; accent and emotional range unknown","Lip-sync accuracy may be imperfect, especially in non-English languages","Avatar videos may look uncanny or artificial; realism not documented","Customization depth unknown; unclear if users can change clothing, background, lighting","Avatar videos cannot be edited with text-based editing (no transcript); must use timeline","Creator tier+: predefined avatars only; Business tier+: custom avatars from photos","Consumes AI credits for generation; cost unknown"],"requires":["Text script for avatar to speak","Avatar selection (predefined or custom photo)","AI credits available for generation","Creator tier+ (predefined avatars) or Business tier+ (custom avatars)","For custom avatars: photo of person (quality/angle requirements unknown)"],"input_types":["text script","avatar selection or custom photo","optional: background, clothing, gesture preferences"],"output_types":["video with talking avatar","synthesized speech in avatar's voice","lip-synced mouth movements","video stored in project for further editing"],"categories":["image-visual","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"descript__headline","uri":"capability://video.generation.ai.powered.video.and.podcast.editing.tool","name":"ai-powered video and podcast editing tool","description":"Descript is an AI-powered video and podcast editor that allows users to edit video by simply editing a text transcript, making video editing intuitive and accessible for creators of all levels.","intents":["best AI video editor","video editing tool for podcasters","AI tool for editing video transcripts","easy video editing software","all-in-one podcast editing solution"],"best_for":["content creators","podcasters","educators"],"limitations":["complex edits may be challenging","free tier has media hour limits"],"requires":["internet connection"],"input_types":["audio files","video files","text transcripts"],"output_types":["edited audio/video files","text transcripts","captions"],"categories":["video-generation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":54,"verified":false,"data_access_risk":"low","permissions":["Video or audio file in supported format (specific formats not documented)","Internet connection for cloud-based processing","Free tier: 1 media hour/month quota; Hobbyist+: 10+ hours/month","Completed transcription (from speech-to-text capability)","AI credits available (consumption rate per edit unknown)","Video/audio file in supported format","Internet connection for cloud processing","Existing video file","AI credits available for formatting","Creator tier+ (availability on lower tiers unknown)"],"failure_modes":["Transcription accuracy not disclosed; no SLA or error rate metrics provided","Speaker diarization limited to 8+ speakers; behavior with more speakers unknown","Multitrack audio support (separate speaker tracks) only available on Business tier+","No manual correction workflow documented; unclear if users can edit and re-sync transcripts","Latency for large files (1+ hour) unknown; processing may queue during peak usage","Regeneration accuracy depends on transcription quality; errors in transcript propagate to video","No manual timeline override; users cannot fine-tune frame-level edits","Regeneration latency unknown; likely queued during peak usage, blocking export","Cannot regenerate video with complex multi-track audio (audio mixing not supported)","Regeneration consumes AI credits; cost per operation unknown, creating unpredictable usage patterns","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.7,"quality":0.9,"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":"2026-05-24T12:16:21.548Z","last_scraped_at":null,"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=descript","compare_url":"https://unfragile.ai/compare?artifact=descript"}},"signature":"KREF3xeEV+MZRwhCf0Pqt2QKxP0Ip2x4ef+qJrD9K7id3cMJeGAvmwG5UrafFO+4Ujbb0oxdrBejd+Q+NL0ECg==","signedAt":"2026-06-21T04:35:36.709Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/descript","artifact":"https://unfragile.ai/descript","verify":"https://unfragile.ai/api/v1/verify?slug=descript","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"}}