# Vivu

> Vivu provides hosted video search for teams and AI agents, real-time on-device video detection and indexing for edge devices, and VLM optimization for object recognition and relationship understanding in robotics.

The hosted web app and remote MCP connector search indexed video projects and return candidate moments with source recordings and time ranges. On-device deployments cover contexts including phones, Raspberry Pi systems, and robots, with access scoped through the team and pilots. Robotics VLM optimization focuses on visual understanding quality. Hosted subscription plans do not establish pricing or access for device deployments or VLM engagements.

Last updated: 2026-10-12. The full reference below covers the company, products, solutions, MCP, skills, pricing, limits, and data handling. It is also available as an HTML page.

## Full product reference

- [Complete product reference in Markdown](https://vivu.ai/llms-full.txt): The comprehensive product and company reference, including source links and the website resource map.
- [Product reference for agents](https://vivu.ai/for-agents): HTML version of the same content.

## Product

- [Platform](https://vivu.ai/platform): Video Context Graph, hosted video context, on-device intelligence, and robotics visual understanding.
- [Solutions](https://vivu.ai/solutions): Team and industry use cases.
- [Robotics](https://vivu.ai/solutions/robotics): VLM object recognition and relationships, plus recorded-run search.
- [Marketing](https://vivu.ai/solutions/marketing): Finding and reusing footage.
- [Customer support](https://vivu.ai/solutions/support): Searching customer-sent video for visual evidence.
- [Pricing](https://vivu.ai/pricing): Current hosted Free and Premium plans and allowances.

## Integration and workflows

- [MCP server](https://vivu.ai/mcp): Remote endpoint, setup, authentication, and hosted workflows.
- [Connector reference](https://vivu.ai/docs): Projects, upload, indexing, search, results, limits, and errors.
- [Skills](https://vivu.ai/skills): Downloadable assistant workflows, categories, and dependencies.
- [Skill installation](https://vivu.ai/skills/install): Installing and using the workflow packages.
- [Application connector guide](https://app.vivu.ai/help/connectors): Product-side setup instructions.
- [MCP server in Markdown](https://vivu.ai/mcp.md): The MCP server page as plain Markdown.
- [Connector reference in Markdown](https://vivu.ai/docs.md): The connector reference as plain Markdown.

## Company and policies

- [About](https://vivu.ai/about): Company background and team experience.
- [Contact](https://vivu.ai/contact): Hosted product needs, on-device pilots, and VLM optimization inquiries.
- [Security](https://vivu.ai/security): Hosted data paths and access.
- [Privacy](https://vivu.ai/privacy): Current privacy policy.
- [Terms](https://vivu.ai/terms): Terms of use.

## Skills

Ready-made Agent Skills (a folder with a SKILL.md) that run a complete
workflow through the Vivu connector. Each one is a .zip that holds a single
folder named after the skill. In the Claude app, upload the .zip under
Customize → Skills (+, Create skill, Upload a skill); in Claude Code, unzip
it into ~/.claude/skills. The Vivu connector has to be added first. Install
steps: https://vivu.ai/skills/install

Each skill's page says where it runs, what it needs besides the Vivu
connector and when it stops to ask, and shows its full SKILL.md. Skills are
grouped by the kind of work they do.

<!-- BEGIN generated skills index -->

### Competitive intelligence

- [Competitor webinar battlecard](https://vivu.ai/skills/competitor-webinar-battlecard): Turn a competitor's YouTube demos and webinars into a Notion battlecard of settings screens, roadmap claims and checked prices, plus Linear feature gap issues.
  Download: https://vivu.ai/skills/competitor-webinar-battlecard.zip
- [YouTube competitor watch](https://vivu.ai/skills/youtube-competitor-watch): A Claude skill that sets up a recurring YouTube competitor watch: Claude picks the channels, Vivu indexes the videos, and confirmed findings go to Slack.
  Download: https://vivu.ai/skills/youtube-competitor-watch.zip

### Sales and marketing

- [Event sponsor delivery log](https://vivu.ai/skills/event-sponsor-delivery-log): After a conference, get one delivery log per sponsor from your stage recordings: when the host thanked them and when their name was up on the big screen.
  Download: https://vivu.ai/skills/event-sponsor-delivery-log.zip
- [Live shopping product index](https://vivu.ai/skills/live-shopping-product-index): Find where the host pitched each product in a live shopping replay, with the selling line and the price card read from frames, as a CSV for the editor.
  Download: https://vivu.ai/skills/live-shopping-product-index.zip
- [Opening take sheet from creator raw clips](https://vivu.ai/skills/creator-opening-take-sheet): Sort creator raw clips by how each take opens (problem, product or price) with Vivu, split repeated takes, and check in frames whether the product is in shot.
  Download: https://vivu.ai/skills/creator-opening-take-sheet.zip
- [Webinar Q&A answer sheet](https://vivu.ai/skills/webinar-qa-answer-sheet): Find where your webinars answered the questions sales hears most, or promised a follow up, and hand reps a sheet with times, excerpts and demo screens.
  Download: https://vivu.ai/skills/webinar-qa-answer-sheet.zip
- [Promo clip reuse check](https://vivu.ai/skills/promo-clip-reuse-check): Before reusing old product videos, find the prices, percent off, promo codes and sale dates shown or said in them, and get a sheet to decide what to cut.
  Download: https://vivu.ai/skills/promo-clip-reuse-check.zip
- [Demo moment library from sales demos](https://vivu.ai/skills/sales-demo-moment-library): Find where reps stay on each product page in recorded demos and explain it, check every moment against frames and the transcript, and build a training library.
  Download: https://vivu.ai/skills/sales-demo-moment-library.zip
- [Event recap selects sheet](https://vivu.ai/skills/event-recap-selects-sheet): Cut a client event's camera rushes by agenda, index them in Vivu, and get a selects sheet of name reads, audience questions, cutaways and screen titles.
  Download: https://vivu.ai/skills/event-recap-selects-sheet.zip
- [Pre-shoot reuse check against your shot list](https://vivu.ai/skills/shot-list-reuse-coverage): Before booking a product shoot, check each shot list row against the line's past footage with Vivu and get a coverage table of clips already on hand.
  Download: https://vivu.ai/skills/shot-list-reuse-coverage.zip
- [Re-cut source sheet from past spots](https://vivu.ai/skills/client-spot-recut-source-sheet): Find product shots, spoken claim lines and supers across a client's delivered spots and versions, check each on frames, and hand the editor a source sheet CSV.
  Download: https://vivu.ai/skills/client-spot-recut-source-sheet.zip
- [Personalized event recap emails](https://vivu.ai/skills/personalized-event-recap-emails): Turn event session recordings and an attendee list with interest tags into one Gmail draft per attendee, linking verified moments on the topics they chose.
  Download: https://vivu.ai/skills/personalized-event-recap-emails.zip

### Product and UX research

- [Onboarding flow teardown](https://vivu.ai/skills/onboarding-flow-teardown-table): Find the invite, empty state, checklist, import and upgrade screens in competitors' public tutorial videos and get a frame checked teardown table for designers.
  Download: https://vivu.ai/skills/onboarding-flow-teardown-table.zip
- [Release notes screenshots from sprint demos](https://vivu.ai/skills/release-notes-screenshot-sheet): For each ticket in a release, find where an engineer demos it in your sprint review recordings, grab a screenshot and their words, and flag tickets never shown.
  Download: https://vivu.ai/skills/release-notes-screenshot-sheet.zip
- [Feature ask evidence from customer calls](https://vivu.ai/skills/feature-ask-evidence-table): Find where customers ask for a feature or describe a workaround in recorded calls, check each moment, and build an evidence table with quotes and the page.
  Download: https://vivu.ai/skills/feature-ask-evidence-table.zip
- [Usability test recordings to issue tickets](https://vivu.ai/skills/usability-test-issue-tickets): Turn a round of usability test recordings into Linear issues with a clip each. Vivu finds where testers said they were confused or an error dialog appeared.
  Download: https://vivu.ai/skills/usability-test-issue-tickets.zip

### Operations and training

- [Incident timeline from a war room call](https://vivu.ai/skills/incident-war-room-timeline): Turn a recorded incident bridge call into a postmortem timeline: when each dashboard was shared, each rollback command ran and each decision was made.
  Download: https://vivu.ai/skills/incident-war-room-timeline.zip
- [Student FAQ answer sheet](https://vivu.ai/skills/lecture-faq-answer-sheet): Point each recurring student question to the lecture minute that explains it, with an excerpt checked against the transcript and the formula read off the slide.
  Download: https://vivu.ai/skills/lecture-faq-answer-sheet.zip
- [Stale guidance flag sheet](https://vivu.ai/skills/stale-guidance-flag-sheet): After a policy change, find where recorded training still says, shows or demos the old rule, check each moment on frames, and hand over a review sheet.
  Download: https://vivu.ai/skills/stale-guidance-flag-sheet.zip
- [Loom recordings to runbooks](https://vivu.ai/skills/loom-to-runbook): Turn a Loom or other screen recording into a runbook with a screenshot for every step. Vivu finds the clicks and dialogs; Claude checks each in the video.
  Download: https://vivu.ai/skills/loom-to-runbook.zip

### Finance and research

- [Demo day traction sheet](https://vivu.ai/skills/demo-day-traction-sheet): Turn a published demo day recording into a screening sheet: each startup's traction figures read from its slides, its spoken funding line, and links.
  Download: https://vivu.ai/skills/demo-day-traction-sheet.zip
- [Earnings commentary drift memo](https://vivu.ai/skills/earnings-commentary-drift-memo): Line up what a CEO said about one topic across eight quarterly results videos, with the figure shown on screen, in a checked drift table and memo.
  Download: https://vivu.ai/skills/earnings-commentary-drift-memo.zip

### Field work and inspections

- [Warranty serial sheet from install videos](https://vivu.ai/skills/install-warranty-serial-sheet): Read model and serial numbers off equipment nameplates in your technicians' install job videos with Vivu, and get a warranty registration sheet to check.
  Download: https://vivu.ai/skills/install-warranty-serial-sheet.zip
- [Inspection findings list from walk videos](https://vivu.ai/skills/inspection-findings-list): Turn narrated home inspection walk videos into a numbered findings list with Vivu: time, your words, room, and a frame of each spot, checked by transcript.
  Download: https://vivu.ai/skills/inspection-findings-list.zip
- [Site walk delay report](https://vivu.ai/skills/site-walk-delay-report): Check weekly site walk videos against the job schedule with Vivu, confirm each stage on frames, and get a delay list per subcontractor with NOT SEEN kept apart.
  Download: https://vivu.ai/skills/site-walk-delay-report.zip

### News and civic records

- [Press briefing fact-check sheet](https://vivu.ai/skills/press-briefing-fact-check-sheet): Turn an agency news conference video into a fact-check sheet: when each figure is said, the quote from the captions, and the slide read from a frame.
  Download: https://vivu.ai/skills/press-briefing-fact-check-sheet.zip

### Creators and personal video

- [Thumbnail frame candidates](https://vivu.ai/skills/thumbnail-frame-candidates): Find the frames for your next thumbnail in footage you shot: product held up to the lens, reaction close-ups, first reveal. Each checked, ranked, saved as PNG.
  Download: https://vivu.ai/skills/thumbnail-frame-candidates.zip
- [Wedding speech selects sheet](https://vivu.ai/skills/wedding-speech-selects-sheet): Find where each toast and vow moment an editor wants was said in a couple's wedding footage, with the words as spoken and what the frame shows, in one CSV.
  Download: https://vivu.ai/skills/wedding-speech-selects-sheet.zip
- [Showreel selects from archived projects](https://vivu.ai/skills/showreel-selects-sheet): Describe shots you remember from past projects; Vivu searches 720p proxies of your camera files and Claude checks every candidate in frames for a selects sheet.
  Download: https://vivu.ai/skills/showreel-selects-sheet.zip
- [Sponsor read proof sheet](https://vivu.ai/skills/sponsor-read-proof-sheet): When a brand deal wraps, get a proof sheet from your own videos: where each sponsor read sits, how long it ran, and when the code and link were on screen.
  Download: https://vivu.ai/skills/sponsor-read-proof-sheet.zip
- [Recipe card from cooking videos](https://vivu.ai/skills/recipe-card-step-frames): Turn your own cooking videos into a recipe card: amounts read from the on-screen captions, a photo for every step, a finished-dish shot and timestamped links.
  Download: https://vivu.ai/skills/recipe-card-step-frames.zip
- [Archival newsreel sourcing log](https://vivu.ai/skills/archival-newsreel-sourcing-log): Give Claude your downloaded newsreels and your script: Vivu finds the story for each beat, Claude reads each title card from the frame and logs time and rights.
  Download: https://vivu.ai/skills/archival-newsreel-sourcing-log.zip
- [Post-match reel selects from match day clips](https://vivu.ai/skills/post-match-reel-selects): Find the goal celebrations, full time handshakes and crowd shots in a club's match day clips with Vivu, check each on frames, and list them for the reel.
  Download: https://vivu.ai/skills/post-match-reel-selects.zip
- [Remembered podcast moments](https://vivu.ai/skills/podcast-remembered-moments-table): Describe moments you remember from your video podcast and get file, MM:SS and a checked frame for each: Vivu finds the topic, loudness and frames find the cue.
  Download: https://vivu.ai/skills/podcast-remembered-moments-table.zip
- [Shot pull list from your trip rushes](https://vivu.ai/skills/trip-rushes-shot-pull-list): Hand Claude your trip footage and your script: Vivu finds which of your own clips cover each beat, Claude checks every pick in frames and writes a pull list.
  Download: https://vivu.ai/skills/trip-rushes-shot-pull-list.zip
- [Stock clip catalog](https://vivu.ai/skills/stock-clip-catalog): Catalog stock, drone and render clips that have number-only names: Vivu describes each clip, two searches check aerial and time-lapse tags, you get a CSV.
  Download: https://vivu.ai/skills/stock-clip-catalog.zip
- [Stream VOD clip shortlist](https://vivu.ai/skills/stream-vod-clip-shortlist): Turn your own long stream recording into a list of clip moments with exact times: game banners checked frame by frame, stories checked against the captions.
  Download: https://vivu.ai/skills/stream-vod-clip-shortlist.zip
- [Tutorial back reference table](https://vivu.ai/skills/tutorial-back-reference-table): Find which past tutorial showed each panel or menu your new episode refers back to, and at what second, as a checked table with links for your description.
  Download: https://vivu.ai/skills/tutorial-back-reference-table.zip
- [Youth game highlight reel](https://vivu.ai/skills/youth-game-highlight-reel): Turn your own video of your kid's basketball game into a highlight reel: Vivu finds made basket candidates, Claude checks each one, and you pick your child.
  Download: https://vivu.ai/skills/youth-game-highlight-reel.zip

### ML and video data

- [Sidewalk situation shortlists](https://vivu.ai/skills/sidewalk-situation-shortlists): Sort sidewalk robot camera runs into candidate CSVs for scooters on the path, bins on the sidewalk and wet or snowy pavement, each labeled from its frames.
  Download: https://vivu.ai/skills/sidewalk-situation-shortlists.zip
- [Worksite situation shortlists](https://vivu.ai/skills/worksite-situation-shortlists): Sort tractor and loader camera runs into candidate CSVs for mud or standing water and for heaps of soil or manure, each candidate labeled from its own frames.
  Download: https://vivu.ai/skills/worksite-situation-shortlists.zip
- [Drone flight environment shortlists](https://vivu.ai/skills/drone-flight-environment-shortlists): Sort a batch of drone flight videos into review CSVs for water, trees or wires, building gaps and landing pads, each candidate labeled from contact sheets.
  Download: https://vivu.ai/skills/drone-flight-environment-shortlists.zip
- [Road test scenario shortlists](https://vivu.ai/skills/road-test-scenario-shortlists): Turn front camera road test videos into one review CSV per scenario, with every Vivu candidate labeled from its contact sheet before your reviewers decide.
  Download: https://vivu.ai/skills/road-test-scenario-shortlists.zip
- [Robot episode label spot-check](https://vivu.ai/skills/robot-episode-label-spot-check): Check each robot teleop episode against its task label with Vivu, confirm matches on the frames, and get a review CSV that sends doubtful episodes to a human.
  Download: https://vivu.ai/skills/robot-episode-label-spot-check.zip

<!-- END generated skills index -->

## Optional

- [Guide](https://vivu.ai/guide): Educational articles organized by topic; external-tool discussions do not imply Vivu offers those tools' features.
- [Press](https://vivu.ai/press): Coverage and company mentions, with original publication context.
- [Web application](https://app.vivu.ai/): Sign-in and hosted product access.
- [Guide feed](https://vivu.ai/rss.xml): New Guide pages, as RSS.

Guide pages, by topic:

<!-- BEGIN generated guide index -->

### [Finding things in an archive](https://vivu.ai/guide/topics/finding-in-archive)

- [Can you find the video for me?](https://vivu.ai/guide/can-you-find-the-video-for-me)
- [Can you identify a video from a screenshot?](https://vivu.ai/guide/can-you-identify-this-video-from-a-screenshot)
- [Can you search inside a video?](https://vivu.ai/guide/can-you-search-inside-a-video)
- [Did we ever store the high-res version of the brand video in the shared drive?](https://vivu.ai/guide/did-we-ever-store-the-high-res-version-of-the)
- [Where the final brand video is saved, and how to find it](https://vivu.ai/guide/does-anyone-know-where-the-final-brand-video-is)
- [How to search through hours of video footage quickly](https://vivu.ai/guide/how-can-i-quickly-search-through-hours-of-video)
- [How to find a specific moment in a long video](https://vivu.ai/guide/how-do-i-find-a-specific-moment-in-a-long-video)
- [How to find a video if you only remember a scene](https://vivu.ai/guide/how-do-i-find-a-video-if-i-only-remember-a-scene)
- [How do I organize video files for editing?](https://vivu.ai/guide/how-do-i-organize-video-files-for-editing)
- [How to search for words spoken in local MP4 files](https://vivu.ai/guide/how-do-i-search-for-words-spoken-in-local-mp4)
- [How to use a transcript to find good video clips](https://vivu.ai/guide/how-do-i-use-a-transcript-to-find-good-video)
- [How video agencies find specific shots across a client's footage](https://vivu.ai/guide/how-do-video-agencies-find-specific-shots-across)
- [How does AI search inside video footage?](https://vivu.ai/guide/how-does-ai-search-inside-video-footage)
- [How does multimodal video search work?](https://vivu.ai/guide/how-does-multimodal-video-search-work)
- [How much does AI video search cost?](https://vivu.ai/guide/how-much-does-ai-video-search-cost)
- [How much does it cost to transcribe and index 1,000 hours of video with cloud APIs?](https://vivu.ai/guide/how-much-does-it-cost-to-transcribe-and-index-1)
- [How much does speech-to-text transcription cost per hour?](https://vivu.ai/guide/how-much-does-speech-to-text-transcription-cost)
- [How much does video indexing cost?](https://vivu.ai/guide/how-much-does-video-indexing-cost)
- [How to brief an editor with clips from existing footage](https://vivu.ai/guide/how-to-brief-an-editor-with-clips-from-existing)
- [How to build a content idea backlog from past webinars](https://vivu.ai/guide/how-to-build-a-content-idea-backlog-from-past)
- [How to check if you already have footage before reshooting](https://vivu.ai/guide/how-to-check-if-we-already-have-footage-before)
- [How to find an old brand video we already made](https://vivu.ai/guide/how-to-find-an-old-brand-video-we-already-made)
- [How to find an old shot a client asks for](https://vivu.ai/guide/how-to-find-an-old-shot-a-client-asks-for)
- [How to find b-roll by describing the shot](https://vivu.ai/guide/how-to-find-b-roll-by-describing-the-shot)
- [How to find customer stories in webinar recordings](https://vivu.ai/guide/how-to-find-customer-stories-in-webinar)
- [How to find old marketing videos](https://vivu.ai/guide/how-to-find-old-marketing-videos)
- [How to find reusable clips in your YouTube back catalog](https://vivu.ai/guide/how-to-find-reusable-clips-in-my-youtube-back)
- [How to plan a compilation video from old uploads](https://vivu.ai/guide/how-to-plan-a-compilation-video-from-old-uploads)
- [How to plan content from past videos with Claude](https://vivu.ai/guide/how-to-plan-content-from-past-videos-with-claude)
- [How to pull product shots from client footage in Claude](https://vivu.ai/guide/how-to-pull-product-shots-from-client-footage-in)
- [How to pull selects from hours of client footage](https://vivu.ai/guide/how-to-pull-selects-from-hours-of-client-footage)
- [How to repurpose old video content](https://vivu.ai/guide/how-to-repurpose-old-video-content)
- [How to reuse a client's past footage in new campaigns](https://vivu.ai/guide/how-to-reuse-a-client-s-past-footage-in-new)
- [How to reuse footage we already have](https://vivu.ai/guide/how-to-reuse-footage-we-already-have)
- [How to track down an old corporate video](https://vivu.ai/guide/how-to-track-down-an-old-corporate-video)
- [Interactive fan videos: the formats, and what each one costs to make](https://vivu.ai/guide/interactive-fan-videos)
- [Is there a tool to search across all my offline video files by spoken words?](https://vivu.ai/guide/is-there-a-tool-to-search-across-all-my-offline)
- [Is there a tool to search video by text description?](https://vivu.ai/guide/is-there-a-tool-to-search-video-by-text)
- [Is there a tool to search video transcripts?](https://vivu.ai/guide/is-there-a-tool-to-search-video-transcripts)
- [How to search video by spoken words](https://vivu.ai/guide/search-video-by-spoken-words)
- [How to measure video content ROI](https://vivu.ai/guide/video-content-roi)
- [How to compare pricing for video indexing and search](https://vivu.ai/guide/video-indexing-and-search-pricing-comparison)
- [What APIs exist for video indexing and search?](https://vivu.ai/guide/what-apis-exist-for-video-indexing-and-search)
- [What licensing costs for video search software actually depend on](https://vivu.ai/guide/what-are-the-typical-licensing-costs-for-video)
- [What is the best free tool to transcribe video and search text?](https://vivu.ai/guide/what-is-the-best-free-tool-to-transcribe-video)
- [The best way to handle vector search for semantic matching in video transcripts](https://vivu.ai/guide/what-is-the-best-way-to-handle-vector-search-for)
- [What is the cheapest way to extract embeddings and timestamps from video files?](https://vivu.ai/guide/what-is-the-cheapest-way-to-extract-embeddings)
- [What is the cheapest way to generate embeddings from videos?](https://vivu.ai/guide/what-is-the-cheapest-way-to-generate-embeddings)
- [What movie is this line from?](https://vivu.ai/guide/what-movie-is-this-line-from)
- [Open-source models that can generate embeddings for video](https://vivu.ai/guide/what-open-source-models-can-generate-embeddings)
- [How to find what show a quote is from](https://vivu.ai/guide/what-show-is-this-quote-from)
- [What to look for in video search software for agencies](https://vivu.ai/guide/what-to-look-for-in-video-search-software-for)
- [Where are old brand assets stored?](https://vivu.ai/guide/where-are-old-brand-assets-stored)
- [Which video AI platform is cheapest for developer API pricing?](https://vivu.ai/guide/which-of-these-video-ai-platforms-is-the)
- [Which one is cheapest?](https://vivu.ai/guide/which-one-is-cheapest)

### [Video in AI assistants and agents](https://vivu.ai/guide/topics/agent-workflows)

- [What an AI agent can do for a content team, and where video comes in](https://vivu.ai/guide/ai-agent-for-content-teams)
- [Best MCP servers for creative work: sort them by the step they handle](https://vivu.ai/guide/best-mcp-servers-for-creative-work)
- [Can AI assistants search my video files?](https://vivu.ai/guide/can-ai-assistants-search-my-video-files)
- [How a team can share one AI-searchable video library](https://vivu.ai/guide/how-a-team-can-share-one-ai-searchable-video)
- [How to let Claude search your video library](https://vivu.ai/guide/how-can-i-let-claude-search-my-video-library)
- [How to build a pitch from past work with Claude](https://vivu.ai/guide/how-to-build-a-pitch-from-past-work-with-claude)
- [How to build an agent workflow around footage you already have](https://vivu.ai/guide/how-to-build-an-agent-workflow-around-existing)
- [How to download original clips from AI video search results](https://vivu.ai/guide/how-to-download-original-clips-from-ai-video)
- [How to find b-roll for blog posts with Claude](https://vivu.ai/guide/how-to-find-b-roll-for-blog-posts-with-claude)
- [How to find customer pain points in webinars with Claude](https://vivu.ai/guide/how-to-find-customer-pain-points-in-webinars)
- [How to hand a selects list from Claude to editors](https://vivu.ai/guide/how-to-hand-a-selects-list-from-claude-to)
- [How to prep a weekly social clip list in Claude](https://vivu.ai/guide/how-to-prep-a-weekly-social-clip-list-in-claude)
- [How to review clips an AI agent found](https://vivu.ai/guide/how-to-review-clips-an-ai-agent-found)
- [How to search robot episode videos with an AI agent](https://vivu.ai/guide/how-to-search-robot-episode-videos-with-an-ai)
- [How to search video with an AI agent without writing code](https://vivu.ai/guide/how-to-search-video-with-an-ai-agent-without)
- [How to use AI assistants for video production](https://vivu.ai/guide/how-to-use-ai-assistants-for-video-production)
- [Is there an MCP connector for searching a private video library?](https://vivu.ai/guide/is-there-an-mcp-connector-for-searching-a)
- [MCP server for video: four different things that phrase can mean](https://vivu.ai/guide/mcp-server-for-video)
- [Should an AI agent read transcripts or search video?](https://vivu.ai/guide/should-an-ai-agent-read-transcripts-or-search)
- [Should you build a video RAG pipeline or use an MCP connector?](https://vivu.ai/guide/should-i-build-a-video-rag-pipeline-or-use-mcp)
- [How to turn launch footage into a content kit with Claude](https://vivu.ai/guide/turn-launch-footage-into-a-content-kit-with)

### [Asset management systems](https://vivu.ai/guide/topics/asset-management)

- [A content marketing workflow for video that survives handoffs](https://vivu.ai/guide/content-marketing-workflow-for-video)
- [What creative asset management software actually manages](https://vivu.ai/guide/creative-asset-management-software)
- [What a creative asset management system is made of](https://vivu.ai/guide/creative-asset-management-system)
- [Digital asset management software comparison: what actually separates them](https://vivu.ai/guide/digital-asset-management-software-comparison)
- [How agencies organize footage across multiple clients](https://vivu.ai/guide/how-agencies-organize-footage-across-multiple)
- [How creators keep track of footage across years](https://vivu.ai/guide/how-creators-keep-track-of-footage-across-years)
- [How marketing teams manage video assets](https://vivu.ai/guide/how-do-marketing-teams-manage-video-assets)
- [How to build a content library](https://vivu.ai/guide/how-to-build-a-content-library)
- [How to build a video content engine](https://vivu.ai/guide/how-to-build-a-video-content-engine)
- [How to keep client footage separate when using AI tools](https://vivu.ai/guide/how-to-keep-client-footage-separate-when-using)
- [How to log footage faster for a post-production team](https://vivu.ai/guide/how-to-log-footage-faster-for-a-post-production)
- [How to organize a podcast video archive](https://vivu.ai/guide/how-to-organize-a-podcast-video-archive)
- [How to set up one AI video library per client](https://vivu.ai/guide/how-to-set-up-one-ai-video-library-per-client)
- [How to compare media asset management systems](https://vivu.ai/guide/media-asset-management-comparison)
- [Using Claude to organize files: what it can decide, and what it can't see](https://vivu.ai/guide/using-claude-to-organize-files)
- [What is digital asset management software?](https://vivu.ai/guide/what-is-digital-asset-management-software)
- [What is the best AI DAM for creative teams?](https://vivu.ai/guide/what-is-the-best-ai-dam-for-creative-teams)
- [What is the best AI-powered DAM? Start by asking what the AI does](https://vivu.ai/guide/what-is-the-best-ai-powered-dam)
- [What is the best DAM for video files?](https://vivu.ai/guide/what-is-the-best-dam-for-video-files)
- [What is the best digital asset management software for creative teams?](https://vivu.ai/guide/what-is-the-best-digital-asset-management)
- [What is the best MAM software for video production?](https://vivu.ai/guide/what-is-the-best-mam-software-for-video)
- [What is the best video asset management software for large teams?](https://vivu.ai/guide/what-is-the-best-video-asset-management-software)
- [What is the difference between a DAM and a MAM?](https://vivu.ai/guide/what-is-the-difference-between-a-dam-and-a-mam)
- [What software can automatically tag video files?](https://vivu.ai/guide/what-software-can-automatically-tag-video-files)

### [Long recordings to short clips](https://vivu.ai/guide/topics/long-to-short)

- [Can AI find highlights in long videos automatically?](https://vivu.ai/guide/can-ai-find-highlights-in-long-videos)
- [Can AI make TikToks from Twitch streams?](https://vivu.ai/guide/can-ai-make-tiktoks-from-twitch-streams)
- [The cheapest way to make more video content: cut it from what you already recorded](https://vivu.ai/guide/cheapest-way-to-make-more-video-content)
- [Do we need more videos or better videos?](https://vivu.ai/guide/do-we-need-more-videos-or-better-videos)
- [How to find viral moments in long videos](https://vivu.ai/guide/how-do-i-find-viral-moments-in-long-videos)
- [How to turn a 6-hour stream into short clips](https://vivu.ai/guide/how-do-i-turn-a-6-hour-stream-into-short-clips)
- [How do I turn long videos into shorts?](https://vivu.ai/guide/how-do-i-turn-long-videos-into-shorts)
- [How many videos should we post per week](https://vivu.ai/guide/how-many-videos-should-we-post-per-week)
- [How to auto-generate clips from YouTube livestreams](https://vivu.ai/guide/how-to-auto-generate-clips-from-youtube)
- [How to automatically edit long videos into short clips](https://vivu.ai/guide/how-to-automatically-edit-long-videos-into-short)
- [How to detect chat spikes in Twitch VODs for clipping](https://vivu.ai/guide/how-to-detect-chat-spikes-in-twitch-vods-for)
- [How to find funny moments in old podcast episodes](https://vivu.ai/guide/how-to-find-funny-moments-in-old-podcast)
- [How to get more videos out of one shoot](https://vivu.ai/guide/how-to-get-more-videos-out-of-one-shoot)
- [How to scale video production](https://vivu.ai/guide/how-to-scale-video-production)
- [How to turn Twitch VODs into TikToks and YouTube Shorts](https://vivu.ai/guide/how-to-turn-twitch-vods-into-tiktoks-and-youtube)
- [The fastest way to find highlights in a 6-hour stream](https://vivu.ai/guide/what-s-the-fastest-way-to-find-highlights-in-a-6)

### [Ad and UGC creative](https://vivu.ai/guide/topics/creative-breakdown)

- [How to catalog opening hooks from past client ads](https://vivu.ai/guide/how-to-catalog-opening-hooks-from-past-client)
- [How to shortlist UGC clips for a client with Claude](https://vivu.ai/guide/how-to-shortlist-ugc-clips-for-a-client-with)
- [How to turn client ad footage into briefs with Claude](https://vivu.ai/guide/how-to-turn-client-ad-footage-into-briefs-with)
- [How to write a video brief from footage in Claude](https://vivu.ai/guide/how-to-write-a-video-brief-from-footage-in)

### [Livestreams and VODs](https://vivu.ai/guide/topics/livestream)

- [Can AI automatically clip Twitch streams?](https://vivu.ai/guide/can-ai-automatically-clip-twitch-streams)
- [Can AI automatically create TikToks from your livestreams?](https://vivu.ai/guide/can-ai-automatically-create-tiktoks-from-my)
- [Can AI automatically find highlights in a Twitch VOD?](https://vivu.ai/guide/can-ai-automatically-find-highlights-in-a-twitch)
- [How to turn long Twitch streams into short clips](https://vivu.ai/guide/how-can-i-turn-long-twitch-streams-into-short)
- [How do I record my live streams?](https://vivu.ai/guide/how-do-i-record-my-live-streams)
- [How to set up Twitch clip markers in Stream Deck](https://vivu.ai/guide/how-do-i-set-up-twitch-clip-markers-in-stream)
- [How to turn your Twitch VODs into YouTube Shorts](https://vivu.ai/guide/how-do-i-turn-my-twitch-vods-into-youtube-shorts)
- [How to find old stream moments for an anniversary video](https://vivu.ai/guide/how-to-find-old-stream-moments-for-an)
- [How to pull highlights from hours of livestream recordings](https://vivu.ai/guide/livestream-highlights)
- [How to choose live streaming software](https://vivu.ai/guide/what-is-the-best-software-for-live-streaming)

### [AI editing tools](https://vivu.ai/guide/topics/ai-editing-tools)

- [Can an AI assistant edit video for you?](https://vivu.ai/guide/ai-assistant-video-editor)
- [AI-powered video editing software: what the four types actually do](https://vivu.ai/guide/ai-powered-video-editing-software)
- [What an AI powered video editor actually does](https://vivu.ai/guide/ai-powered-video-editor)
- [What AI that cuts video can actually do](https://vivu.ai/guide/ai-that-cuts-video)
- [What an AI transcript video editor actually does](https://vivu.ai/guide/ai-transcript-video-editor)
- [AI video editing studio: what the term covers, and what it leaves out](https://vivu.ai/guide/ai-video-editing-studio)
- [AI video editing tools: what they can decide and where they stop](https://vivu.ai/guide/ai-video-editing-tools)
- [What people mean by 'AI video online', and which kind you need](https://vivu.ai/guide/ai-video-online)
- [What artificial intelligence editing actually hands back to you](https://vivu.ai/guide/artificial-intelligence-editing)
- [Best video marketing tools: what to ask before you pick one](https://vivu.ai/guide/best-video-marketing-tools)
- [Chat based video editing software: what the conversation can specify](https://vivu.ai/guide/chat-based-video-editing-software)
- [Free AI tools for video editing: what free covers and where it stops](https://vivu.ai/guide/free-ai-tools-for-video-editing)
- [How to auto delete pauses in Premiere Pro](https://vivu.ai/guide/how-do-i-auto-delete-pauses-in-premiere-pro)
- [How to turn Twitch clips into YouTube Shorts automatically](https://vivu.ai/guide/how-do-i-turn-twitch-clips-into-youtube-shorts)
- [How to transcribe video to text](https://vivu.ai/guide/how-to-transcribe-video-to-text)
- [What a text based video editor covers, and what it leaves out](https://vivu.ai/guide/text-based-video-editor)
- [Video editing made easy: which half of the work actually gets easier](https://vivu.ai/guide/video-editing-made-easy)
- [What AI tools should a marketing team use?](https://vivu.ai/guide/what-ai-tools-should-a-marketing-team-use)
- [The best text-based video editors, sorted by what the transcript controls](https://vivu.ai/guide/what-are-the-best-text-based-video-editors)
- [The best way to transcribe noisy audio depends on what a wrong word costs](https://vivu.ai/guide/what-s-the-best-way-to-transcribe-noisy-audio)

### [Footage for training and evaluation](https://vivu.ai/guide/topics/training-data)

- [How self-driving teams search driving footage for rare scenarios](https://vivu.ai/guide/how-do-self-driving-teams-search-driving-footage)
- [How to find edge cases in driving footage](https://vivu.ai/guide/how-to-find-edge-cases-in-driving-footage)
- [How to find similar failures across robot episodes](https://vivu.ai/guide/how-to-find-similar-failures-across-robot)
- [How to search dashcam video for specific scenarios](https://vivu.ai/guide/how-to-search-dashcam-video-for-specific)
- [How to search drive recordings for scenarios with AI agents](https://vivu.ai/guide/how-to-search-drive-recordings-for-scenarios)

### [Named comparisons](https://vivu.ai/guide/topics/named-alternatives)

- [Are there open-source options for Twelve Labs?](https://vivu.ai/guide/are-there-open-source-options-for-twelve-labs)
- [Axle AI vs CatDV: how to tell which one fits](https://vivu.ai/guide/axle-ai-vs-catdv-which-is-better)
- [Can Whisper transcribe audio with loud background music?](https://vivu.ai/guide/can-whisper-transcribe-audio-with-loud)
- [What to look for in a ChatCut alternative](https://vivu.ai/guide/chatcut-alternative)
- [ChatCut vs VEED: two answers to who makes the edit](https://vivu.ai/guide/chatcut-vs-veed)
- [How to do multimodal video search without Twelve Labs](https://vivu.ai/guide/how-can-i-do-multimodal-video-search-without)
- [How Iconik compares to Frame.io](https://vivu.ai/guide/how-does-iconik-compare-to-frame-io)
- [How Twelve Labs and Google Vertex AI compare for video search](https://vivu.ai/guide/how-does-twelve-labs-compare-to-google-vertex-ai)
- [Iconik vs CatDV: the question that usually decides it](https://vivu.ai/guide/iconik-vs-catdv-which-is-better)
- [Is Whisper still the best transcription model?](https://vivu.ai/guide/is-whisper-still-the-best-transcription-model)
- [Competitors to Twelve Labs for video AI, sorted by what they replace](https://vivu.ai/guide/what-are-competitors-to-twelve-labs-for-video-ai)
- [What does Twelve Labs cost?](https://vivu.ai/guide/what-does-twelve-labs-cost)
- [What is the best AI tool to search inside video footage?](https://vivu.ai/guide/what-is-the-best-ai-tool-to-search-inside-video)
- [What is the best video editing software? Four questions that decide it](https://vivu.ai/guide/what-is-the-best-video-editing-software)

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