Choppity: AI video and audio platform that transcribes recordings, generates styled captions, and turns long-form content into short clips. HeyMarvin: AI research assistant that records and transcribes user-research interviews and builds a searchable insights repository. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Choppity when transcribing and captioning recorded interviews and podcast episodes matters most, and HeyMarvin when product teams clustering interview feedback into shareable themes matters most. Run both through a week of actual calls to see which suits your workflow.
AI video and audio platform that transcribes recordings, generates styled captions, and turns long-form content into short clips.
AI research assistant that records and transcribes user-research interviews and builds a searchable insights repository.
Choppity is an AI-powered video and audio platform that combines automated transcription with short-form content creation. Users upload video or audio files, or paste links from sources like YouTube, and Choppity transcribes the recording with speaker identification and timestamps before turning the spoken transcript into an editable workspace. Although it is best known for automatically extracting dozens of short, social-ready clips from long-form videos and podcasts, it also serves transcription and captioning needs directly: it generates styled subtitles for video, supports transcript-based editing where you edit the footage by editing the text, and offers dedicated tools for transcribing meeting recordings from platforms such as Zoom, Microsoft Teams, and Google Meet. The platform supports a large number of languages and includes features like automatic reframing for vertical formats, profanity detection, and one-click social publishing and scheduling. Choppity offers a free tier alongside paid plans and an API, making it usable by individual creators, podcasters, and teams that want to repurpose recorded conversations, interviews, and meetings into both transcripts and shareable video content. Pricing varies by plan. Check the official website for current pricing.
Best suited for
HeyMarvin (Marvin) is an AI-native customer insights platform aimed at user-research and product teams, with the research interview as its central meeting type. During live user-research calls it records sessions, transcribes them automatically, and lets researchers capture time-stamped notes and highlights, including collaborative live note-taking with teammates. After the session, its AI workflows distill feedback into themes and patterns, and an Ask AI feature lets teams query their data and get answers with citations back to the source clips. Everything feeds a centralized, searchable research repository that brings qualitative and quantitative inputs together from many sources, so insights are not scattered across documents and recordings. The platform also offers AI-moderated interviews in multiple languages, video clips and curated playlists for sharing findings, and integrations with tools used to distribute insights. It includes privacy and security features such as PII redaction and enterprise compliance. For a meeting-tools directory, its relevance is the combination of interview capture, AI notetaking, and a repository tuned for analyzing user-research conversations rather than general meetings. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Choppity is a free tier with paid upgrades (freemium); HeyMarvin is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Choppity | HeyMarvin |
|---|---|---|
| Core capability | Automated transcription of uploaded video and audio with speaker identification and timestamps | Records and automatically transcribes user-research interview calls |
| Standout feature | Dedicated tools for transcribing meeting recordings from Zoom, Microsoft Teams, and Google Meet | Time-stamped notes and collaborative live note-taking during sessions |
| Team usage | AI-generated, customizable subtitles and captions with styling options | AI thematic analysis that clusters feedback into themes and patterns |
| Integrations | Transcript-based editing where the video is edited by changing the text | Ask AI querying across research data with citations to source clips |
| Languages & capture | Automatic short-clip generation and vertical reframing for social platforms | Searchable centralized research repository combining many data sources |
| Best-fit workflow | Multi-language support and direct social publishing and scheduling | Video clips, highlight reels, and insight reports for sharing findings |
Choppity
Choose Choppity if you need transcribing and captioning recorded interviews and podcast episodes — strengths include combines transcription, captioning, and content repurposing in a single tool.
HeyMarvin
Choose HeyMarvin if you need ux researchers transcribing and tagging user-interview calls — strengths include tailored to user-research interviews rather than generic meeting notes.
Choppity
HeyMarvin
It depends on your workflow. Choppity is strong for transcribing and captioning recorded interviews and podcast episodes, while HeyMarvin is strong for ux researchers transcribing and tagging user-interview calls. Both transcribe and summarize meetings.
Choppity is a free tier with paid upgrades and HeyMarvin is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
You can — some teams pair them when each covers a different part of the meeting workflow.
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