Choppity: AI video and audio platform that transcribes recordings, generates styled captions, and turns long-form content into short clips. Koji: AI-native customer research platform whose AI interviewer runs voice and text discovery conversations at scale, then synthesizes themes automatically. 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 Koji when building personas and validating early product concepts at scale matters most. Try them side by side on real calls before deciding — needs vary by team.
AI video and audio platform that transcribes recordings, generates styled captions, and turns long-form content into short clips.
AI-native customer research platform whose AI interviewer runs voice and text discovery conversations at scale, then synthesizes themes automatically.
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
Koji is an AI-native customer research platform built around an AI interviewer that conducts natural, in-depth conversations with research participants at scale, removing the need to schedule and moderate live discovery calls one at a time. Teams describe what they want to learn, and an AI research agent helps define goals and generate an interview guide. The AI then runs the interviews asynchronously in either a text chat or spoken voice format, asking adaptive follow-up questions and probing for depth as a human moderator would. Each completed conversation is analyzed automatically for key moments and sentiment, and findings are synthesized across all interviews into study-wide reports surfacing themes, patterns, and recommendations, with every insight traceable back to the participant quote that supports it rather than presented as a black-box summary. Koji is used for exploratory work such as discovery, persona development, and market strategy, as well as concept and messaging testing. The product is operated from Amsterdam with EU data residency and GDPR compliance, offers a freemium entry point, and integrates with tools including Claude, ChatGPT, Cursor, and Notion via an MCP server. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Choppity is a free tier with paid upgrades (freemium); Koji is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Choppity | Koji |
|---|---|---|
| Core capability | Automated transcription of uploaded video and audio with speaker identification and timestamps | Insights traceable back to specific participant quotes |
| Standout feature | Dedicated tools for transcribing meeting recordings from Zoom, Microsoft Teams, and Google Meet | AI interviewer that runs asynchronous voice and text discovery conversations at scale |
| Team usage | AI-generated, customizable subtitles and captions with styling options | AI research agent that drafts research goals and interview guides from a brief |
| Integrations | Transcript-based editing where the video is edited by changing the text | Automatic per-interview analysis with key moments and sentiment |
| Languages & capture | Automatic short-clip generation and vertical reframing for social platforms | Cross-interview synthesis into study-wide themes, patterns, and recommendations |
| Best-fit workflow | Multi-language support and direct social publishing and scheduling | MCP integrations with Claude, ChatGPT, Cursor, and Notion |
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.
Koji
Choose Koji if you need running exploratory discovery interviews without scheduling live calls — strengths include removes scheduling overhead by running many interviews in parallel and asynchronously.
Choppity
Koji
It depends on your workflow. Choppity is strong for transcribing and captioning recorded interviews and podcast episodes, while Koji is strong for running exploratory discovery interviews without scheduling live calls. Both transcribe and summarize meetings.
Choppity is a free tier with paid upgrades and Koji is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
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