Attendee: Open-source, self-hostable meeting bot API that sends bots into Zoom, Google Meet, and Microsoft Teams to capture recordings and transcripts. Looppanel: AI research assistant that records, transcribes and auto-notes user interviews and calls, then organizes insights in a research repository. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Attendee when developers embedding meeting recording and transcription into their own saas products matters most, and Looppanel when running thematic and sentiment analysis across research calls matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
Open-source, self-hostable meeting bot API that sends bots into Zoom, Google Meet, and Microsoft Teams to capture recordings and transcripts.
AI research assistant that records, transcribes and auto-notes user interviews and calls, then organizes insights in a research repository.
Attendee is an open-source REST API, developed by Attendee Labs, that abstracts the engineering work of building meeting bots into a single developer-friendly interface. Instead of maintaining separate bot stacks for each video platform, developers send one API request and Attendee dispatches a bot that joins a Zoom, Google Meet, or Microsoft Teams call, then returns recordings, transcripts, and real-time media streams. It is built on widely used, battle-tested technologies such as Django, PostgreSQL, and Redis, and is designed to run from a single Docker image so teams can self-host it on their own infrastructure for data residency, compliance, and cost control. The project documents real-time transcription, webhooks, calendar integration, scheduled meetings, and websocket audio input/output. Because it is open source and self-hosted, organizations in regulated industries can keep meeting audio and transcripts inside their own environment rather than routing them through a third-party vendor. The repository is actively maintained with frequent releases, and the project markets itself as a lower-cost alternative to closed-source meeting-bot platforms for developers who want to embed meeting capture and transcription into their own applications. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Looppanel is an AI research and meeting assistant built for user interviews, usability tests and research calls. Its AI note-taker records or ingests interview recordings, transcribes the conversation, and automatically generates structured notes, quotes and summaries so researchers do not have to take notes manually during a session. The platform supports transcription in several languages and keeps recordings private without human access. Beyond transcription and notes, Looppanel adds an analysis layer: it performs AI thematic analysis to surface patterns across conversations, supports AI-assisted tagging tied to a discussion guide or emerging themes, runs sentiment analysis, and highlights important moments. Researchers can trace every insight back to the source recording, edit tags, search across projects, and share actionable video clips, with all findings collected in a central research repository for stakeholders. It also works with other data types such as survey responses and documents. Looppanel is aimed at UX researchers, product managers and design teams who run many interviews and need to turn recorded qualitative conversations into transcripts, notes and shareable insights faster than analyzing them by hand. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Attendee is a free tier with paid upgrades (freemium); Looppanel is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Attendee | Looppanel |
|---|---|---|
| Core capability | Unified REST API for deploying bots to Zoom, Google Meet, and Microsoft Teams | AI note-taker that records and auto-generates notes from interviews and calls |
| Standout feature | Meeting recording and transcript retrieval through API endpoints | Transcription with support for multiple languages |
| Team usage | Real-time media pipeline with websocket audio input/output | AI thematic analysis to surface patterns across conversations |
| Integrations | Webhooks for event-driven workflows | AI-assisted tagging based on discussion guides and emerging themes |
| Languages & capture | Calendar integration and scheduled-meeting support | Sentiment analysis and automatic highlighting of key moments |
| Best-fit workflow | Single Docker image self-hosting built on Django, PostgreSQL, and Redis | Shareable video clips and traceable links back to source recordings |
Attendee
Choose Attendee if you need developers embedding meeting recording and transcription into their own saas products — strengths include fully open source and designed for convenient self-hosting, keeping meeting data on your own infrastructure.
Looppanel
Choose Looppanel if you need transcribing and auto-noting user interviews and usability tests — strengths include purpose-built for interview transcription plus downstream qualitative analysis.
Attendee
Looppanel
It depends on your workflow. Attendee is strong for developers embedding meeting recording and transcription into their own saas products, while Looppanel is strong for transcribing and auto-noting user interviews and usability tests. Both transcribe and summarize meetings.
Attendee is a free tier with paid upgrades and Looppanel is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Sure. Running both makes sense when their strengths don't overlap and the budget allows.
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