Clipto: Mac-based AI transcription and knowledge assistant that indexes and searches meetings, interviews, podcasts, lectures, and other audio/video locally on-device. Looppanel: AI research assistant that records, transcribes and auto-notes user interviews and calls, then organizes insights in a research repository. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Clipto when creators and editors transcribing and searching large libraries of footage, podcasts, and interviews matters most, and Looppanel when running thematic and sentiment analysis across research calls matters most. Run both through a week of actual calls to see which suits your workflow.
Mac-based AI transcription and knowledge assistant that indexes and searches meetings, interviews, podcasts, lectures, and other audio/video locally on-device.
AI research assistant that records, transcribes and auto-notes user interviews and calls, then organizes insights in a research repository.
Clipto is an AI-powered transcription and knowledge assistant built exclusively for Mac that functions as a fully local, searchable media library for audio and video. It transcribes and indexes a range of content including videos, audio files, podcasts, meetings, interviews, and lectures, with automatic transcription, speaker labeling, and AI summaries that condense long recordings. Its standout capability is search: users can run natural-language queries across large volumes of media, jump to exact timecodes for spoken dialogue, and surface people, scenes, and objects across their library. Processing is fully local and works offline with no cloud uploads, which the product positions as a privacy-focused architecture for creators and professionals who manage large media collections. Clipto integrates with creative and storage tools, including Adobe Premiere Pro, Dropbox, Google Drive, NAS, and local folders, and offers auto-tagging to keep footage organized. It targets content creators such as photographers, video editors, filmmakers, agencies, and marketers, but its transcription of meetings and interviews makes it relevant for capturing and revisiting conversations as well. The app is actively operating, requires Apple Silicon Macs with sufficient memory and a recent macOS version, and also offers an iOS app. Free and paid plans are referenced. 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
Clipto 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 | Clipto | Looppanel |
|---|---|---|
| Core capability | On-device AI transcription with no cloud uploads, works offline | AI note-taker that records and auto-generates notes from interviews and calls |
| Standout feature | Automatic speaker labeling in transcripts | Transcription with support for multiple languages |
| Team usage | One-click AI summaries of long recordings | AI thematic analysis to surface patterns across conversations |
| Integrations | Natural-language search across large media libraries with timecode jumping | AI-assisted tagging based on discussion guides and emerging themes |
| Languages & capture | Scene, object, and person recognition across content | Sentiment analysis and automatic highlighting of key moments |
| Best-fit workflow | Integrations with Adobe Premiere Pro, Dropbox, Google Drive, NAS, and local folders | Shareable video clips and traceable links back to source recordings |
Clipto
Choose Clipto if you need creators and editors transcribing and searching large libraries of footage, podcasts, and interviews — strengths include fully local, offline processing for privacy-conscious users.
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.
Clipto
Looppanel
It depends on your workflow. Clipto is strong for creators and editors transcribing and searching large libraries of footage, podcasts, and interviews, while Looppanel is strong for transcribing and auto-noting user interviews and usability tests. Both transcribe and summarize meetings.
Clipto 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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