Clipto: Mac-based AI transcription and knowledge assistant that indexes and searches meetings, interviews, podcasts, lectures, and other audio/video locally on-device. Userology: Vision-aware AI UX research agent that moderates usability and concept-testing interviews and reports task metrics and insights. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
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 Userology when scaling generative ux interviews without researcher bottlenecks matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
Mac-based AI transcription and knowledge assistant that indexes and searches meetings, interviews, podcasts, lectures, and other audio/video locally on-device.
Vision-aware AI UX research agent that moderates usability and concept-testing interviews and reports task metrics and insights.
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
Userology is an AI UX research platform built around a vision-aware AI moderator that conducts user research interviews and usability tests at scale. Unlike text-only interview bots, its moderator can watch participants complete tasks on screen, layering in interaction analysis to evaluate how users actually navigate a product, and it asks context-aware follow-up questions, detects silence, and handles technical glitches during a session. The platform supports several research methods, including generative voice interviews, prototype testing with Figma links, live product research on existing Android, iOS, and web experiences, and diary studies, with additional evaluative methods noted as in development. It supports moderation in 40-plus languages and offers built-in participant recruitment from a large panel, plus an integration with User Interviews for additional targeting, screening, and recruitment. After sessions, Userology automatically generates reports that combine transcripts, qualitative and quantitative patterns, and key metrics, and it lets teams chat with their research data to dig into findings. The product positions itself as a way for product and design teams to compress research timelines from weeks to days while reducing the manual hours typically required for moderating and analyzing studies. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Clipto is a free tier with paid upgrades (freemium); Userology is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Clipto | Userology |
|---|---|---|
| Core capability | On-device AI transcription with no cloud uploads, works offline | Vision-aware AI moderator that observes on-screen task completion |
| Standout feature | Automatic speaker labeling in transcripts | Context-aware follow-ups with silence detection and glitch handling |
| Team usage | One-click AI summaries of long recordings | Multiple methods: voice interviews, prototype testing, live product research, diary studies |
| Integrations | Natural-language search across large media libraries with timecode jumping | Automated reports with transcripts, insights, and task-based metrics |
| Languages & capture | Scene, object, and person recognition across content | Chat-with-your-research data exploration |
| Best-fit workflow | Integrations with Adobe Premiere Pro, Dropbox, Google Drive, NAS, and local folders | Built-in panel recruitment plus User Interviews integration, 40+ languages |
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.
Userology
Choose Userology if you need ai-moderated usability and prototype testing of apps and web products — strengths include vision awareness supports usability and prototype testing, not just verbal interviews.
Clipto
Userology
It depends on your workflow. Clipto is strong for creators and editors transcribing and searching large libraries of footage, podcasts, and interviews, while Userology is strong for ai-moderated usability and prototype testing of apps and web products. Both transcribe and summarize meetings.
Clipto is a free tier with paid upgrades and Userology is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Often yes: teams combine tools when one handles capture and another handles analysis.
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