Clipto: Mac-based AI transcription and knowledge assistant that indexes and searches meetings, interviews, podcasts, lectures, and other audio/video locally on-device. Great Question: All-in-one UX research platform combining recruitment, scheduling, and AI analysis of interviews into a connected research 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 Clipto when creators and editors transcribing and searching large libraries of footage, podcasts, and interviews matters most, and Great Question when auto-summarizing and tagging interview sessions with ai matters most. Try them side by side on real calls before deciding — needs vary by team.
Mac-based AI transcription and knowledge assistant that indexes and searches meetings, interviews, podcasts, lectures, and other audio/video locally on-device.
All-in-one UX research platform combining recruitment, scheduling, and AI analysis of interviews into a connected 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
Great Question is a UX research platform that consolidates participant recruitment, study setup, and AI analysis into a single workflow for product managers, designers, UX researchers, and research operations teams. On the recruitment side it offers access to a large participant panel, the ability to build customer panels from CRM systems, automated screening, eligibility rules, incentive payments, and a research calendar for scheduling one-on-one, collective, or round-robin interviews. For conducting research it supports moderated user interviews, AI-moderated interviews, unmoderated prototype testing with Figma, surveys, card sorting, tree testing, and focus groups, with observer rooms for live team participation. After sessions, Great Question's AI analysis generates summaries, chapters, highlights, and tags, and builds a searchable research repository where transcripts, themes, highlight reels, and insights are connected so teams can query their entire body of research. It offers a wide range of integrations and an MCP that lets users run and analyze research from AI tools, and meets enterprise requirements with SOC 2 Type II, GDPR, and HIPAA compliance. The platform aims to take research from recruitment through synthesis without stitching together multiple tools. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Clipto is a free tier with paid upgrades (freemium); Great Question is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Clipto | Great Question |
|---|---|---|
| Core capability | On-device AI transcription with no cloud uploads, works offline | AI analysis generating summaries, chapters, highlights, and tags from interviews |
| Standout feature | Automatic speaker labeling in transcripts | Searchable research repository connecting transcripts, themes, and insights |
| Team usage | One-click AI summaries of long recordings | Participant recruitment from a large panel plus CRM-based custom panels |
| Integrations | Natural-language search across large media libraries with timecode jumping | Scheduling, screening, eligibility rules, and incentive payments |
| Languages & capture | Scene, object, and person recognition across content | Moderated, AI-moderated, and unmoderated study methods including prototype testing |
| Best-fit workflow | Integrations with Adobe Premiere Pro, Dropbox, Google Drive, NAS, and local folders | 50+ integrations plus an MCP for running research from AI tools |
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.
Great Question
Choose Great Question if you need recruiting participants and scheduling user interviews end to end — strengths include handles recruitment, study execution, and analysis in one platform.
Clipto
Great Question
It depends on your workflow. Clipto is strong for creators and editors transcribing and searching large libraries of footage, podcasts, and interviews, while Great Question is strong for recruiting participants and scheduling user interviews end to end. Both transcribe and summarize meetings.
Clipto is a free tier with paid upgrades and Great Question 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.
More head-to-head comparisons involving Clipto and Great Question.
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