Choppity: AI video and audio platform that transcribes recordings, generates styled captions, and turns long-form content into short clips. Great Question: All-in-one UX research platform combining recruitment, scheduling, and AI analysis of interviews into a connected research repository. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Choppity when transcribing and captioning recorded interviews and podcast episodes 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.
AI video and audio platform that transcribes recordings, generates styled captions, and turns long-form content into short clips.
All-in-one UX research platform combining recruitment, scheduling, and AI analysis of interviews into a connected research repository.
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
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
Choppity 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 | Choppity | Great Question |
|---|---|---|
| Core capability | Automated transcription of uploaded video and audio with speaker identification and timestamps | AI analysis generating summaries, chapters, highlights, and tags from interviews |
| Standout feature | Dedicated tools for transcribing meeting recordings from Zoom, Microsoft Teams, and Google Meet | Searchable research repository connecting transcripts, themes, and insights |
| Team usage | AI-generated, customizable subtitles and captions with styling options | Participant recruitment from a large panel plus CRM-based custom panels |
| Integrations | Transcript-based editing where the video is edited by changing the text | Scheduling, screening, eligibility rules, and incentive payments |
| Languages & capture | Automatic short-clip generation and vertical reframing for social platforms | Moderated, AI-moderated, and unmoderated study methods including prototype testing |
| Best-fit workflow | Multi-language support and direct social publishing and scheduling | 50+ integrations plus an MCP for running research from AI tools |
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.
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.
Choppity
Great Question
It depends on your workflow. Choppity is strong for transcribing and captioning recorded interviews and podcast episodes, while Great Question is strong for recruiting participants and scheduling user interviews end to end. Both transcribe and summarize meetings.
Choppity 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.
Sure. Running both makes sense when their strengths don't overlap and the budget allows.
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