CleverX: CleverX is an AI-first B2B research platform that runs AI-moderated and human-moderated interviews, surveys, and usability tests with auto-transcription and analysis. Yating: Taiwan-built AI speech-to-text app for classes, meetings, and interviews, optimized for Taiwanese-accent Mandarin and Mandarin-English code-switching. Below, they line up on price, capture method, and how each fits a real meeting stack.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist CleverX when running ai-moderated user interviews at scale with automatic transcription matters most, and Yating when professionals capturing meetings and interviews in taiwan matters most. Trial each on a few real meetings before you commit — the better fit usually shows fast.
CleverX is an AI-first B2B research platform that runs AI-moderated and human-moderated interviews, surveys, and usability tests with auto-transcription and analysis.
Taiwan-built AI speech-to-text app for classes, meetings, and interviews, optimized for Taiwanese-accent Mandarin and Mandarin-English code-switching.
CleverX is an AI-native research platform that helps product teams, designers, and UX researchers go from question to insight by designing studies, recruiting participants, and analyzing results in one place. It supports multiple methods including AI-moderated interviews, human-moderated 1:1 interviews, moderated and unmoderated usability tests, and surveys. AI moderators with configurable voice, tone, and probing style conduct natural conversations that follow up and probe deeper at scale, with auto-transcription covering every session and AI highlight reels generating chapter-based clips. Human-moderated interviews are run as live video sessions through Google Meet, Zoom, or Teams, with smart scheduling, real-time transcription, and observer rooms. The platform recruits from a pool described as over 8 million verified participants across industries and languages, and surfaces themes, quotes, and reports that export to PDF, DOCX, or CSV. Fraud protection, behavior monitoring, and end-to-end encryption support data reliability. It is aimed at companies needing fast, qualitative and quantitative customer and B2B research.
Best suited for
Yating is an AI speech-to-text application developed by AILabs, a privately funded Taiwan-based company, and is described as a handy tool for classes, meetings, interviews, and everyday moments worth saving. It converts speech and voice to text and is notable for being optimized for languages and accents commonly used in Taiwan, handling Mandarin, Taiwanese, English, Japanese, and Cantonese, including sentences that switch between Chinese and English mid-thought. The app offers live transcription that can dictate audio from a microphone in real time as well as transcription of recorded audio and uploaded audio or video files. It includes a subtitle mode for accessibility, speaker identification with timestamps, and is available across mobile, web, and a Chrome plugin. An API is offered for batch processing and automatic speech recognition, and the company emphasizes a privacy-focused approach, stating it does not sell user data and that its technology and data are developed locally in Taiwan. Yating is named after a professional shorthand typist, reflecting its goal of accurate, fast transcription. The application remains active with recent updates, and it is positioned for students, podcasters, researchers, data analysts, and people who are hard of hearing. A free tier is available on iPhone alongside other offerings. Pricing varies by plan. Check the official website for current pricing.
Best suited for
CleverX is a free tier with paid upgrades (freemium); Yating is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | CleverX | Yating |
|---|---|---|
| Core capability | AI-moderated interviews with configurable voice, tone, and adaptive probing follow-ups | Live microphone transcription plus transcription of recorded and uploaded files |
| Standout feature | Auto-transcription and real-time transcription of interview sessions | Optimized for Taiwanese-accent Mandarin and Mandarin-English code-switching |
| Team usage | AI highlight reels that generate chapter-based clips from each interview | Support for Mandarin, Taiwanese, English, Japanese, and Cantonese |
| Integrations | Human-moderated live 1:1 video interviews via Google Meet, Zoom, or Teams | Speaker identification with timestamps |
| Languages & capture | Participant recruitment from a large pool of verified professionals | Subtitle mode for accessibility |
| Best-fit workflow | Automated analysis surfacing themes and quotes, exportable as PDF, DOCX, or CSV | Cross-platform: mobile, web, and Chrome plugin |
CleverX
Choose CleverX if you need running ai-moderated user interviews at scale with automatic transcription — strengths include combines recruitment, interviewing, transcription, and analysis in a single platform.
Yating
Choose Yating if you need students transcribing lectures and classes in mandarin or mixed mandarin-english — strengths include strong handling of taiwanese-accent mandarin and chinese-english code-switching.
CleverX
Yating
It depends on your workflow. CleverX is strong for running ai-moderated user interviews at scale with automatic transcription, while Yating is strong for students transcribing lectures and classes in mandarin or mixed mandarin-english. Both transcribe and summarize meetings.
CleverX is a free tier with paid upgrades and Yating 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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