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. Tongyi Tingwu: Alibaba Cloud's AI assistant that transcribes, translates, and summarizes meetings and lectures in real time. We compare them on cost, capture approach, and day-to-day fit so you can choose faster.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist CleverX when running ai-moderated user interviews at scale with automatic transcription matters most, and Tongyi Tingwu when students and educators turning lectures into searchable summarized notes matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
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.
Alibaba Cloud's AI assistant that transcribes, translates, and summarizes meetings and lectures in real time.
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
Tongyi Tingwu is an AI assistant from Alibaba Cloud focused on audio and video content for work and study, including meetings and lectures. It transcribes spoken audio into text, translates speech, and generates summaries using large language models, helping users record, organize, and analyze multimedia content. The service operates in real time, transcribing meetings and lectures as they happen, and it separates speakers so transcripts can attribute statements to different participants. Beyond core transcription and summarization, Tongyi Tingwu can extract structured information from recordings, including pulling slide content from video, which is useful for capturing presentations alongside spoken discussion. It supports multiple languages for transcription and translation, with strong coverage of Chinese and English among other major languages. The tool is accessible through a web interface and a browser extension, and it integrates with Alibaba's cloud ecosystem, including cloud storage. Tongyi Tingwu is aimed at professionals, students, and content creators in the Chinese market who need to efficiently turn meetings, lectures, and other audio or video into organized, searchable, and summarized text rather than reviewing recordings manually. Pricing varies by plan. Check the official website for current pricing.
Best suited for
CleverX is a free tier with paid upgrades (freemium); Tongyi Tingwu is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | CleverX | Tongyi Tingwu |
|---|---|---|
| Core capability | AI-moderated interviews with configurable voice, tone, and adaptive probing follow-ups | Real-time transcription of meetings and lectures |
| Standout feature | Auto-transcription and real-time transcription of interview sessions | Speech translation across multiple languages |
| Team usage | AI highlight reels that generate chapter-based clips from each interview | LLM-based summarization of audio and video content |
| Integrations | Human-moderated live 1:1 video interviews via Google Meet, Zoom, or Teams | Speaker separation for attributed transcripts |
| Languages & capture | Participant recruitment from a large pool of verified professionals | Slide/PPT extraction from video content |
| Best-fit workflow | Automated analysis surfacing themes and quotes, exportable as PDF, DOCX, or CSV | Web interface and browser extension access |
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.
Tongyi Tingwu
Choose Tongyi Tingwu if you need chinese professionals transcribing and summarizing meetings in real time — strengths include backed by alibaba cloud with llm-powered summarization.
CleverX
Tongyi Tingwu
It depends on your workflow. CleverX is strong for running ai-moderated user interviews at scale with automatic transcription, while Tongyi Tingwu is strong for chinese professionals transcribing and summarizing meetings in real time. Both transcribe and summarize meetings.
CleverX is a free tier with paid upgrades and Tongyi Tingwu is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Yes. Many teams run more than one meeting assistant when the workflows are complementary.
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