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. HoverNotes: Chrome extension that watches lecture and course videos with you and generates AI notes saved as Markdown. This comparison weighs them on pricing, features, and everyday workflow fit.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist CleverX when running ai-moderated user interviews at scale with automatic transcription matters most, and HoverNotes when capturing code and diagrams from technical youtube lectures matters most. Try them side by side on real calls before deciding — needs vary by team.
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.
Chrome extension that watches lecture and course videos with you and generates AI notes saved as Markdown.
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
HoverNotes is an AI-powered note-taking tool delivered as a Chrome extension, designed for students and learners who study from recorded lectures and online course videos. Rather than relying on audio transcription alone, HoverNotes analyzes video frames as you watch, so it can capture on-screen context such as code snippets, mathematical equations, and diagrams alongside spoken content. The extension generates AI notes while you watch and saves them as plain Markdown files directly to your local file system, which makes them easy to use with tools like Obsidian or other Markdown-based knowledge bases. Users can also capture single-click screenshots embedded with clickable timestamps that jump back to the exact moment in the video. HoverNotes works across common video learning platforms including YouTube, Coursera, Udemy, LinkedIn Learning, Bilibili, and university lecture portals. It runs on a freemium model with a limited monthly allotment of AI note generation on the free plan and paid tiers for heavier use. The tool is best suited to self-directed learners studying from video, and its local-Markdown approach appeals to people who want full ownership of their notes. Pricing varies by plan. Check the official website for current pricing.
Best suited for
CleverX is a free tier with paid upgrades (freemium); HoverNotes is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | CleverX | HoverNotes |
|---|---|---|
| Core capability | AI-moderated interviews with configurable voice, tone, and adaptive probing follow-ups | Chrome extension that generates AI notes while watching videos |
| Standout feature | Auto-transcription and real-time transcription of interview sessions | Video frame analysis to capture on-screen code, equations, and diagrams |
| Team usage | AI highlight reels that generate chapter-based clips from each interview | Notes saved locally as Markdown files for use in Obsidian and similar tools |
| Integrations | Human-moderated live 1:1 video interviews via Google Meet, Zoom, or Teams | One-click timestamped screenshots that link back to the video moment |
| Languages & capture | Participant recruitment from a large pool of verified professionals | Support for YouTube, Coursera, Udemy, LinkedIn Learning, Bilibili, and lecture portals |
| Best-fit workflow | Automated analysis surfacing themes and quotes, exportable as PDF, DOCX, or CSV | Freemium plan with paid tiers for more usage |
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.
HoverNotes
Choose HoverNotes if you need taking notes from coursera and udemy course videos — strengths include captures visual on-screen content, not just audio, for technical lectures.
CleverX
HoverNotes
It depends on your workflow. CleverX is strong for running ai-moderated user interviews at scale with automatic transcription, while HoverNotes is strong for taking notes from coursera and udemy course videos. Both transcribe and summarize meetings.
CleverX is a free tier with paid upgrades and HoverNotes 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.
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