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. Summarize by Moodbit: A Microsoft Teams app from Moodbit, available on the Teams app store / Microsoft AppSource, that turns Teams meeting transcriptions into AI summaries, action items and sentiment analysis. Which one wins depends on your platform mix, budget, and how hands-off you want notes to be.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist CleverX when running ai-moderated user interviews at scale with automatic transcription matters most, and Summarize by Moodbit when extracting suggested action items from teams calls 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.
A Microsoft Teams app from Moodbit, available on the Teams app store / Microsoft AppSource, that turns Teams meeting transcriptions into AI summaries, action items and sentiment analysis.
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
Summarize by Moodbit is a Microsoft Teams app published by Moodbit and listed on the Microsoft Teams app store / Microsoft AppSource. It is designed to plug directly into Microsoft Teams meetings and convert real-time Teams transcriptions into clear, concise meeting notes without manual note-taking. After a meeting, the app posts an AI-generated summary of key points and a list of suggested action items into the chat, so participants can focus on the conversation rather than on writing things down. A distinguishing feature is AI-powered sentiment analysis applied to Teams meetings, which classifies the tone of the discussion as positive, neutral or negative to help teams understand dynamics and morale. Because it is delivered as a native Teams add-on, there is no separate software to install beyond adding it from the Teams store, and it works for participants attending live as well as those catching up afterward. Moodbit's broader platform has expanded toward enterprise AI automation, and the Summarize Teams add-on continues to be promoted and listed as available in 2025/2026. Pricing varies by plan. Check the official website for current pricing.
Best suited for
CleverX is a free tier with paid upgrades (freemium); Summarize by Moodbit is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | CleverX | Summarize by Moodbit |
|---|---|---|
| Core capability | AI-moderated interviews with configurable voice, tone, and adaptive probing follow-ups | Distributed through the Microsoft Teams app store / Microsoft AppSource |
| Standout feature | Auto-transcription and real-time transcription of interview sessions | Turns real-time Microsoft Teams transcriptions into meeting notes |
| Team usage | AI highlight reels that generate chapter-based clips from each interview | AI-generated meeting summaries posted to the Teams chat |
| Integrations | Human-moderated live 1:1 video interviews via Google Meet, Zoom, or Teams | Automated action-item and task recommendations |
| Languages & capture | Participant recruitment from a large pool of verified professionals | AI-powered sentiment analysis of meeting tone |
| Best-fit workflow | Automated analysis surfacing themes and quotes, exportable as PDF, DOCX, or CSV | Native Teams add-on with no separate software to install |
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.
Summarize by Moodbit
Choose Summarize by Moodbit if you need automatically summarizing microsoft teams meetings into the chat — strengths include installs natively from the microsoft teams store with minimal setup.
CleverX
Summarize by Moodbit
It depends on your workflow. CleverX is strong for running ai-moderated user interviews at scale with automatic transcription, while Summarize by Moodbit is strong for automatically summarizing microsoft teams meetings into the chat. Both transcribe and summarize meetings.
CleverX is a free tier with paid upgrades and Summarize by Moodbit 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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