Koji and Summarize by Moodbit are both AI meeting assistants for recording, transcription, and summaries, compared here on pricing, features, and workflow fit. Koji: AI-native customer research platform whose AI interviewer runs voice and text discovery conversations at scale, then synthesizes themes automatically. 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. They overlap on ai-meeting-assistants, so the right pick depends on team size, budget, and which meeting workflows you automate.
How Hosiqo compares and tests toolsFinal recommendation
For ai-meeting-assistants workflows, shortlist Koji when running exploratory discovery interviews without scheduling live calls matters most, and Summarize by Moodbit when automatically summarizing microsoft teams meetings into the chat matters most. Both record across Zoom, Google Meet, and Microsoft Teams; trial each on real meetings before committing.
AI-native customer research platform whose AI interviewer runs voice and text discovery conversations at scale, then synthesizes themes automatically.
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.
Koji 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 | Koji | Summarize by Moodbit |
|---|---|---|
| Core capability | AI interviewer that runs asynchronous voice and text discovery conversations at scale | Distributed through the Microsoft Teams app store / Microsoft AppSource |
| Standout feature | AI research agent that drafts research goals and interview guides from a brief | Turns real-time Microsoft Teams transcriptions into meeting notes |
| Team usage | Automatic per-interview analysis with key moments and sentiment | AI-generated meeting summaries posted to the Teams chat |
| Integrations | Cross-interview synthesis into study-wide themes, patterns, and recommendations | Automated action-item and task recommendations |
| Languages & capture | Insights traceable back to specific participant quotes | AI-powered sentiment analysis of meeting tone |
| Best-fit workflow | MCP integrations with Claude, ChatGPT, Cursor, and Notion | Native Teams add-on with no separate software to install |
Koji
Choose Koji if you need running exploratory discovery interviews without scheduling live calls — strengths include removes scheduling overhead by running many interviews in parallel and asynchronously.
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.
Koji
Summarize by Moodbit
It depends on your workflow. Koji is strong for running exploratory discovery interviews without scheduling live calls, while Summarize by Moodbit is strong for automatically summarizing microsoft teams meetings into the chat. Both transcribe and summarize meetings.
Koji 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.
Yes. Many teams run more than one meeting assistant when the workflows are complementary and the budget is justified.