AILYZE: AILYZE is an AI qualitative data analysis platform that transcribes interviews and conducts autonomous AI voice interviews, then generates themes, summaries, and insights from the resulting text. Fathom: AI meeting assistant with a generous free tier — unlimited recording and transcription plus instant AI summaries. 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 AILYZE when conducting and transcribing ai-led research interviews at scale matters most, and Fathom when sales teams using summary templates matters most. Run both through a week of actual calls to see which suits your workflow.
AILYZE is an AI qualitative data analysis platform that transcribes interviews and conducts autonomous AI voice interviews, then generates themes, summaries, and insights from the resulting text.
AI meeting assistant with a generous free tier — unlimited recording and transcription plus instant AI summaries.
AILYZE is a web-based AI platform for qualitative data analysis, built primarily for researchers, academics, and organizations working with unstructured data. Beyond analyzing uploaded text, it offers an AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages, capturing participant responses and automatically transcribing them. Users can also upload audio and video files (such as MP3, WAV, MP4, and AVI) for transcription, after which the transcripts can be analyzed alongside documents. Once data is captured, AILYZE applies AI-driven thematic analysis, content and frequency analysis, cross-segment comparison, summarization, and a chat-with-your-document feature, producing reports and visualizations. It accepts documents (PDF, DOCX) and spreadsheets (XLSX, CSV) and supports 100+ languages, including colloquial dialects. The product emphasizes data security, stating uploaded data is encrypted and not used to train its models. It is used by academic researchers, universities, healthcare organizations, and non-profits, and is accessed entirely through the browser without local installation.
Best suited for
Fathom (fathom.ai) records, transcribes, and summarizes meetings across Zoom, Google Meet, and Microsoft Teams. Its free plan is unusually generous: unlimited recording and transcription with instant AI summaries. Paid plans add 15+ summary templates (BANT, Sandler, etc.), AI action items, CRM sync (HubSpot, Salesforce), and a bot-free capture option (beta on Mac).
Best suited for
AILYZE is a free tier with paid upgrades (freemium); Fathom is from $16/mo (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | AILYZE | Fathom |
|---|---|---|
| Core capability | AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages | Unlimited free recording |
| Standout feature | Audio and video transcription of uploaded files (MP3, WAV, MP4, AVI and more) | AI summary templates |
| Team usage | AI thematic analysis with automated theme extraction and coding | Bot-free option (Mac beta) |
| Integrations | Content and frequency analysis across data segments | CRM sync |
| Languages & capture | Chat-with-your-document AI assistant for conversational querying | Unlimited free recording |
| Best-fit workflow | Support for 100+ languages including colloquial dialects | AI summary templates |
AILYZE
Choose AILYZE if you need conducting and transcribing ai-led research interviews at scale — strengths include combines interview capture, transcription, and qualitative analysis in one web-based platform.
Fathom
Choose Fathom if you need solo users and small teams wanting the most generous free recording — strengths include unlimited recording and transcription on the free plan.
AILYZE
Fathom
It depends on your workflow. AILYZE is strong for conducting and transcribing ai-led research interviews at scale, while Fathom is strong for solo users and small teams wanting the most generous free recording. Both transcribe and summarize meetings.
AILYZE is a free tier with paid upgrades and Fathom is from $16/mo. 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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