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. Fellow: Fellow is an AI meeting assistant that records, transcribes, and summarizes meetings across Zoom, Google Meet, Teams, and Webex, with automatic action items and an AI agent for follow-ups. Below, they line up on price, capture method, and how each fits a real meeting stack.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist AILYZE when conducting and transcribing ai-led research interviews at scale matters most, and Fellow when recording and summarizing sales calls with automatic salesforce or hubspot updates matters most. Test each on your own meetings; the right choice tends to become obvious quickly.
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.
Fellow is an AI meeting assistant that records, transcribes, and summarizes meetings across Zoom, Google Meet, Teams, and Webex, with automatic action items and an AI agent for follow-ups.
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
Fellow (fellow.ai, formerly fellow.app) is an AI meeting assistant focused on privacy and security. It records and transcribes meetings with real-time transcripts in 90+ languages, generates structured summaries, and automatically extracts and assigns action items. Recordings can run with a visible bot or "botless" directly from the desktop apps (Mac/Windows), and mobile apps capture in-person conversations. Its AskFellow AI agent searches across meetings you have access to, then drafts follow-up emails, memos, and CRM updates. Fellow works with Zoom, Google Meet, Microsoft Teams, Webex, Slack Huddles, phone calls, and in-person meetings, and integrates with 50+ tools including Salesforce, HubSpot, Asana, Jira, Linear, Notion, Confluence, Slack, and Zapier. It offers SOC 2, HIPAA, and GDPR compliance. The free plan includes a lifetime cap of 5 AI notes and 5 AI recordings per user.
Best suited for
AILYZE is a free tier with paid upgrades (freemium); Fellow is from $7/mo (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | AILYZE | Fellow |
|---|---|---|
| Core capability | AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages | AI transcription |
| Standout feature | Audio and video transcription of uploaded files (MP3, WAV, MP4, AVI and more) | Meeting summaries |
| Team usage | AI thematic analysis with automated theme extraction and coding | Action item tracking |
| Integrations | Content and frequency analysis across data segments | Botless recording |
| Languages & capture | Chat-with-your-document AI assistant for conversational querying | AskFellow AI agent |
| Best-fit workflow | Support for 100+ languages including colloquial dialects | AI transcription |
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.
Fellow
Choose Fellow if you need automatically capturing notes, decisions, and action items during recurring team meetings — strengths include records and transcribes across zoom, google meet, teams, webex, plus phone and in-person meetings.
AILYZE
Fellow
It depends on your workflow. AILYZE is strong for conducting and transcribing ai-led research interviews at scale, while Fellow is strong for automatically capturing notes, decisions, and action items during recurring team meetings. Both transcribe and summarize meetings.
AILYZE is a free tier with paid upgrades and Fellow is from $7/mo. Check each vendor's pricing page for the latest plans and free-tier limits.
Often yes: teams combine tools when one handles capture and another handles analysis.
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