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. Notably: Notably is an AI-powered qualitative research platform that transcribes interview recordings and analyzes notes, transcripts, and other research data into themes and insights. 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 Notably when synthesizing qualitative data into themes and insights for market research and agencies matters most. Try them side by side on real calls before deciding — needs vary by team.
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.
Notably is an AI-powered qualitative research platform that transcribes interview recordings and analyzes notes, transcripts, and other research data into themes and insights.
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
Notably is an end-to-end qualitative research platform built for analyzing and synthesizing research data rather than capturing live meetings. Teams import diverse inputs—video and audio interview recordings, written notes, usability test recordings, and survey exports—into a centralized research repository. Its interview transcription feature imports cloud recordings and transcribes video and audio so researchers can analyze the spoken content. Notably's AI then automates much of the synthesis: it generates highlights and tags, surfaces themes, produces insight summaries, and can run sentiment analysis across an entire study. A library of customizable AI templates supports stages of the research process, from thematic analysis to persona creation, user journeys, and reporting with AI-generated visuals. Notably is aimed at UX and product researchers, market researchers, agencies, design strategists, academics, and consultants who already have collected data and want faster time-to-insight. Notably does not recruit participants, run surveys, or conduct interviews itself; it focuses on analysis and the research repository. It is a web-based, end-user SaaS product.
Best suited for
AILYZE is a free tier with paid upgrades (freemium); Notably is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | AILYZE | Notably |
|---|---|---|
| Core capability | AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages | Interview transcription from imported video and audio recordings |
| Standout feature | Audio and video transcription of uploaded files (MP3, WAV, MP4, AVI and more) | AI-generated highlights and tags on transcripts |
| Team usage | AI thematic analysis with automated theme extraction and coding | Automatic theme extraction and insight summaries |
| Integrations | Content and frequency analysis across data segments | Sentiment analysis across an entire study |
| Languages & capture | Chat-with-your-document AI assistant for conversational querying | Customizable AI research templates (thematic analysis, personas, journeys) |
| Best-fit workflow | Support for 100+ languages including colloquial dialects | Centralized qualitative research repository with interactive reports |
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.
Notably
Choose Notably if you need transcribing and analyzing user interview recordings for ux and product research — strengths include strong ai automation reduces manual tagging and synthesis time.
AILYZE
Notably
It depends on your workflow. AILYZE is strong for conducting and transcribing ai-led research interviews at scale, while Notably is strong for transcribing and analyzing user interview recordings for ux and product research. Both transcribe and summarize meetings.
AILYZE is a free tier with paid upgrades and Notably is a free tier with paid upgrades. 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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