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. Screenpipe: Screenpipe is an open, local-first desktop app that records your screen and audio, transcribes calls on-device with Whisper, and auto-generates meeting summaries with action items. Here's where each one pulls ahead on pricing, features, and the meetings it suits best.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist AILYZE when conducting and transcribing ai-led research interviews at scale matters most, and Screenpipe when building a searchable, private record of meetings and screen activity to recall past discussions and decisions 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.
Screenpipe is an open, local-first desktop app that records your screen and audio, transcribes calls on-device with Whisper, and auto-generates meeting summaries with action items.
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
Screenpipe is a local-first, source-available desktop application that continuously captures your screen and audio to build a private, searchable AI memory of your computer activity. For meetings, it records microphone and system audio in the background and transcribes in real time using OpenAI's Whisper model running locally, so calls from any app that plays through your speakers, including Zoom, Google Meet, Microsoft Teams, and Slack huddles, are captured without a bot joining the call. It supports speaker diarization and many languages. When a meeting ends, a meeting-summary pipe can generate structured notes, including a short bullet summary, action items per person, and decisions plus next steps, and write them to destinations such as Obsidian, Notion, or Apple Notes. Because capture, text extraction, transcription, and search can run entirely offline, data stays in a local database on your device, with options to redact PII and exclude specific apps or windows. Screenpipe also runs as an MCP server, letting AI assistants query your history. It is aimed at engineers, researchers, and privacy-conscious professionals. It runs on macOS, Windows, and Linux.
Best suited for
AILYZE is a free tier with paid upgrades (freemium); Screenpipe is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | AILYZE | Screenpipe |
|---|---|---|
| Core capability | AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages | On-device screen and audio recording that captures system audio from any app, including Zoom, Google Meet, Teams, and Slack huddles |
| Standout feature | Audio and video transcription of uploaded files (MP3, WAV, MP4, AVI and more) | Local real-time transcription using OpenAI's Whisper model, with speaker diarization and multi-language support |
| Team usage | AI thematic analysis with automated theme extraction and coding | Automatic meeting summaries with bullet recap, action items per person, and decisions plus next steps |
| Integrations | Content and frequency analysis across data segments | Writes structured notes to destinations like Obsidian, Notion, and Apple Notes via configurable pipes |
| Languages & capture | Chat-with-your-document AI assistant for conversational querying | Fully offline operation with local storage, on-device PII redaction, and app/window/URL exclusions |
| Best-fit workflow | Support for 100+ languages including colloquial dialects | Runs as an MCP server so AI assistants and clients can query your screen and audio history |
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.
Screenpipe
Choose Screenpipe if you need automatically capturing and summarizing video calls across zoom, meet, and teams without a meeting bot — strengths include privacy-first: capture, transcription, and search can run entirely on-device with no cloud dependency.
AILYZE
Screenpipe
It depends on your workflow. AILYZE is strong for conducting and transcribing ai-led research interviews at scale, while Screenpipe is strong for automatically capturing and summarizing video calls across zoom, meet, and teams without a meeting bot. Both transcribe and summarize meetings.
AILYZE is a free tier with paid upgrades and Screenpipe 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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