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. Good Tape: EU-based AI transcription for interviews, meetings, podcasts, lectures, and webinars, with speaker labels and one-click summaries. This comparison weighs them on pricing, features, and everyday workflow fit.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist AILYZE when conducting and transcribing ai-led research interviews at scale matters most, and Good Tape when podcasters producing editable transcripts and subtitles with speaker labels 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.
EU-based AI transcription for interviews, meetings, podcasts, lectures, and webinars, with speaker labels and one-click 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
Good Tape is an automated AI transcription platform that turns audio and video recordings into text across more than 100 languages and accents. It is positioned for journalists, newsrooms, academics, podcasters, legal and consulting professionals, and content creators, and explicitly supports interviews, meetings, podcasts, lectures, and webinars. Users upload files or record directly through its iOS and Android app, which captures high-quality audio and syncs automatically for transcription. The web editor offers synced audio playback that highlights the current word as you read, color-coded speaker labels to distinguish participants, and a one-click AI Summaries feature that generates a clean overview of key points from a transcript. Recordings can be grouped into collections by topic, client, or date, shared with colleagues, and annotated with notes attached to specific moments. Bulk uploading lets teams process many files at once, and transcripts can be exported as subtitle files such as .srt or .vtt for platforms like YouTube and Vimeo. Good Tape emphasizes privacy and compliance: servers are located in the EU, it is GDPR compliant and ISO 27001 certified, files are auto-deleted unless retained, and the company states it never trains its models on user files. Free and paid tiers are available. Pricing varies by plan. Check the official website for current pricing.
Best suited for
AILYZE is a free tier with paid upgrades (freemium); Good Tape is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | AILYZE | Good Tape |
|---|---|---|
| Core capability | AI Avatar Interviewer that autonomously conducts semi-structured voice interviews in multiple languages | AI transcription supporting 100+ languages and accents |
| Standout feature | Audio and video transcription of uploaded files (MP3, WAV, MP4, AVI and more) | Color-coded speaker labels (diarization) |
| Team usage | AI thematic analysis with automated theme extraction and coding | One-click AI summaries of key points |
| Integrations | Content and frequency analysis across data segments | Synced audio playback that highlights words during editing |
| Languages & capture | Chat-with-your-document AI assistant for conversational querying | Bulk uploading and collections for organizing recordings |
| Best-fit workflow | Support for 100+ languages including colloquial dialects | Team sharing and timestamped notes for collaboration |
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.
Good Tape
Choose Good Tape if you need journalists transcribing recorded interviews with source privacy in mind — strengths include strong privacy and compliance posture (eu servers, gdpr, iso 27001, no model training on user files).
AILYZE
Good Tape
It depends on your workflow. AILYZE is strong for conducting and transcribing ai-led research interviews at scale, while Good Tape is strong for journalists transcribing recorded interviews with source privacy in mind. Both transcribe and summarize meetings.
AILYZE is a free tier with paid upgrades and Good Tape is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Sure. Running both makes sense when their strengths don't overlap and the budget allows.
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