Drop 500 videos. AI extracts, scores, and organizes the best content. Export to Obsidian, PDF, or any format.
From raw source to structured knowledge in three steps.
Pull media from 8 platforms. YouTube, Instagram, TikTok, Spotify, Vimeo, X. Entire channels. Entire playlists. 100+ URLs at once.
Real transcription via Whisper or AssemblyAI. Speaker diarization. 90+ languages. Not YouTube captions, actual audio-to-text.
AI pulls exactly what matters: quotes, frameworks, contradictions, teaching moments. 250+ prompts tuned per profession. Organize, select, export.
Google's NotebookLM is great for a single source. But it can't bulk-process, can't do custom extraction, can't export structured data, and can't handle 8 platforms. When you need to go from 50 interviews to organized, themed, exportable knowledge, that's a different tool.
See the full comparisonEight steps from raw source to finished output. No other tool does this.
Paste URLs from 8 platforms. Channels, playlists, 100+ URLs at once.
4 engines, speaker diarization, 90+ languages.
AI-powered transcript cleanup. Rename speakers, fix errors, waveform editor.
Two modes: Preserve exact words (for books) or Distill ideas (for research). 250+ prompts across 10 professions. Or let AI design a custom prompt for your goal.
AI scores every block 1-5, suggests Keep/Star/Trash. One click to approve. Finds duplicates across sources. Semantic clustering groups content by theme.
Fine curation. AI compares similar pieces side by side, explains which is stronger and why. Star the best of the best.
Assemble final output: book chapters, course modules, evidence tables, contradiction matrices. Whatever your deliverable needs to be.
Export to Obsidian (wikilinks, frontmatter, tags), PDF, DOCX, JSON, Markdown, TXT. One click to your knowledge vault.
The AI does the heavy lifting. You make the creative decisions.
Not a summarizer. An intelligent content platform that understands what you need.
"I have 200 depositions, need contradictions." The AI reads your capabilities, asks questions, and plans your entire workflow. Step by step. No learning curve.
AI scans your content ($0.02), then designs a precision prompt for your exact deliverable. Contradiction matrices. Evidence tables. Course curricula. Not generic summaries.
Scores every block 1-5. Suggests Keep, Star, or Trash. Explains reasoning. Finds duplicates across sources. You review and approve in one click.
No manual required. Describe what you have, what you need. The AI Guide does the rest.
Works for any goal. "I need a course from 100 expert interviews." "Find contradictions in 30 depositions." "Build a knowledge base from 50 lectures." The AI Guide reads your content and plans everything.
The Style Library: 10 profession-specific extraction lenses, 25 prompts each. Every prompt designed for how that profession actually works.
Researcher, Student, Legal, Medical, Psychology, Filmmaker, Course Creator, Influencer, Journalist, Author. Each with prompts built for their workflow.
Write your own extraction logic. Refine iteratively until the output matches what you need. Save as presets for reuse.
See the estimated LLM cost before you run any extraction. No surprises on your API bill.
Two extraction modes. Preserve keeps exact words (books, legal). Distill extracts ideas and rewrites for clarity (research, courses). Same pipeline, different brain.
Every block rated 1-5 with one-line reasoning. Duplicates detected across sources. Approve AI's picks in one click or override manually.
One click. Wikilinks, YAML frontmatter, tags, source attribution. Your curated content lands in your vault as a connected knowledge graph.
Each style extracts differently because each profession needs different things from the same source material.
Findings, methodology gaps, citations, contradictions, evidence strength ratings. From 30 lectures to a literature review.
Hot takes, shareable quotes, hooks, viral moments, controversial opinions. 20 podcasts become 200 content pieces.
Core concepts, definitions, exam-worthy quotes, counterarguments, study summaries. Record lectures, export study guides.
Voice examples, metaphors, storytelling techniques, thematic threads. Extract the craft from interviews with authors you admire.
Statements of fact, admissions, contradictions, timeline events, witness quotes with timestamps. Deposition review in minutes.
Emotional beats, visual moments, key dialogue. AI finds the 20 strongest moments in 200 hours of footage with timecodes. Copy to Premiere or DaVinci.
Diagnostic criteria, dosages, clinical protocols, treatment outcomes. 500 lectures become a structured evidence table with citation chains.
XTC extracts the actual content. Every quote, every framework, every contradiction.
| Feature | XTCStudio | NotebookLM | Otter.ai |
|---|---|---|---|
| Bulk processing (50+ sources) | ✓ | ✗ | ~ |
| Real transcription (Whisper) | ✓ | ✗ | ✗ |
| Custom extraction per profession | ✓ | ✗ | ✗ |
| Export to Obsidian / JSON / MD | ✓ | ✗ | ~ txt |
| Data stays on your machine | ✓ | ✗ | ✗ |
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