Extract intelligence from any content
Articles, products, videos, podcasts, PDFs -- if it exists online, LinkLoom extracts every fact, quote, statistic, and relationship. Not summaries. Structured intelligence.
Your YouTube video becomes a blog post becomes a thread -- automatically.
- ✓ One piece of source material fuels five channels
- ✓ Each output is formatted for where it's being published
- ✓ Stop losing hours to copy-paste repurposing
See what the engine pulls out
Three source types. Three completely different extraction profiles. Same depth.
- Full transcript (12,400 words)
- 8 chapter markers
- 14 key quotes
- 3 product comparisons
- Speaker identification
- Embedded links
- Abstract
- Methodology
- 9 statistical findings
- 4 charts as data tables
- 22 citations
- Author credentials
- Limitations section
- Product title
- $149.99 price
- 47 specifications
- 4.3★ from 2,847 reviews
- Pros/cons from review analysis
- Comparison data vs 3 competitors
Drop in any of these and watch the magic happen
Articles & Blog Posts
News, blog posts, research papers, and documentation transformed into fresh perspectives.
E-Commerce Products
Amazon, Shopify, eBay, and product catalog URLs become comprehensive reviews and buying guides.
Video Content
YouTube, Vimeo, webinars, and online courses transcribed and rewritten as articles with key takeaways.
Podcasts & Audio
Podcast episodes, interviews, and lecture recordings become blog posts, show notes, and summaries.
Books & Publications
Generate reviews, summaries, and analysis from books, albums, magazines, and academic papers.
Image Galleries
Create narrative content and rich descriptions from photo collections and portfolios.
RSS & News Feeds
Aggregate and transform news from multiple feeds into curated, on-brand content.
Any Web Page
Process virtually any public web page to extract and repurpose valuable content.
Three sources converge into one article
LinkLoom doesn't just concatenate. It identifies what each source uniquely contributes and weaves them into a unified narrative.
Industry report on AI adoption
Expert interview podcast
Competitor's blog post on the topic
The Complete Guide to AI Adoption in 2025
Speed by source type
Full extraction -- not just scraping -- measured from URL input to structured output ready.
What basic scraping misses
Most tools give you text. LinkLoom gives you structured intelligence.
Frequently asked questions
How does source detection work?
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LinkLoom inspects the URL, content type headers, page structure, and embedded metadata to classify the source — article, product, video, podcast, gallery, etc. — then routes it to the appropriate extractor optimized for that format.
Does it work with paywalled content?
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Public URLs work directly. For paywalled or login-gated sources, you can paste the raw text, upload a PDF/DOCX, or supply a transcript and LinkLoom will process it the same way.
How accurate is video and podcast transcription?
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Built on best-in-class speech-to-text models with 99%+ accuracy on clear audio. Speaker diarization, timestamps, and chapter detection are included.
Can I process multiple sources at once?
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Yes. Batch mode accepts up to 50 URLs per run on standard plans and unlimited on Business+. Each source is processed in parallel and results land in one workspace.
What languages are supported?
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Source extraction and output generation support 50+ languages including English, Spanish, French, German, Portuguese, Italian, Dutch, Japanese, Korean, Chinese (Simplified & Traditional), Hindi, Arabic, and more.
Is there a file size limit?
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Standard uploads support up to 100MB per file (PDF, DOCX, MP3, MP4). Business+ plans support up to 2GB and chunked processing for long videos and audiobooks.
Can I process sources in bulk?
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Yes. Paste up to 50 URLs at once, upload a CSV of URLs, or connect an RSS feed for automatic processing. Each source is handled in parallel — results arrive as they complete, and you can monitor progress from the batch dashboard. Business+ plans support unlimited batch size.
How does LinkLoom handle conflicting information across multiple sources?
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When multiple sources disagree on a fact, statistic, or claim, LinkLoom flags the conflict inline and presents each source's version side by side. You can choose which source to trust, let AI pick the most-cited version, or include both perspectives in the final output. The conflict resolution log is saved so you have a full audit trail of editorial decisions.
Ready to extract intelligence from any content?
Start processing content from any source in seconds.