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Oswin Data vs BookScribi

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Oswin Data compared with BookScribi
Detail Oswin DataBookScribi logo BookScribi
What it doesDatasets for RAG, fine-tuning and training built from public sources AI book writer for non-fiction and poetry
StageNot given MVP
FoundedNot given Not given
Based inNot given Not given
Pricing modelPaid Freemium
PricingWeb Corpus: starter sets from $49 (250,000-500,000 documents); shelf corpora from $99-$199 per shelf (one-time license); Everything (full crawl) $3,000 one-time; Whole Library (all builds for one year) $5,000 per year. Reference Collections: Encyclopedia $1,200 commercial or $349 research (one-time) Not given
Key features
  • Web corpus with 100.7M documents and 105B tokens from Common Crawl
  • Documents scored with Bear Rank and shelved by subject
  • 15 million encyclopedia entries with sources and model attribution
  • 200 million synthetic Q&A records with metadata
  • Delivered as JSONL and Parquet formats
  • Free samples available on Hugging Face
  • Command-line client with resumable downloads and SHA-256 verification
  • Statistics collection with 7,000 topics and 140,000 figures
  • Glossaries for 10,000 topics with one million definitions
  • Book Q&A dataset with 8,000 titles for reading comprehension
  • AI-powered content generation
  • Multilingual support
  • Amazon KDP-ready formatting
  • Automatic structure and outline generation
  • Quick book generation
  • Intuitive user interface
  • Multiple book type support
  • Export in DOCX and PDF formats
What makes it different
  • All datasets built only from public sources with full provenance tracking
  • Every record includes source attribution and licensing information
  • Eight curated subject shelves for targeted corpus selection
  • Flexible purchasing: buy individual shelves, slices, or entire library
  • Over 4 TB of clean, deduplicated text ready for machine learning
  • Create complete books in minutes without writing a single word
  • AI handles everything from idea to polished manuscript
  • Full commercial rights to generated content
  • Instantly ready for KDP and other platforms
  • Scale production to generate multiple titles quickly
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check16 +1 (up) since last check
Trust Flow (Majestic)53
Citation Flow (Majestic)2827
Referring domains (Majestic)69105

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