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Yahini vs Oswin Data

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

Yahini compared with Oswin Data
DetailYahini logo Yahini Oswin Data
What it doesContent strategy and workflows built on your brand Datasets for RAG, fine-tuning and training built from public sources
StageNot given Not given
FoundedNot given Not given
Based inRO Not given
Pricing modelFreemium Paid
Pricing15-day free trial with limited credits for testing. Free plan available with 5 keyword imports and corresponding briefs. Paid plans available with monthly AI credits (example: 60 AI credits per month mentioned). Fair-use refund policy: full refund within 15 days if fewer than 10 briefs generated. Li Web 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)
Key features
  • Brand Intelligence analysis learns your products, positioning and competitive landscape from your website
  • Automated keyword research with funnel stage mapping (TOFU/MOFU/BOFU)
  • AI-generated strategic content briefs with competitive positioning
  • Competitive SERP analysis and gap identification
  • AI-generated first drafts ready for team refinement
  • Content workflow management with assignment tracking and collaboration
  • Editable Brand Intelligence profile with positioning customization
  • Integrated AI agents for research, strategy, briefs and drafts
  • Monthly AI credits system shared across projects
  • Brand-consistent content generation across all outputs
  • 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
What makes it different
  • Strategy-first platform combining research, planning and execution in one workspace
  • Automatic keyword mapping to buyer journey stages (TOFU/MOFU/BOFU)
  • Competitive positioning analysis integrated into every brief
  • No prompt engineering required - business context embedded from day one
  • 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
Community votes00
DR (Domain Rating by Ahrefs)20 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)195
Citation Flow (Majestic)1928
Referring domains (Majestic)17369

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