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Scifocus vs Willow

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

Scifocus compared with Willow
DetailScifocus logo ScifocusWillow logo Willow
What it doesAI-powered research assistant for academic writing and scientific discovery AI speech-to-text dictation software for Mac, Windows, and iPhone
StageStartup Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Not given
PricingFree tier with 800 words. Paid plans: Basic $6.99/month (10,000 words/month for Daily Academic Toolkit, 5,000 for Research Assistant Pro); Pro $10.99/month (50,000 words/month for Toolkit, 7,500 for Pro); Ultimate $35.99/month (unlimited Toolkit access, 15,000 words/month for Research Assistant Pro Basic (Free): Unlimited Frontier Mini model, limited personalization, 20 Scribe uses per week. Pro: $15/month ($12/month annual, save 20%), includes Frontier Pro model, unlimited Scribe usage. Business: $35/month ($28/month annual), adds enforced privacy mode, SOC 2 Type II, HIPAA compliance, team c
Key features
  • Literature review tools to find and organize relevant research
  • Note-taking and mind-mapping features for organizing research insights
  • Essay and academic writing assistance
  • Support for responding to reviewer comments and revisions
  • Grammar checker and citation format conversion
  • Paraphrasing tools for original content creation
  • Over 50 modules in Daily Academic Toolkit for essay and research support
  • Research Highlights Extractor and Content Fusion tools
  • Multiple AI model integration with seamless switching
  • End-to-end encryption and advanced security measures
  • Smart formatting removes filler words, fixes punctuation, and formats automatically
  • 3x more accurate than built-in dictation with 200ms response time
  • Style-matching learns how you write and adapts to your tone
  • Auto-learning dictionary remembers names, product terms, and abbreviations
  • Shortcuts save phrases and insert them instantly with commands
  • Over 100 languages supported
  • Whisper mode handles background noise and fast speakers
  • Offline mode dictates without internet connection
  • Works in any app including Gmail, Slack, Notion, Cursor, iMessage
  • Scribe AI transforms rough thoughts into polished writing in your voice
What makes it different
  • Grounded in scientific expertise with content trained on scholarly articles and STM knowledge
  • Comprehensive all-in-one platform covering entire research lifecycle from idea to publication
  • User data ownership and privacy protection without using inputs to train base models
  • Model-agnostic flexibility allowing seamless switching across different LLMs
  • Journal-standard output optimization for publication-ready academic content
  • 4x faster writing across every app
  • Reclaims 5 hours of productivity every week
  • Only 3 seconds to start, becomes a habit in a week
  • SOC 2 Type II certified with HIPAA compliance and zero data retention
  • Privacy-first with enforced privacy mode protecting voice and text
Community votes00
DR (Domain Rating by Ahrefs)6 no change since last check61 +1 (up) since last check
Trust Flow (Majestic)711
Citation Flow (Majestic)2741
Referring domains (Majestic)63962

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