Willow vs Bibby AI

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

Willow compared with Bibby AI
Detail	Willow	Bibby AI
What it does	AI speech-to-text dictation software for Mac, Windows, and iPhone	AI-powered LaTeX editor for researchers to write, cite, and publish papers faster
Stage	Not given	Startup
Founded	Not given	2024
Based in	Not given	Not given
Pricing model	Not given	Freemium
Pricing	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	Free Plan: 2 projects, 30 compiles, 2 AI completions per month, basic templates; Research Pro: $16/month (or $14/month billed annually) with unlimited AI features, collaboration, grammar checking, deep research, and priority support. 14-day money-back guarantee on Pro.
Key features	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	Deep research across 200M+ papers and patents AI writing assistant for equations and arguments Real-time collaborative editing AI paper review with venue-style feedback 500+ venue templates Free LaTeX tools: converters, validators, equation from image GitHub sync and version history
What makes it different	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	Unified AI co-author across the entire research workflow from discovery to publication Search 200M+ papers and patents with AI understanding of claims and methods Rich text editing that outputs real LaTeX without learning syntax Auto-fix broken LaTeX compiles before you notice
Community votes	0	0
DR (Domain Rating by Ahrefs)	61 +1 (up) since last check	27 no change since last check
Trust Flow (Majestic)	11	15
Citation Flow (Majestic)	41	30
Referring domains (Majestic)	962	86

4 details filled in for both companies.

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