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hrefStack vs Willow

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

hrefStack compared with Willow
DetailhrefStack logo hrefStackWillow logo Willow
What it doesAI agent that grows your search traffic through autonomous SEO content research, writing, publishing, and ranking tracking AI speech-to-text dictation software for Mac, Windows, and iPhone
StageStartup Not given
Founded2024 Not given
Based inNot given Not given
Pricing modelFreemium Not given
PricingFree plan: 10,000 words per month, no credit card required. Starter plan: $45 per month for 100,000 words per month. Pro plan: $69 per month for unlimited words. All plans include AI images, CMS publishing, and AI Agent access. Yearly billing available with 17% savings. 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
  • Autonomous keyword and competitor-gap research
  • Publication-ready article writing with six-dimension quality self-audit
  • Scheduled publishing to your CMS including WordPress, Shopify, Wix, Ghost, and Sanity
  • Google ranking and AI-search citation tracking across ChatGPT, Perplexity, and Google AI Overviews
  • Automatic refresh of underperforming content
  • Content calendar planning
  • Full editorial control with approval gates before publication
  • 10 free SEO tools with no signup required
  • 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
  • AI employee that executes the full content pipeline, not a writing assistant that produces drafts
  • Optimization for both traditional search engines and AI-powered discovery surfaces like ChatGPT and Perplexity
  • Grounded in your actual search data with full Search Console integration
  • Multi-surface AI visibility tracking across rankings, AI Overviews, ChatGPT, and Perplexity citations
  • 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)15 −1 (down) since last check61 +1 (up) since last check
Trust Flow (Majestic)2111
Citation Flow (Majestic)2741
Referring domains (Majestic)91962

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