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Machine Relations Skill & Plugin vs RanklyBee

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

Machine Relations Skill & Plugin compared with RanklyBee
DetailMachine Relations Skill & Plugin logo Machine Relations Skill & PluginRanklyBee logo RanklyBee
What it doesAn intervention brief for earning AI citations and recommendations by making your brand legible, retrievable, and credible inside AI-driven discovery One platform for SEO, backlinks, AI visibility and leads
StageStartup Not given
Founded2024 Not given
Based inNot given GB
Pricing modelOpen source Not given
PricingNot given Free: Search Console reports for one website. Starter: $79/month (or $950 billed yearly). Growth: $239/month (or $2,870 billed yearly). Scale: $799/month (or $9,590 billed yearly).
Key features
  • Evidence-backed intervention briefs with multiple decision alternatives
  • Separate checks for execution and outcome testing
  • Integration with Machine Relations Index (MRI) for source research
  • MCP connection for developers and REST API access
  • Source-fit shortlists and publication recommendations
  • GEO, AEO and AI visibility assessment
  • Bounded content and discovery investigation
  • Research asset application and outcome measurement
  • Public category and source evidence without invented certainty
  • AI-powered article drafting in your style with approval workflow
  • Backlink outreach with personalized pitches from your inbox
  • Lead discovery from Reddit, X, LinkedIn, Hacker News, Bluesky and more
  • Search Console insights with content decay and click-through rate optimization
  • Lead scoring from 0 to 100 against ideal customer profiles
  • Webhook integration for CRM and automation tools like Make and Zapier
  • One shared website profile across all modules
  • Free Search Console reports with 16 months of history
What makes it different
  • Structured intervention framework with evidence-backed alternatives instead of single recommendations
  • Directly integrated with Machine Relations Index for peer-reviewed citation research
  • All modules share one site profile, so features work together as a connected workflow
  • Human approval required on every article and outreach email before it goes out
  • AI visibility tracking across up to 6 AI engines including ChatGPT, Gemini, Claude, and Perplexity
  • Lead discovery monitors 10 social platforms with automated scoring against buyer profiles
  • No PBNs or link farms; focuses on real editorial links and guest posts
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)50 +1 (up) since last check10 +1 (up) since last check
Trust Flow (Majestic)140
Citation Flow (Majestic)4517
Referring domains (Majestic)3137

3 details filled in for both companies.

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