Lumenario vs Machine Relations Skill & Plugin

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

Lumenario compared with Machine Relations Skill & Plugin
Detail	Lumenario	Machine Relations Skill & Plugin
What it does	Your 24/7 Growth Team, Delivered as Software	An intervention brief for earning AI citations and recommendations by making your brand legible, retrievable, and credible inside AI-driven discovery
Stage	Startup	Startup
Founded	2026	2024
Based in	IN	Not given
Pricing model	Freemium	Open source
Pricing	Free: Starter plan with 50 daily AI prompts tracked, 1 engine, and 4 Knowledge Nodes a month. Paid plans start at $69/month for Intelligence Basic (150 daily prompts, ChatGPT and Gemini) up to $1,349/month for Pro (90 Knowledge Nodes monthly, 600 daily prompts, 4 engines). Intelligence + Execution p	Not given
Key features	AI visibility tracking across ChatGPT, Perplexity, Claude, and Google AI Overviews Daily AI prompt monitoring and competitor recommendation analysis Automated content research, writing, and fact-checking against approved sources Knowledge Node creation as structured, evidence-backed content assets Autonomous CMS with secure subdomain hosting (no IT friction) Automatic internal linking across approved knowledge Social media posting across multiple platforms with brand approval Technical SEO analysis including broken links and indexability	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
What makes it different	Human control over every brand claim with required approval before publishing No website changes required; publishes to brand-controlled subdomain with zero IT friction All published pages and data remain with the brand even if cancelled Autonomous end-to-end system from discovery through measurement, not just visibility reporting Knowledge Contribution Model scores every claim for novelty, evidence, and usefulness before publishing	Structured intervention framework with evidence-backed alternatives instead of single recommendations Directly integrated with Machine Relations Index for peer-reviewed citation research
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	26 no change since last check	50 +1 (up) since last check
Trust Flow (Majestic)	2	14
Citation Flow (Majestic)	28	45
Referring domains (Majestic)	64	313

6 details filled in for both companies.

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