Meet Our
AI Visibility Guardian Agents
Beta agents from the Markup AI Labs: Optimize your content to be easily found, cited, and accurate in LLMs.
Why your team needs AI Visibility Agents
Search has changed. Users aren't clicking links anymore — they're getting answers straight from AI. If your content isn't delivering quality content structured for how LLMs think, your brand will be left behind.
How the AI Visibility Agents work
AI search tools and LLMs prioritize content that is authoritative, well structured, and fresh. Our specialized AI Visibility agents plug directly into your existing CMS, LLM outputs, and content creation workflows. They enforce these exact standards before you publish. This improves the likelihood of being cited in AI overviews and being referenced in AI answer engines
The impact of AI Visibility Agents
The AI Visibility Agents currently in beta orchestrate content checking to improve content across several writing categories:
Snippet Readiness
Evaluates whether your informational statements contain enough context to be cited in AI overviews.
Freshness Agent
Automatically scans your content for outdated dates, stale statistics, and references that have aged out.
Source Authority
Checks that claims, quotes, and statements are properly attributed. LLMs favor content they can verify.
Q&A
Analyses whether each section of your content actually answers the question its heading poses.
What your team gets with the AI Visibility Agents
Better LLM citing and referencing for all of your writers.
Not every writer is an SEO, AEO, and GEO expert, and they don’t need to be. Keep your writers doing what they do best and let Markup AI make sure it's ready for AI search. Whether your content is human created or AI generated, your goal is to make sure it meets best practices to answer your customer’s questions.
Your brand gets found, cited, and referenced. That’s the point.
For Marketing Teams
Markup AI’s AEO and GEO agents empower content marketers to scale content creation without losing the brand's unique human touch or search ranking. Our Content Guardian Agents act as automated editorial safeguards, finding opportunities to improve content for better LLM citing. This makes sure content is structured to support AI overviews, position to answer user questions directly, and avoid outdated and old information that detracts from both human and AI trust.
For Tech Docs Teams
Technical writers integrate Markup AI directly into their documentation to make sure content is clear, accurate, and compliant. Streamline the writing and publishing process so articles get straight to the point, matching scannability and structure with concise answers that eliminate frustrating, off-topic tangents. Writers easily identify deprecated information by automatically finding stale links or outdated version years. This keeps your knowledge base trusted and reliable.
ROI Value Impact Calculator
Simply input your number of writers, working hours, and hourly rates to see how efficiency gains.
Our ROI calculator turns performance gains into projected annual savings, giving you a concrete, data-backed view of your opportunity.
Conservative Annual Savings
Get ready to run your AI Visibility Agents
Join our priority access to be among the first marketers to run our new agents
