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Automatically scans your content for outdated dates, stale statistics, and references that have aged out.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
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 answers your customer’s questions.
For Marketing Teams
Markup AI's AEO and GEO agents help marketers scale content creation without losing brand voice or search visibility. Acting as automated editorial safeguards, they structure content to support AI overviews, answer user questions directly, and flag outdated information — so every piece earns both human and AI trust.
For Tech Docs Teams
Technical writers integrate Markup AI directly into their documentation workflow to keep content clear, accurate, and compliant. It matches structure to scannability, cuts off-topic tangents, and flags stale links or outdated version references — keeping your knowledge base trusted and reliable.
ROI Value Impact Calculator
Simply input your number of writers, working hours, and hourly rates to see an estimate on your efficiency gains.
Our ROI calculator turns performance gains into projected annual savings based on customer impact, giving you an estimated view of your opportunity.
Conservative Annual Savings
Put our AI Visibility Agents to work.
Start your 30-day trial to see the agents in action directly in Google Docs.