GEO Infrastructure Features
# Better AI visibility without turning your team into infrastructure specialists
Legible helps your content get discovered, cited, and reused by AI systems while giving your team a practical path from website content to support answers and chat experiences.
Last updated March 23, 2026
Content delivery
# Give AI a cleaner version of your best content
AI models have a limited budget for every page they read, measured in tokens. A typical webpage wastes 15,000+ tokens on navigation, scripts, and formatting noise. Legible strips all of that away and delivers your content as clean Markdown in about 2,800 tokens. AI can read 5x more of your content in the same budget.
Why this matters
You don't configure this by hand. Connect your CMS and Legible handles the cleaner delivery layer automatically while your team keeps publishing as usual.
Save context window space. Stop wasting LLM context on nested divs, inline styles, and scripts. Deliver pure, semantic Markdown that AI models easily parse.
Analytics
# Show exactly how AI systems interact with your content
See which AI systems read your content, what they request, and how your AI visibility changes over time. That gives marketing teams something measurable and gives technical teams something concrete to validate.
Why this matters
AI traffic has been a black box. Legible makes it reportable, so you can explain progress internally instead of relying on guesswork.
Live crawler activity
# Show teams what AI visibility looks like when it is actually happening
Legible customers can see which AI systems are reading their content. Watch crawler names appear in motion and see the kind of visibility the product makes possible.
A simple, scan-friendly view of which AI systems are reading content, which pages they touch, and how visible your site is becoming across the AI ecosystem.
Crawler names and page reads in one simple view
Read /compare/cloudflare
Read /faq/shipping
Read /docs/proxy-free-setup
Read /integrations/intercom
Read /blog/ai-visibility-guide
Discovery
# Make your site easier for AI systems to discover
Legible generates and maintains the AI discovery files for you, so your content is easier to find without giving your team another manual SEO-style workflow to manage.
AI access control
# Stay visible without giving up control
Set sensible defaults for how AI can use your content. Allow summaries, require citations, and limit training use while still making your brand discoverable where it matters.
Flexibility
# Use one system across every important content type
Blog posts, FAQs, docs, product pages, and case studies can all feed the same AI-ready layer. That means your team does not have to solve discoverability and chat readiness one content type at a time.
Blog posts
Your articles and stories, AI-readable.
FAQs
Quick answers AI can reference.
Documentation
Help articles and guides.
Products
Descriptions and specs.
Case studies
Success stories and examples.
And more
Any collection your CMS supports.
Always current
# Publish and forget. Legible keeps up.
When your team publishes or updates content, Legible keeps the AI-ready version current automatically. No manual resyncing, no extra operational work, and no stale chatbot answers.
Instant updates
Every change to your CMS content is reflected in Legible's AI-ready version within seconds. Your content is always current, so AI systems always see the latest version.
Auto-configuration
# Your team gets the outcome. Legible handles the stack.
AI visibility is not one setting. It is a stack of files, headers, and policies that need to stay aligned. Legible handles that complexity so non-technical teams can still move quickly.
Legible generates and maintains every configuration automatically, from robots.txt directives to Vary headers to structured data. When your content changes, the entire stack updates within seconds.
Smart visibility presets
Choose how much AI systems can see and use. Each preset configures the entire technical stack coherently. No partial configurations, no drift.
AI Visibility Stack
Everything Legible generates and maintains
Content Chat
# Turn your website into answers your team can trust
Legible turns your content into a live knowledge layer you can test in natural language. Ask real customer questions, see what your site can answer, and spot content gaps before they become support tickets.
Use it to test how well your content answers real customer questions. Then deploy the same content layer into Intercom, Zendesk, or a custom build when you are ready.
From testing to production in one click
Every Legible account includes Content Chat. Start by asking your website questions to audit your content quality. When you're ready, flip the switch and your content powers a chatbot your customers can use. No AI expertise required.
Content Chat
Powered by your website content
What's our return policy for international orders?
International orders can be returned within 30 days. Customers need to use the prepaid label from their order confirmation. Refunds are processed within 5–7 business days.
Source: /help/returns-policy
Do we offer express shipping to Canada?
Your website doesn't currently cover Canada-specific shipping options. Consider adding this to your shipping FAQ.
Content gap detected
Legible Connect
# Your knowledge base, inside your AI agent
Legible Connect turns your content into a live context source for AI agents. Through the Model Context Protocol (MCP), tools like Claude Code and OpenAI Codex can search your knowledge base, retrieve documents, and use your real content as context — in real time.
No copy-pasting. No uploading files. No stale context. Your agent pulls exactly what it needs, when it needs it.
The easiest GEO infrastructure you'll ever deploy.
No code changes. No migration. No ongoing work. Just connect and your content becomes citable by every major AI system.
Comparing your options?
See how Legible stacks up against Cloudflare Markdown for Agents, feature by feature.
Legible Knowledge
# AI doesn't need your pages. It needs to understand your business.
Most tools dump your raw pages into a file and call it AI-ready. Legible extracts structured knowledge — concepts, capabilities, tasks, and constraints — scores every entity, and renders it into llms-full.txt. AI systems get a coherent picture of your business, not a wall of text.
You're in control
The Knowledge tab shows everything AI will understand about your site. Boost what matters, pin what must always appear, exclude what shouldn't be there, and see exactly why each item was included.
# Start your GEO infrastructure in five minutes.
No new CMS. No migration. No engineering resources. Connect once and your content is structured for generative search.