ProRank SEO

Agentic SEO & llms.txt

Prepare your site for AI agents with llms.txt, discovery endpoints, accessible controls, and audit readiness checks

Overview

ProRank SEO's Agentic SEO tools help AI assistants and browser agents understand your website through a public llms.txt file, AI discovery endpoints, accessible controls, and layout-stability checks. In the plugin, these surfaces sit under Agentic SEO and the related Technical SEO → AI Discovery controls.

What is llms.txt? It's a markdown file that gives AI tools a concise index of your important pages, sitemap links, and site context. ProRank Free serves a safe virtual /llms.txt; Premium adds richer controls for selecting and refreshing the content.

Why Agentic SEO Matters

AI Can't Read Everything

Unlike search engines, AI tools have limited context windows and can only process small portions of your site

Control Your Narrative

Guide AI to your most important, accurate, and up-to-date content instead of letting them guess

Reduce AI Hallucinations

Provide clean, structured content to minimize incorrect or misleading AI responses about your brand

Future-Proof Your SEO

Prepare for the shift from traditional search to AI-powered discovery and recommendations

As more users turn to AI assistants for information, having an llms.txt file ensures your business is accurately represented in AI-generated responses, potentially leading to better visibility and more qualified traffic.

Key Features

Automatic llms.txt Endpoint

Free and Premium installs can expose a public /llms.txt endpoint with site context, sitemap links, and key page discovery.

Premium Page Selection

Premium adds more control over selected pages, richer generated context, endpoint status, and regeneration tools.

AI Discovery Endpoints

ProRank validates /schema-map, /ask, and /mcp readiness so AI clients can discover structured content from the same SEO graph.

Agent Accessibility Checks

Site Audit checks icon-only links, buttons, form controls, and layout stability because AI agents rely on the accessibility tree to browse reliably.

How to Set Up Agentic SEO

Step 1: Navigate to the Feature

Go to WordPress Admin → ProRank SEO → Agentic SEO. Premium sites may also have related endpoint controls under Technical SEO → AI Discovery.

Step 2: Enable the Feature

Enable llms.txt and open https://yoursite.com/llms.txt to confirm the file is publicly reachable.

Step 3: Run Site Audit

Checked on every Agentic SEO audit:

llms.txt, accessible links, accessible buttons, form controls, and layout stability.

Checked when AI Discovery is enabled:

/schema-map, /ask, /mcp initialise, tools list, tool schemas, and ask tool-call readiness.

Step 4: Configure Settings

Depending on edition and enabled modules, you can configure:

  • Whether Agentic SEO checks run during Site Audit
  • Whether AI Discovery endpoints are enabled
  • Which important pages Premium includes in richer llms.txt output
  • When to refresh or rebuild the discovery cache

Step 5: Review Findings

Fix any Agentic SEO findings reported by Site Audit. Common fixes include adding aria-labels to icon-only links, making form controls accessible, enabling llms.txt, or enabling AI Discovery endpoints.

Generated Files

llms.txt (Index File)

Located at yoursite.com/llms.txt

Contains a structured index with links to key content, sitemap URLs, site description, and metadata. This is the main text file AI tools look for.

llms-full.txt (Complete Documentation)

Premium endpoint when enabled: yoursite.com/llms-full.txt

Contains richer generated context for selected pages where supported. Free sites should rely on /llms.txt and the AI Discovery endpoints.

Best Practices

Quality Over Quantity: Include your most important, accurate, and representative content rather than trying to include everything.
Keep It Updated:

Enable weekly auto-updates or manually regenerate after major content changes.

Include Essential Pages:

Always include About, Contact, Privacy Policy, and Terms pages for credibility.

Focus on Evergreen Content:

Prioritize timeless content over news or time-sensitive information.

Test with AI Tools:

After setup, test by asking ChatGPT or Claude about your business using your llms.txt URL.

Manual Page Selection Guide

When using manual selection mode, you can specify pages for different categories:

Essential Pages

  • About Us: Your company story and mission
  • Contact: How to reach you
  • Terms: Terms of service
  • Privacy Policy: Data handling practices
  • Shop: Main products/services page (if applicable)

Content Pages

Add your most valuable content such as comprehensive guides, product descriptions, service pages, or cornerstone content that best represents your expertise.

How AI Tools Use llms.txt

Currently, AI tools don't automatically discover llms.txt files. You need to actively provide them:

  1. Direct Link Method:

    Paste your llms.txt URL directly in your prompt: "Learn about my business from example.com/llms.txt"

  2. Copy Content Method:

    Copy the llms.txt content and paste it into your conversation for immediate context

  3. File Upload Method:

    Download and upload the file to AI tools that support file attachments

As the llms.txt standard gains adoption, AI companies are expected to begin automatically checking for these files, similar to how search engines check for robots.txt and sitemaps.

Troubleshooting

Files Not Accessible

If your llms.txt files return 404 errors:

  • Ensure the feature is enabled in settings
  • Generate the files (served immediately when enabled)
  • Flush permalinks: Settings → Permalinks → Save Changes
  • Check for conflicting plugins or security rules

Content Not Updating

If changes aren't reflected in llms.txt:

  • Manually regenerate files after major changes
  • Check if weekly auto-update is enabled
  • Clear any caching plugins or CDN cache
  • Verify the correct pages are selected

Pages Missing in Automatic Mode

If important pages aren't included automatically:

  • Switch to manual mode for full control
  • Ensure pages are published (not draft)
  • Check the maximum pages setting
  • Verify page slugs match common patterns (about, contact, etc.)

License Requirements

Free: Agentic SEO audit checks, a virtual /llms.txt, and public list-mode AI Discovery endpoints when enabled. Premium: richer llms.txt controls, endpoint status tools, schema enrichment, and authenticated BYOK summarize/generate modes on /ask and /mcp.