citelayer® – Agent Readiness | MCP Abilities, Schema.org
citelayer® – Agent Readiness | MCP Abilities, Schema.org

citelayer® – Agent Readiness | MCP Abilities, Schema.org

0/5 (0 ratings) 30 active installs Updated Sep 22, 2026

AI agents are starting to read websites the way browsers read them. They fetch a file, parse structured data, call a tool. If your site does not answer in a form they can use, they move on — and you never find out why.

citelayer® makes your WordPress site readable and usable for those agents, and tells you when something stops working. No coding, no configuration. Install, activate, done.

🔌 Works with AI Agents via MCP

citelayer® brings nine abilities to the WordPress Abilities API — seven of them registered out of the box, the two writing ones after you allow them (see below). Any MCP client that speaks to your site through the official WordPress MCP Adapter can then read your citelayer data instead of you copying it out of the dashboard by hand, and can run the two routine tasks below for you.

Seven abilities only read:

  • citelayer/get-readiness-score — the cached AI readiness score with every check
  • citelayer/get-llms-txt-status — llms.txt state, URL, listed and excluded posts
  • citelayer/get-bot-analytics — aggregated AI crawler traffic for 7, 30 or 90 days
  • citelayer/get-ai-blind-spots — published pages no AI bot visited
  • citelayer/get-referral-stats — visits arriving from AI assistants, by source
  • citelayer/get-schema-status — active Schema.org types and site identity completeness
  • citelayer/get-compatibility-status — detected SEO plugins and MCP availability

Two abilities change something:

  • citelayer/run-readiness-scan — runs the AI readiness checks and stores the result
  • citelayer/set-llms-txt-exclusion — includes a single post in llms.txt or holds it back

The two writing abilities are switched off out of the box. A new install and an update both start in Read-only mode: the seven reading abilities are available right away, the two writing ones do not appear in the client’s tool list at all, and a call that still arrives is refused. No update makes your site writable for an AI agent without you deciding so. To allow them, turn Read-only mode off under citelayer® WebMCP.

Every ability requires an administrator account (manage_options), and the exclusion additionally requires the right to edit that particular post. The permission is checked twice: once before the call and once inside the ability itself, so a plugin that reaches the abilities through another route cannot skip it. Returns are aggregated: no IP addresses, no user agents, no e-mail addresses, no identity values.

The feature needs WordPress 6.9 or newer, since that is when the Abilities API landed in core. On older WordPress versions nothing is registered and nothing changes. citelayer® does not ship an MCP server of its own — transport is the adapter’s job — and you can switch all abilities off on the same page.

This exposes existing citelayer® data to tools you connect yourself. It does not influence whether or how AI systems cite your site.

🩺 Diagnosis — Find Out When It Breaks

Agent readiness is not a one-time setup. A caching layer, a server rule, another plugin or a stray static file can take an endpoint over from one day to the next, and nothing in the WordPress admin would tell you. citelayer® checks its own output and reports what it finds:

  • Endpoint diagnosis — calls /llms.txt, /llms-full.txt and the Markdown routes the way an agent would, and compares the answer with what citelayer® generates internally. It tells apart a static file shadowing the route, an SEO plugin serving it with citelayer® additions merged in, a third generator, and a missing charset=utf-8 — so you get a cause, not just a red light
  • AI Readiness Scanner — ten checks with a score from 0 to 100, covering structured data, robots rules, Content-Signal headers, topic coverage, brand demand and, on shops, product content, images, stock and feed. The llms.txt endpoint is checked too, but not scored — see below
  • AI Blind Spots — published pages no AI bot has visited, so you can see which content never reached an agent at all
  • Compatibility status — which SEO plugin owns which output, and whether citelayer® merges into it or generates its own

🤖 AI Bot Analytics — Know Who’s Crawling Your Site

Track automated AI crawler requests and human AI referral visits separately. See which AI platforms send actual users to your site, and watch the bot traffic that’s discovering your content for those platforms.

  • 67 AI/LLM Bots Tracked — GPTBot, ClaudeBot, PerplexityBot, Google-Extended, DeepSeekBot, xAI-Bot, Meta-ExternalAgent, and 60 more
  • Real-Time Dashboard — Stat cards (7d/30d/90d/all-time), 30-day SVG trend chart, top bots leaderboard
  • AI Blind Spots — Discover pages invisible to AI bots with AI Discovery Score (0-100). Find and fix content gaps
  • Crawler Logs — Full log with filtering by bot, URL path, and date range. Paginated for large datasets
  • CSV Export — Download your bot data for offline analysis
  • Cache Plugin Detection — Auto-detects WP Rocket, LiteSpeed, W3 Total Cache, WP Super Cache. Provides setup guides to exclude AI bots from caching
  • 90-Day Auto-Cleanup — Keeps your database lean. No bloat, no maintenance
  • 100% Local — All data stored in your WordPress database. No external accounts, no API calls

📊 Schema.org — Structured Data That Supports the Rest

Automatically generates JSON-LD for your organization, site, articles and products, so an agent parsing your page finds the facts it needs in a form it already understands. Schema.org is supporting work here, not the centrepiece: citelayer® detects Yoast SEO, Rank Math and All in One SEO and merges its data into their markup instead of emitting a second block. If an SEO plugin is installed but not set up and produces nothing, citelayer® notices and supplies the markup itself.

📄 Serve Clean Content to AI Agents

When ChatGPT or Perplexity visit your page, citelayer® serves an optimized Markdown version instead of messy HTML. This uses 80% fewer tokens and gives AI a crystal-clear picture of your content.

🛡️ Stay in Control of Your Content

Configure how AI systems may use your content — allow or deny training, search indexing, and RAG/context usage. Your content, your rules.

🛒 Works with WooCommerce

If you run a shop, citelayer® makes your products visible to AI:

  • Product Schema.org markup generated
  • Product pages served as structured Markdown tables
  • AI agents can discover available shop capability status via UCP Discovery
  • Product data also listed in llms.txt

📄 llms.txt

citelayer® also generates an llms.txt (and optionally an llms-full.txt), the proposed convention for pointing AI systems at your content.

Be aware of what this is worth today. A study across 300,000 domains found no statistically significant difference in AI citation frequency between sites with and without llms.txt, and an analysis of 94,614 cited URLs found exactly one that pointed at a /llms.txt. citelayer® offers the file because the cost is near zero and the convention may still establish itself — not because it is known to have an effect. That is also why the AI Readiness Score no longer counts it at all — the check still runs and still shows you its status, it just does not move the number. The measurable parts of this plugin are the ones above.

📈 Why AI Visibility Matters Now

  • 58% of online searches will involve AI by the end of 2026
  • Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO) are the next evolution of SEO
  • Sites without AI-readable content are invisible to ChatGPT, Claude, Perplexity, and AI Overviews
  • citelayer® covers the readable side — the files, the markup, the abilities — and tells you when one of them stops working

✅ Free vs. Premium

The free plugin covers everything you need to get started:

✅ MCP abilities for the WordPress Abilities API (read-only out of the box)
✅ Endpoint diagnosis and AI Readiness Scanner with Topic Coverage and Brand Demand signal guidance
✅ Schema.org markup (Organization, WebSite, Article, Product)
✅ Markdown for AI agents
✅ Content-Signal headers
✅ WooCommerce product visibility in Schema.org, Markdown, and llms.txt
✅ llms.txt generation
✅ AI Bot Analytics (67 bots, dashboard, AI Blind Spots, CSV export)
✅ AI Referral Tracking (Visits from ChatGPT, Perplexity, Claude, Gemini, Copilot, DeepSeek, Mistral, Grok, and more)
✅ Cache plugin detection & setup guides

Premium adds:

🚀 WooCommerce add-on support for AI product discovery and controlled cart/checkout handoff
📈 AI Visibility Monitoring Dashboard
🔧 Advanced Schema.org (Reviews, FAQ, Shipping)
🛒 Product feed optimization

Full autonomous UCP shopping support is planned separately and is not claimed by the free plugin.

Learn more about Premium

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