GEO Rank Optimizer – Generative Engine Optimization

Be Found and Cited by AI.

For a long time, the goal was to master SEO and rank on Google. Now the game has changed: with GEO (Generative Engine Optimization), your site can be found and cited by AI models like ChatGPT, Claude, Gemini, Perplexity, and others.

GEO Rank Optimizer covers both sides of AI search. GEO (Generative Engine Optimization) is about being the source a generative engine cites by name. AEO (Answer Engine Optimization) is about structuring your content so those engines can lift it as the direct answer. This plugin is the AI SEO layer that handles both, on top of whatever you already do for Google.

Who it is for

This plugin is built for bloggers and publishers who want their articles quoted instead of ignored, WooCommerce stores that want their products named when someone asks an AI for a recommendation, agencies running AI visibility for client sites, and anyone who wants to know whether AI crawlers are actually reading their content.

It is designed to sit alongside your existing SEO plugin, not replace it. GEO Rank Optimizer reads the data you already filled in — it picks up meta titles, Open Graph fields and focus keywords from Yoast SEO, Rank Math and All in One SEO instead of asking you to type them again, and its AI crawler rules are appended to robots.txt after those plugins run, so it never overwrites what they wrote.

With the GEO Rank Optimizer plugin:

• A GEO Score panel right in the post editor. Open any post, click Analyze, and the sidebar panel scores it against 40+ criteria and lists exactly what to fix — no leaving the editor, no separate dashboard, no account to connect.
• A GEO Score column on your Posts list. See at a glance which articles are ready to be cited and which are dragging your site down, and fix the weakest ones first.
• Full GEO Diagnostics for each post across 8 categories, with practical improvement recommendations.
• AI Bot Tracker — monitor which AI bots are visiting your site, how often, and which pages they read.
• Automatic generation of llm-full.txt, llms.txt, ai.txt, and robots.txt — the files AI models read to understand your site.
• AI bot access control via robots.txt.
• Structured Schema Markup and Open Graph generation for posts.
• Agent-readiness check for the emerging ACP and UCP manifests (see below).
• Dashboard with your site””s average score, score history, and lists of your highest and lowest performing posts.
• Dashboard export and public sharing.
• Competitor analysis for AI visibility.

No complex setup required: install, activate, and your site starts speaking the language of AI.

The future of search isn’t a link. It’s a citation.

Agent Ready: the ACP and UCP manifests

AI agents are starting to browse — and buy — on their own, and before they do they look for a manifest at /.well-known/agent.json. GEO Rank Optimizer checks whether your site publishes one, and whether it publishes the UCP manifest alongside it, right on the dashboard next to your llms.txt and ai.txt status.

It runs the same check against any competitor you enter, so you can see who in your market is already agent-ready and who is not. This is still an emerging standard, which is exactly why it is worth knowing where you stand before your competitors do.

Generating the agent.json manifest for a WooCommerce store, following the ACP (Agentic Commerce Protocol) standard, is available in Pro + WooCommerce, together with llms-shop.txt — a structured product catalog for commerce agents.

Analysis Categories

1. Generative Search – Quick answers, FAQ structure, definitions
2. Structure – Heading hierarchy, paragraphs, lists
3. Semantic – Keywords, variations, named entities
4. Readability – Flesch-Kincaid, active voice, transitions
5. Context – Introduction, conclusion, internal/external links
6. Authority – Author info, dates, sources cited
7. Technical Formatting – Images, videos, tables, code blocks
8. Technical SEO – Meta title, description, Open Graph, Schema

Why GEO Matters

Traditional SEO focuses on ranking in search results. GEO focuses on being cited by AI in generative responses. As AI-powered search becomes more prevalent, optimizing for AI understanding is crucial for visibility.

External Services

Freemius (opt-in, licensing and upgrade flow)

This plugin uses the Freemius SDK to handle the optional account opt-in, license activation, and the upgrade flow to the premium version. When you choose “Allow & Continue” on the opt-in screen, basic environment and usage data (such as your site URL, WordPress and PHP versions, and the active theme/plugin list) is sent to Freemius. If you choose “Skip”, this data is not sent.

• Service provider: Freemius, Inc.
• Data sent: site URL and basic environment/usage data, only after you opt in
• Terms of Service
• Privacy Policy

Competitor websites you analyze

The Competitor Analysis feature checks whether a competitor publishes AI/GEO optimization files. When you enter a competitor URL and click “Analyze”, the plugin sends HTTP requests from your server to that URL and to standard paths on the same domain (such as /llms.txt, /ai.txt, /robots.txt and /.well-known/ files). Only the URL you provide is contacted, and only when you trigger the analysis. No data from your own site is transmitted.

• Data sent: an HTTP request to the competitor URL you enter (no data from your own site)
• When: only on your explicit action (clicking “Analyze”)