LLM Rank: AI SEO, GEO & Agentic Commerce Optimization for Shopify

The complete AI-discovery layer for Shopify stores. LLM Rank handles AI SEO (visibility in ChatGPT, Claude, Gemini, and Perplexity), GEO (Generative Engine Optimization), AEO (Answer Engine Optimization), and agentic commerce optimization (UCP / MCP) by publishing rich llms.txt, llms-full.txt, and agents.md directly into your Shopify theme, so AI agents discover, understand, and actually recommend specific products from your store.

• Every product, AI-discoverable. LLM Rank publishes rich /llms.txt and /llms-full.txt files with every product, including title, price, stock state, and variants, plus your brand voice and Featured Products.
• Agentic checkout-ready. Our llms-full.txt includes variant IDs, prices, and inventory so AI agents using UCP / MCP can build carts and recommend with confidence.
• Custom Instructions for AI Agents. Tell ChatGPT, Claude, and Gemini exactly how to recommend your store: preferred categories, brand voice, target customer, seasonal focus.
• Featured Products. Pin the items you want AI to surface first. They get their own section AI agents read before anything else.
• AI Access Control. Allow or deny specific AI providers (OpenAI, Anthropic, Google, Meta, and 100+ more) at the file level.
• Auto-sync to your active theme. Webhooks + scheduled syncs keep your AI files current as your catalog changes. Switch themes? We re-publish automatically.