Shopigent AI GEO
The first Generative Engine Optimization app for Shopify — make your products visible to AI shopping agents.
Shopigent AI GEO optimizes your Shopify store for discovery by AI-powered search engines. Instead of optimizing for Google's algorithm, it optimizes for the AI models that generate answers for users: ChatGPT Search, Google Gemini, Perplexity, and Microsoft Copilot.
The problem
Traditional SEO targets Google's ranking algorithm — keywords, backlinks, meta tags. But AI shopping agents work differently. They read structured data (JSON-LD schemas), they prefer clear machine-readable product descriptions, and they query stores directly via MCP endpoints when available.
If your products aren't optimized for AI agents, you're invisible to a growing segment of shoppers who start their product searches on ChatGPT, Gemini, or Perplexity.
Three core engines
1. GEO Schema Engine — automatically generates JSON-LD structured data (Product, Offer, Rating, Breadcrumb) for every product in your store. This is the data that AI agents read to understand what you sell, at what price, and how well it's rated.
2. AI Discovery Crawler — monitors which of your products appear in AI search results. Run a crawl to see exactly which products ChatGPT and Gemini can find, and track your visibility over time.
3. MCP Storefront — a public MCP endpoint with 10 tools that let AI agents query your store directly: search products, compare items, check promotions, get recommendations, and more. The same tools that power AI agents also power the product dashboard.
Plus: an AI Description Optimizer that scores your product descriptions for AI-friendliness and gives actionable recommendations.
The Shopigent trilogy
Shopigent AI GEO is the third app in the Shopigent family:
- Shopigent — general-purpose Shopify MCP app (51 tools, curated access, confirmation gates)
- Shopigent Returns — AI-powered returns management (agentic returns, fraud detection, auto-refund)
- Shopigent AI GEO — Generative Engine Optimization for AI shopping agents
Each app solves a specific merchant problem through an agent-first approach, connected by the same MCP protocol and built on the same stack: Remix, Shopify Polaris, Prisma, PostgreSQL, Railway.
Tech stack
- Frontend: Remix + Shopify Polaris (embedded Shopify app)
- Backend: Remix with Prisma ORM + PostgreSQL
- MCP Server: integrated into the app (same process, 10 tools)
- Docs Site: Express + markdown, zero-build (same pattern as greeknous.com)
- Infrastructure: Railway (app + Postgres + docs site)
Status
Version 1.0 complete — deployed and operational. Preparing for Shopify App Store submission. Docs and pricing live at the link above.
