Your Products,
Visible to AI.
RecoMind scores every Shopify product across ChatGPT, Perplexity, Gemini, Google AI, and Claude — then generates AI context files that win recommendations without touching your live listings.
Your products are invisible to AI assistants — and you don't know why.
AI shopping engines don't read product pages like humans do. They need structured signals, explicit attributes, and trust indicators — and most Shopify products are missing them entirely.
By 2026, conversational AI assistants are the primary discovery channel for 73% of online shoppers in product research. Traditional SEO alone no longer captures this traffic.
ChatGPT ranks off structured feeds. Perplexity weighs trust signals. Gemini matches buyer intent. Each engine is different — and a single generic score misses all of this.
Generate AI-readable context files that live alongside your storefront. AI engines read them directly. Your product data stays exactly as it is.
Everything you need to win AI recommendations.
Category-Aware AI Scoring
Scores every product against the exact attributes AI engines use for that category — ingredients for food, specs for electronics, fit for apparel. No generic checklists.
Prompt Win Dashboard
See the exact buyer prompts your product wins, loses, or could improve — with per-engine visibility and one-click simulation.
AI Context File Generation
Auto-generates agents.md, llms.txt, and llms-full.txt for each product. Append to your storefront — AI engines read them directly.
Competitor Gap Analysis
Benchmark against named competitors on every signal AI engines weigh. Download a plain-language Excel report.
Prompt Simulation & Bulk Testing
Simulate whether any buyer prompt would result in a recommendation. Upload a CSV to test hundreds of prompts at once.
Impact Tracking & Audit Log
Before/after traffic and conversion tracking once context files are published. Full audit log of every event.
One score doesn't tell the whole story.
Each AI shopping engine works differently. RecoMind scores your product against each engine's documented recommendation mechanism — so you know exactly where you're winning and losing.
ChatGPT Shopping
Ranks off a structured merchant feed: identifiers, price/availability accuracy, and category-correct attributes.
Start free, scale as you grow.
Every plan includes AI context file generation and non-destructive Shopify integration.