Knowledge Base
Expert guides by audit zone. Understand, measure, and fix every AI-commerce signal on your Shopify store.
Critical
Blocking issues for your store's AI visibility.
What is Agentic Commerce? Complete Guide 2026
Autonomous AI agents search, compare, and buy for consumers. Understand ACP, UCP, and how to prepare your Shopify store.
Schema.org Product: Why and How on Shopify
Complete guide to schema.org for Shopify product pages. Required fields, common mistakes, and direct impact on AI recommendation.
robots.txt and AI Crawlers: Don't Block Your Sales
How robots.txt affects your Shopify store's visibility to AI agents. Practical guide to opening access for GPTBot, OAI-SearchBot, PerplexityBot, and ClaudeBot.
AggregateRating: Making Your Reviews AI-Readable
Why customer reviews are often invisible to AI, and how to ensure your AggregateRating is properly exposed in your Shopify store's HTML.
GEO Audit: Optimize Your Shopify Store for AI
A GEO audit measures your Shopify store's visibility in ChatGPT, Perplexity, and Google AI Mode. Complete guide: 4 pillars, 9 factors, actionable checklist.
Sell on ChatGPT: The Complete Shopify Guide for 2026
How to sell your Shopify products through ChatGPT Shopping and Agentic Storefronts. 8 criteria, actionable checklist, and real case study from 35 to 78/100.
ACP - Agentic Commerce Protocol: Shopify Guide
What is ACP (Agentic Commerce Protocol)? How to enable it on Shopify, audit your readiness, and sell through ChatGPT Shopping. Expert guide.
UCP - Universal Commerce Protocol: Shopify Guide
What is UCP (Universal Commerce Protocol)? How to enable it on Shopify, understand its capabilities, and audit your UCP compliance. Expert guide.
ChatGPT App for Shopify: Build Your Own Branded AI
How Shopify merchants can build a dedicated ChatGPT App with loyalty, guided selling, and brand voice. Step-by-step guide, costs, and real examples.
High Priority
Important signals to fix for maximum recommendability.
Understanding Your GEO Score: 9 Factors Explained
The GEO Score measures your Shopify store's visibility for generative search engines and AI agents. Discover the 9 factors and how to optimize them.
AI Buyer Score: The Shopping Agent Checklist
How an AI shopping agent evaluates your Shopify store. The 9 recommendability criteria and how to go from 'not recommended' to 'recommended'.
GEO vs SEO: What's the Difference for E-commerce?
SEO optimizes for blue links, GEO for AI answers. Differences, complementarities, and why GEO is essential for Shopify merchants in 2026.
Golden Record: Product Data Completeness for AI Commerce
The Golden Record measures 34 product attributes across 7 categories. At 95%+, your AI visibility multiplies 3-4x. Complete checklist inside.
Claims & Proof: Credibility in the Eyes of AI
Marketing claims detection, proof verification, coherence analysis. How Verity Score measures your store's credibility for AI agents.
E-E-A-T Signals for AI: How Agents Evaluate Trust
AI agents evaluate your store like Google evaluates E-E-A-T. Discover the trust signals that determine whether AI recommends your products.
Perplexity Shopping: Merchant Guide for Shopify Store Owners
How to appear in Perplexity Shopping, optimize your product pages, and measure your Perplexity Readiness. Expert guide for Shopify merchants.
Pricing and AI Visibility: How Agents Compare Your Products
AI agents compare prices before recommending. Expose your pricing, promotions, and compareAtPrice for ChatGPT Shopping, Perplexity, and Google AI.
Optimization
Improvements that strengthen AI agent trust.
llms.txt: The New robots.txt for LLMs
What is llms.txt, why add it to your Shopify store, and how to write it to guide AI agents toward your key content.
Conversational Content: Writing for Humans AND AI
How to structure your Shopify product page content so it's both engaging for humans and actionable for AI agents.
Shipping & Returns: Critical Trust Signals
Shipping and return policies are major trust signals for AI agents. How to make them visible and verifiable on Shopify.