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 for Shopify Stores
12 required fields, 8 common mistakes, and how schema.org directly impacts AI recommendations. Validation checklist for Shopify merchants.
LLM Landscape: 15 AI Systems in 2026
Beyond ChatGPT and Perplexity: Mistral, Claude, Gemini, Meta AI, Grok, DeepSeek, and MCP agents. Who reads what, how to appear everywhere.
robots.txt: AI Crawler Access for Shopify
Your Shopify robots.txt may block ChatGPT and Perplexity from seeing your products. How to separate search, user, training, and ads-validation bots.
AggregateRating: Make Reviews AI-Readable
Are your Loox, Judge.me, Yotpo reviews readable by ChatGPT, Perplexity, Mistral? Analysis per app, per AI crawler, and server-side fix paths.
GEO Audit: Shopify AI Visibility Check
What a GEO audit checks: the 4 pillars and 9 factors that decide whether ChatGPT, Perplexity and Google AI recommend your Shopify store.
Get Shopify Products Into ChatGPT Shopping
How Shopify products become eligible for ChatGPT discovery, what Shopify Catalog provides, what merchants can verify, and why eligibility is not a recommendation.
OpenAI ACP and ChatGPT commerce: what official docs confirm
A current, source-backed guide to the Agentic Commerce Protocol, product feeds, checkout integration and the unverified 4% fee claim.
Shopify UCP: Catalog MCP Audit Guide
UCP spec 2026-04-08, Shopify enabled by default since June 2026, checkout limited to Australia, Canada and the US: what changed and what to verify now.
Build a Branded ChatGPT App for Shopify
ChatGPT Shopping lists you next to rivals. A branded ChatGPT App gives your Shopify store its own space: setup steps, costs, examples.
Optimize Your Shopify Product Page for AI
A surgical guide: schema.org Product, price and stock in HTML, INCI/specs, structured reviews, citable copy. What AI actually reads on your Shopify pages.
High Priority
Important signals to fix for maximum recommendability.
GEO Score: the 9 AI Visibility Factors
Your GEO Score measures how visible your Shopify store is to ChatGPT, Perplexity and Google AI. The 9 factors explained, with how to fix each one.
Agentic Storefronts Not Available? 4 Fixes
Seeing 'Agentic storefronts aren't available' in Shopify? Meet the 4 official criteria (US sales, Catalog, terms, policies) to reach ChatGPT and Google AI.
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'.
Chrome Skills: Google AI Comparator 2026
Step-by-step guide to enable Chrome Skills, create reusable Gemini prompts, and understand what it means for your Shopify store's AI visibility.
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 for AI Commerce
The Golden Record measures 34 product attributes across 7 categories. At 95%+, your AI visibility multiplies 3-4x. Complete checklist inside.
AEO vs GEO vs SEO: clarifying the acronyms in 2026
AEO, GEO, SEO: what each term really covers, what overlaps, what diverges. Sourced comparison table with Q1 2026 numbers.
Make AI Trust Your Product Claims
AI ranks unverified claims as less reliable. Which Shopify shipping, guarantee and quality claims need structured proof.
Google AI 2026: Your Store's Action Plan
AI Overviews: 2.5 billion users. AI Mode: one billion. Google turned search into an AI surface in 2025-2026. Here is what your store must fix first.
Multi-market Price Drift on Shopify
One audited store showed a 2.3x gap between its EUR and GBP prices. Why AI agents downrank incoherent pricing, and how to fix it in Shopify Markets.
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 for Shopify: a verified merchant guide
What Shopify documents about Perplexity Shopping, product data, reviews, content and merchant-channel readiness.
Pricing: How AI Agents Compare 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 for Shopify: Worth Adding?
llms.txt maps your Shopify content for AI systems, but schema.org, sitemaps and HTML still drive more visibility. Learn what to prioritize.
Conversational Content: Writing for Humans AND AI
How to structure Shopify product content so it answers buyer questions, stays engaging for humans, and gives AI agents the facts they cite and recommend.
Shipping & Returns: Critical Trust Signals
Shipping and return policies are major trust signals for AI shopping agents. How to make them visible, structured and verifiable on your Shopify store.
Audit your store
Install the free Shopify app to audit your catalog and prioritize fixes, product by product.
Install the Shopify app