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
ChatGPT is now a sales channel for Shopify. See the 8 criteria that make your products readable, citable and ready for Agentic Storefronts in 2026.
ACP: Sell Through ChatGPT Agents on Shopify
How ACP powers ChatGPT Shopping and autonomous purchasing. Enable it on Shopify, audit your readiness, ACP vs UCP compared.
Shopify UCP: Catalog MCP Audit Guide
Set up /api/ucp/mcp, test search_catalog and lookup_catalog, and verify Shopify catalog consistency before AI agents use it.
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 Readiness: 9 AI Visibility Factors
Your GEO Score measures how visible your Shopify store is to ChatGPT, Perplexity, and Google AI. 9 factors explained with optimization tips.
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. Find which Shopify shipping, guarantee, and quality claims need structured proof with a free audit.
Google AI 2026: What Your Store Needs
AI Overviews hit 2.5 billion users. AI Mode passed one billion. Google rebuilt search for stores between 2025 and 2026: what changed and what to do.
Multi-market Price Drift on Shopify
When your EUR price doesn't match your GBP/USD price coherently, ChatGPT Shopping, Perplexity Buy and Google AI Mode downrank your products. How to detect and fix on the Shopify Markets side.
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: Get Listed
Why your Shopify products are missing from Perplexity Shopping, the 7 signals AI checks, and how to get listed. Free readiness score, no email.
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.