Blog
Expert articles on GEO, AI-commerce, and Shopify optimization for the AI era.
AI Overviews in France: when Google answers your shoppers
Which searches trigger a Google AI Overview, how many sources it cites and what it changes for a Shopify product page. Verified data, September 2026.
Read moreGoogle AI Overviews in the US: what two years of data mean for Shopify stores
Where Google AI Overviews show up for US shoppers, how many clicks they take, what changed in 2026 (ads inside, Universal Cart) and five actions for a Shopify product page.
Read moreMeta's Muse and Shopify: What Is Really Available
Muse, Shopify and Shop Pay: catalog, payment, eligibility and attribution. An analysis of the official Meta and Shopify sources reviewed on September 9, 2026.
Read moreChatGPT Ads in Europe: the setup guide, screen by screen
Self-serve ChatGPT Ads opened to European advertisers on 31 August 2026. Field-by-field setup, and the sourced answer to the question that matters: does paying change your organic visibility?
Read moreChatGPT and Shopify: Audit the Product Representation Gap
A connected Shopify catalog does not guarantee that ChatGPT shows the same title, reviews, price, shipping facts or seller. Test the gap on one product and variant.
Read moreGoogle AI Overview Confuses Two Companies: GEO Risk
A May 2026 German judgment shows how an AI summary can connect valid sources to the wrong company. A GEO method for checking brands, reviews, and products.
Read moreShopify Catalog & ChatGPT: Eligibility Is Not Visibility
Shopify Catalog can make products eligible for ChatGPT, but not visible or recommended. Diagnose product-data gaps and test what AI actually receives.
Read moreDoes GEO Work? What 45 Studies Actually Prove
Does GEO really work? A critical review of 45 studies: proven levers, weak claims, and a rigorous method for measuring visibility in AI search.
Read moreCustomer reviews: 1 in 4 equipped stores is silent to AI
Measured across 457 French Shopify product pages: 24.5% of stores with a reviews app expose no rating without JavaScript. Google sees it, ChatGPT does not.
Read moreGEO barometer: what 475 Shopify stores actually do
Measured across 475 French Shopify stores: 97.9% have an llms.txt, 0% an agent-card.json, 4.6% structured shipping. The GEO checklist against the field.
Read moreBlocked AI Crawlers: the Exact Audit Procedure
Measured across 432 Shopify stores: 0.2% block an AI search crawler. The procedure to check you are not the exception, from robots.txt to your CDN.
Read morePerplexity Product Feed for Shopify
Perplexity accepts a product feed through its Merchant Program, free. What the contract actually requires, what crawling alone unlocks, plus a checklist.
Read moreHow to Optimize a Shopify Store for AI Search: 27 Checks
A 27-check Shopify AI SEO guide for Google, ChatGPT and AI shopping: indexing, product pages, schema, Catalog, Merchant Center, proof and measurement.
Read moreAI Traffic: The Real Crawl-to-Click Ratio
AI crawlers hit our site hundreds of times a day and send almost no one. The funnel measured on our own edge logs, with the GA4 blind spot named.
Read moreGEO Signals: 18 Signals Across 9 AI Engines
There is no universal GEO checklist. The same signal helps on one engine and hurts on another. The full matrix, sourced from official statements.
Read moreWhy Schema Alone Won't Get You Cited
Adding JSON-LD guarantees no AI recommendation. What schema really does, what it does not, and the per-engine extraction data behind the claim.
Read morellms.txt in 2026: useful, not a ranking hack
llms.txt v2, Shopify, Google and ChatGPT: what the file proves, what it cannot prove, and where it belongs in AI commerce, without ranking myths or hype.
Read moreBest AI Visibility Tools for Shopify (2026)
2026 comparison of 8 AI visibility tools for Shopify: Verity Score, Profound, Peec AI, Otterly, AthenaHQ, Scrunch and more. Verified pricing, engines, who each is for.
Read moreGEO for Baby & Toddler on Shopify: 2026 Guide
How baby and toddler Shopify stores get recommended by ChatGPT, Perplexity and Google AI: safety standards, age and weight, recalls.
Read moreGEO for Electronics on Shopify: 2026 Guide
How electronics Shopify stores get recommended by ChatGPT, Gemini and Perplexity: exact specs, GTIN/MPN, compatibility, certifications.
Read moreGEO for Eyewear on Shopify: 2026 Guide
How eyewear stores get recommended by ChatGPT, Perplexity and Google AI: frame measurements in HTML, UV filter category, prescription and lens options.
Read moreGEO for Fashion Brands on Shopify: 2026 Guide
How fashion Shopify stores get recommended by ChatGPT, Perplexity and Google AI: size data out of images, coherent variants, returns, proven green claims.
Read moreGEO for Food & Beverage on Shopify: 2026 Guide
How food and grocery Shopify stores get recommended by ChatGPT, Perplexity and Google AI: Nutrition Facts as text, declared allergens, honest health claims.
Read moreGEO for Medical Devices on Shopify: 2026 Guide
How medical device stores get recommended by ChatGPT, Perplexity and Google AI: FDA or CE status, intended use, contraindications, claims inside the clearance.
Read moreGEO for Home & Furniture on Shopify: 2026 Guide
How home and furniture Shopify stores get recommended by ChatGPT, Perplexity and Google AI: dimensions as text, real materials, assembly, delivery terms.
Read moreGEO for Jewelry on Shopify: 2026 Guide
How jewelry Shopify stores get recommended by ChatGPT, Perplexity and Google AI: metal fineness, carat weight, the lab-grown disclosure, GIA and IGI reports.
Read moreGEO for Cookware on Shopify: 2026 Guide
How cookware Shopify stores get recommended by ChatGPT, Perplexity and Google AI: named materials, induction and oven limits, PFAS wording, exact capacity.
Read moreGEO for Pet Brands on Shopify: 2026 Guide
How pet Shopify stores get recommended by ChatGPT, Perplexity and Google AI: guaranteed analysis as text, the AAFCO adequacy statement, life stage, recalls.
Read moreGEO for Sleep & Bedding on Shopify: 2026 Guide
How mattress and bedding Shopify stores get recommended by ChatGPT, Perplexity and Google AI: firmness mapped to sleepers, certifications, sleep-trial terms.
Read moreGEO for Sports & Outdoor on Shopify: 2026 Guide
How sports and outdoor stores get recommended by ChatGPT, Perplexity and Google AI: weight, litres, waterproof and temperature ratings, CE and UIAA marks.
Read moreGEO for Supplements on Shopify: 2026 Guide
How supplement Shopify stores get recommended by ChatGPT, Perplexity and Google AI: Supplement Facts as text, third-party certifications, DSHEA claim limits.
Read moreGEO for Toys and Games on Shopify: 2026 Guide
How toy and game Shopify stores get recommended by ChatGPT, Perplexity and Google AI: recommended age as data, ASTM and EN 71 conformity, choking warnings.
Read moreHow to Get Cited by ChatGPT (Selling on Shopify)
ChatGPT cites very few brands. Here's how a Shopify store becomes a citable source: third-party presence, schema, verifiable facts. The proactive approach.
Read moreGoogle AI Mode Shopping & Gemini for Shopify
How a Shopify store appears in Google AI Mode shopping, Gemini and the I/O 2026 Universal Cart. One Shopping Graph powers both: optimize once, appear in both.
Read moreWhy ChatGPT Isn't Recommending Your Products
ChatGPT skips your Shopify products for one of 7 concrete reasons. Learn how to identify which one is yours and fix it before competitors do.
Read moreBe Found and Bought by AI: GEO & AEO 2026
AI agents now find, compare and buy products for shoppers. This 2026 guide covers GEO, AEO, Shopify Spring '26, ACP and UCP to make your brand agent-ready.
Read moreShopify Spring '26: AI Commerce Updates
Shopify's Spring '26 edition lets shoppers buy inside Google AI Mode and Copilot. What direct checkout, Shopify Catalog and UCP change for a DTC brand.
Read moreGEO for Beauty Brands on Shopify: The 2026 Guide
How beauty Shopify stores get recommended by ChatGPT, Perplexity and Google AI: INCI data, substantiated claims, reviews, crawlers.
Read moreShopify agents.md: UCP for AI Commerce
Shopify now serves agents.md, llms.txt and llms-full.txt natively. The real shift: UCP and MCP turn catalog, cart and checkout into your AI visibility layer.
Read moreGoogle Names 6 AI Search Myths to Ignore
Google's official AI Optimization Guide (May 2026) names llms.txt among 6 myths for AI Overviews. See what actually works instead.
Read moreGEO ROI: 7 KPIs for Attribution 2026
70% of AI traffic arrives without a referrer, so GEO revenue stays invisible. The 7 KPIs, the server-side attribution method and the dashboard to prove ROI.
Read moreAI Max Shopping: Shopify product data for AI
Google AI Max Shopping turns Shopify product data into buying answers. Audit Merchant Center, schema.org, reviews, rendered PDPs and post-fix checks now.
Read moreAgent-Ready in 2026: 11 /.well-known/ Files
Only 4% of sites declare AI preferences. These 11 /.well-known/ endpoints take a DTC site from 25 to 90 on Cloudflare's score, with copy-paste examples.
Read moreShare of AI Voice: 5 Engines, Not 1
One test across ChatGPT, Gemini, Claude, Perplexity and Mistral found 26 brands cited, only one unanimous. See why one engine alone shows just a fragment.
Read moreAEO: 2026 Guide for AI Search Engines
What AEO really is, how it differs from SEO and GEO, and which levers work in 2026. Sources: Ahrefs Q1 2026, Adobe, McKinsey, Princeton KDD.
Read moreAI Traffic: Measure Beyond GA4 in 2026
70.6% of AI visits arrive with no referrer, so GA4 files them as Direct. The server-side method and regex snippets to measure ChatGPT, Perplexity and Gemini.
Read moreShopify AI Toolkit: Live Schema Access
Open-source plugin connecting AI agents to live Shopify schemas. Validate GraphQL and Liquid in your IDE, no more hallucinated field names.
Read moreAI Platforms: Shopify Guide for 2026
Eight AI platforms now recommend products, and each reads different signals. What Google AI Mode, ChatGPT, Perplexity and Copilot expect from your store.
Read moreGEO vs Technical SEO for AI Visibility
83% of ChatGPT Shopping recommendations come from Google Shopping. Structured data, backlinks, content: here's the exact order to maximize AI visibility in 2026.
Read moreChatGPT Shopping Visibility: The 3 Layers
The 3-layer model to appear in ChatGPT Shopping: discoverability, readability, transactability. How each layer drives the Shopify recommendation.
Read moreGEO: Generative Engine Optimization 2026
GEO is the new SEO for AI. How to optimize your Shopify store for ChatGPT, Perplexity and Google AI Mode: what changes vs SEO, and a 5-step starting checklist.
Read moreIs Your Shopify Store Invisible to AI?
ChatGPT, Google AI Mode and Perplexity now shape product discovery. Check whether your Shopify store's data is visible when AI recommends products to shoppers.
Read moreAI Buyer Score: Would an AI Recommend Your Store?
How an AI shopping agent decides to recommend (or skip) a Shopify product. Discover the 9 criteria of the AI Buyer Score and how to optimize for them.
Read moreWhy GEO is the New CRO
CRO optimizes the human click, GEO the AI recommendation. Why these disciplines are complementary and ignoring GEO is costing you sales.
Read moreSchema.org Shopify: What AI Actually Reads
How to implement Product, Offer, AggregateRating and FAQ schema on Shopify. What themes do by default and mistakes to avoid.
Read moreAudit your store
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