Shop Mentions Blog

AI search, made readable for Shopify stores

Practical guides on AI share of voice, getting recommended by ChatGPT and Perplexity, and winning the new product search.

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AI Visibility

AEO vs SEO: What Shopify Merchants Need to Know in 2026

What answer engine optimisation is, how it differs from SEO, and how Shopify stores should split their effort between clicks and AI citations in 2026.

James Oliver James Oliver · 5 min read
AI Visibility

AI Revenue Attribution for Shopify: Connecting Citations to Sales

How to connect AI citations and AI-referred traffic to real Shopify revenue: the models, the GA4 setup, and an honest take on what you can't measure.

James Oliver James Oliver · 5 min read
AI Visibility

The AI Visibility Score, Explained (and How to Improve Yours)

What an AI visibility score is, how it's calculated, what counts as a good score, and how to improve it for your Shopify store.

James Oliver James Oliver · 5 min read
AI Visibility

The Best AI Visibility & ChatGPT Tracking Tools for Shopify (2026)

An honest comparison of the top AI visibility and ChatGPT tracking tools for Shopify stores in 2026, with selection criteria and disclosed self-inclusion.

James Oliver James Oliver · 4 min read
AI Visibility

ChatGPT Shopping & the Shopify AI Catalog: How to Get Your Store Listed

What the Shopify AI catalog and ChatGPT shopping mean for your store, how to get listed, and why listed isn't the same as recommended.

James Oliver James Oliver · 5 min read
AI Visibility

Chunking Content for AI: How to Write Sections Models Can Lift

What a content chunk is, the ideal section length, and how to write self-contained sentences ChatGPT and Perplexity can lift into answers.

James Oliver James Oliver · 4 min read
AI Visibility

Competitor Citation Tracking: How to Monitor AI Mentions of Your Rivals

How to track which competitors AI recommends in your category, find the sources it trusts, and turn that intel into more citations for your store.

James Oliver James Oliver · 5 min read
AI Visibility

Content Structure for AI: How to Write Pages Models Retrieve

How to structure content for AI retrieval: chunking, answer-first writing, definition sentences, tables and FAQs that ChatGPT and Perplexity actually cite.

James Oliver James Oliver · 5 min read
AI Visibility

Using Expert Quotes & E-E-A-T to Earn LLM Citations

How expert quotes and E-E-A-T signals make AI engines trust and cite your store's content, with sourcing tactics built for a small ecommerce team.

James Oliver James Oliver · 4 min read
AI Visibility

How to Get Your Shopify Store Cited by ChatGPT (2026)

A step-by-step playbook to get your Shopify store recommended by ChatGPT: schema, content, reviews, and how to track what actually works.

James Oliver James Oliver · 8 min read
AI Visibility

How AI Decides Which Products and Brands to Recommend

The real signals ChatGPT, Perplexity and Gemini use to pick which products and stores to recommend, plus the myths that don't move the needle.

James Oliver James Oliver · 5 min read
AI Visibility

Listicles and Buying Guides That Get Cited by AI

Why listicles and buying guides get quoted by ChatGPT and Perplexity, how to format them, and how to be the source AI pulls from for your category.

James Oliver James Oliver · 4 min read
AI Visibility

llms.txt for Shopify: A Complete Implementation Guide

What llms.txt is, whether it matters yet, and exactly how to add one to your Shopify store, with a copy-paste template and an honest verdict.

James Oliver James Oliver · 6 min read
AI Visibility

How to Write Product Descriptions AI Chatbots Will Quote

Write Shopify product copy that ChatGPT and Perplexity lift into answers: the structure, the specifics, and a reusable template with before/after examples.

James Oliver James Oliver · 5 min read
AI Visibility

The 30-Minute Shopify AEO Audit (Free Checklist)

Run this 30-minute checklist to see if your Shopify store is ready to be cited by AI, across crawlability, schema, content, authority and measurement.

James Oliver James Oliver · 4 min read
AI Visibility

Shopify Schema & Structured Data for AI Search: The Complete Checklist

The exact structured-data stack that gets Shopify stores cited by ChatGPT and AI search, with copy-paste JSON-LD examples and how to validate it.

James Oliver James Oliver · 7 min read
AI Visibility

Why Your Shopify Store Isn't Cited by AI (and How to Fix It)

The real reasons ChatGPT, Perplexity and Gemini ignore your store, plus a fix-it checklist you can run on your Shopify store today.

James Oliver James Oliver · 6 min read
AI Visibility

What Is AI Share of Voice, and Why It Matters for Ecommerce in 2026

AI share of voice tracks how often AI names your brand to shoppers. Learn how to measure and grow ecommerce AI SOV across ChatGPT, Perplexity, and more.

James Oliver James Oliver · 15 min read

Find out where you stand with AI

Shop Mentions scans ChatGPT, Perplexity, Gemini, and Claude and reports your AI share of voice inside your Shopify admin, at the product level.

Install on Shopify
Tracked across ChatGPT Perplexity Gemini Claude