Everything that decides whether an AI assistant can recommend your products, why each one matters, and how to check it yourself. Grounded in Shopify's published requirements and the same rule engine Endcap uses in the app.
If you read one page, read the first. It explains why inclusion is binary and ranking is secondary.
Shopify Catalog is the product feed AI assistants like ChatGPT read. It has pass-or-fail rules — miss one and your product is excluded, not ranked lower.
What an AI assistant reads before naming a store, why product data beats page design, and how to check whether you are being named.
Traditional SEO ranks pages for crawlers. AI visibility depends on a structured feed with pass-or-fail requirements. The work is different.
AEO, GEO and llms.txt explained in plain terms, and which of them actually affect whether a Shopify product gets recommended.
What changes when an AI agent does the shopping, which surfaces Shopify already supports, and what a merchant should do about it now.
GEO is a real shift described with inflated language. What changes for an online store, what does not, and which parts are measurable.
A practical checklist for Shopify products missing from your store, collections, POS, Instagram, Facebook, Google or AI shopping surfaces.
A practical explanation of Shopify product tags, how they differ from product type and vendor, and when tags do or do not help visibility.
The practical difference between Shopify options and variants, with examples for product data quality, shopper clarity, and AI visibility.
How to use Shopify's storefront password intentionally, what it hides, and what to check before locking a live store.
What it means when a Shopify online store is password protected, how that differs from unlisted products, and how to diagnose the visibility impact.
How Shopify product feed APIs relate to product data quality, catalog eligibility, Google feeds, Meta feeds and AI visibility.
A merchant-focused guide to Shopify product data, feed readiness and the fields that affect product discovery.
When a Shopify product RSS feed is useful, when it is the wrong tool, and why product data quality still comes first.
A Shopify SEO guide that separates classic search work from product data, Shopify Catalog readiness and AI visibility measurement.
Shopify is a solid SEO platform for ecommerce, but product data, theme choices, content and catalog readiness decide how well it works.
A practical comparison of Shopify and WordPress for ecommerce SEO, including product data, content flexibility and AI shopping readiness.
Manual vs automated collections: why a Shopify product is missing from a collection and which fields decide automated membership.
Draft, active, archived and unlisted are different Shopify product states. What each one hides and what it does not.
One catalog feeds all of them, so most of this work is shared. These cover what is genuinely specific to each surface, including the eligibility rules Shopify publishes.
The ChatGPT channel is on by default for eligible stores. Requirements Shopify publishes, including the three policies most stores forget.
Perplexity surfaces products inside its answers. What a Shopify merchant controls, what they do not, and which catalog work carries over from ChatGPT.
Google published its own guidance for generative AI features, including a mythbusting section. What it says matters for ecommerce, and what it says to ignore.
Shopify syndicates Catalog to several AI channels. Why per-assistant tactics are mostly wasted effort, and what actually differs between them.
Shopify names External product URL among the fields AI platforms consider, but only for stores on the Agentic plan. What that means for everyone else.
A practical diagnosis for Shopify stores missing from Google Search, Google Shopping, and Google AI surfaces without promising rankings.
What Shopify merchants can control before expecting products to appear in ChatGPT shopping answers: eligibility, catalog data, and measurement limits.
How Shopify merchants should think about AI visibility, catalog readiness, fixed query sets, share of voice, and what is not measured.
How to think about Shopify product data for Google Merchant Center without confusing it with Shopify Catalog or AI visibility.
How to evaluate Shopify Google Shopping feed apps, and where catalog readiness tools fit before you choose one.
A practical way to prepare Shopify product data for Google Shopping without confusing feed setup with catalog readiness.
How Shopify product feeds relate to Google Merchant Center, Meta catalogs and Shopify Catalog readiness.
How to think about Shopify-to-Instagram catalog setup, product data quality and the limits of catalog readiness tools.
How to separate Meta sync problems from Shopify product-data problems when a Shopify catalog is not syncing with Facebook.
What has to be true before Shopify products can be tagged on Instagram, and why source product data still matters.
How Shopify product data affects WhatsApp catalog workflows, and where catalog readiness tools fit.
What Shopify merchants can verify for ChatGPT shopping and checkout readiness, and where catalog data ends and platform control begins.
A practical framework for evaluating Shopify agentic commerce apps without confusing catalog readiness, AI visibility, SEO and checkout.
A practical map of Shopify agentic commerce tool categories: catalog readiness, product data, AI visibility, workflow automation and checkout.
Checklists, templates and how to measure whether any of it moved.
A practical order of operations: clear the exclusions first, then improve matching, then measure whether assistants name you.
Branded questions prove nothing. Here is how to build an honest measure of whether assistants recommend you when the shopper has not named you.
Every check we run, in the order that matters, with how to verify each one in your Shopify admin without installing anything.
A buying guide for a category full of unfalsifiable claims. Five questions that separate a tool that measures something from one that reports a number.
Shopify generates facts about your store that AI platforms use to answer questions. The Knowledge Base app is where you review and correct them.
Shopify Catalog lets you map product data to preferred sources, so what assistants read can differ from what your online store displays.
A reusable structure for Shopify descriptions, built around the attributes shoppers name when they ask an assistant for something.
How Shopify password protection works for stores and pages, and why password state matters for SEO, catalog readiness and AI visibility.
How to decide whether Shopify variants should stay together or become separate products, and why variant option names matter for AI shopping.
A practical guide to Shopify product tags, SEO keywords, meta tags and AI shopping data without treating tags as ranking magic.
How to edit Shopify tags safely, what to check before bulk changes, and why product tags are not the same as SEO metadata.
A troubleshooting guide for Shopify SEO problems across indexing, content, product data, migrations, apps and AI shopping readiness.
A Shopify SEO review framework for merchants comparing SEO apps, audits and AI visibility tools without mixing the mechanisms.
Why Shopify says the variant Default Title already exists, and how to fix the real cause instead of deleting variants.
Separate a broken image (theme, CDN or URL) from a missing image (product record) when Shopify product images will not load.
Diagnose storefront search problems in Shopify: indexing, searchable fields, apps and hidden products, without blaming SEO.
Why Shopify rejects duplicate SKUs, how to find the offending variant, and why unique identifiers matter for inventory and product data.
Why a Shopify product page returns 404 after a migration, import or handle change, and how the URL handle relates to catalog eligibility.
A product failing any of these is absent from Shopify Catalog entirely. Fix these before anything else.
Found in 37% of the catalogs we scanned.
Found in 21% of the catalogs we scanned.
Found in 0% of the catalogs we scanned.
Found in 0% of the catalogs we scanned.
Found in 0% of the catalogs we scanned.
Found in 0% of the catalogs we scanned.
Found in 0% of the catalogs we scanned.
Found in 0% of the catalogs we scanned.
These products are included, but assistants have less to work with when a shopper describes what they want.
Found in 58% of the catalogs we scanned.
Found in 79% of the catalogs we scanned.
Found in 63% of the catalogs we scanned.
Found in 0% of the catalogs we scanned.
Found in 26% of the catalogs we scanned.
Found in 90% of the catalogs we scanned.
Found in 11% of the catalogs we scanned.
Found in 79% of the catalogs we scanned.
Found in 0% of the catalogs we scanned.
Found in 90% of the catalogs we scanned.
Found in 0% of the catalogs we scanned.
Found in 0% of the catalogs we scanned.
Found in 11% of the catalogs we scanned.
Found in 5% of the catalogs we scanned.
Found in 5% of the catalogs we scanned.
Free, no card. Enter your Shopify URL and see whether the public products we can inspect show these problems.