How to Audit and Optimise Your Shopify Store for ChatGPT Shopping Discovery

Online shopping is evolving, again. In 2025, Shopify & ChatGPT announced embedded in-chat conversational shopping, Agentic Commerce, features that enabled consumers to discover and purchase products within natural language conversations.

Introduction to Conversational Commerce in ChatGPT

We recently published our in-depth guide to Mastering Agentic Commerce for Shopify & ChatGPT, exploring the rise of conversational commerce and how Shopify merchants can prepare for product discovery inside ChatGPT. That article introduced the concept of Agentic Commerce, which is a major shift in online shopping, where AI agents help users find, compare and purchase products without traditional browsing. It explained how ChatGPT is already showing Shopify products in response to relevant prompts and gave a strategic overview of how merchants can adapt.

This follow-up guide goes one step further: it’s a practical, hands-on framework to audit and optimise your Shopify store for ChatGPT shopping discovery. You’ll learn what agentic commerce really means, how product selection works in ChatGPT, and exactly what you can do, today, without delay, to ensure your products are visible in ChatGPT shopping conversations.

What is Agentic Commerce?

Agentic Commerce refers to a new model of eCommerce where AI chatbots, like ChatGPT, act on behalf of users to handle search, discovery and decision-making tasks. Rather than browsing through endless websites or filtering products manually, users simply describe what they want in a conversational way. The AI does the rest; interpreting intent, fetching relevant options, and surfacing products that match the request.

In this new shopping environment, consumers no longer search – they ask. And instead of search engines responding with pages of results, AI agents respond with specific, curated recommendations. For merchants, this means visibility is no longer driven by traditional SEO or PPC, but by structured product data and semantic relevance.

How Does Conversational Commerce Work in ChatGPT?

When users ask ChatGPT for product recommendations, even making vague references to it, eg. “What’s a good body moisturiser under £15 that’s fragrance-free?”, ChatGPT evaluates the request, identifies shopping intent, and pulls structured product listings from available sources. This can include the following:

• Schema markup on merchant websites
• Google Merchant feeds
• Data from platforms like Shopify, eg. tags, metafields
• API endpoints

ChatGPT then displays products in shoppable cards or carousels with:

• Product name
• Image
• Price
• Star rating
• Merchant name
• Direct link to checkout or merchant website

Take a moment to absorb that last point, direct link to checkout – customers don’t even have to visit your website anymore.

This is a fast, frictionless, and focused on user intent, and not on who spent the most on advertising. This is a huge opportunity for smaller, niche brands who don’t have the advertising budget to compete with big brands.

Why Is This Beneficial for Shopify Merchants?

Shopify is the only major eCommerce platform that has an official partnership with OpenAI, the creators of ChatGPT. This gives Shopify merchants a natural advantage, as their product data is already formatted in ways that ChatGPT can access and interpret. Benefits include:

• Organic Exposure: Products appear naturally in high-intent conversations
• Free Traffic: No paid ads or bidding required [for now]
• Data Driven: Smaller brands with good data can compete with big names
• Faster Path to Checkout: ChatGPT links directly to your product page or checkout

With the right setup, your Shopify store could surface in ChatGPT responses to prompts like “best lightweight cotton t-shirt for running under £30” or “eco-friendly gifts for younger teachers under £10.” This new shopping opportunity is real, and it’s about to explode, so Shopify merchants need to move fast.

How Are Shopify Merchants & Products Selected in ChatGPT Shopping?

ChatGPT selects products and merchants based on how well their data matches the user’s query, and isn’t based on ad spend or brand popularity. Key signals include:

• Structured Product Data: Including schema Product, Offer, and AggregateRating markup
• Clarity in Product Titles & Descriptions: Use natural language and specific features
• Price Accuracy: Pricing must be visible and up to date
• Availability: Out-of-stock items are unlikely to appear
• Reviews & Ratings: Ratings and review counts are often shown and factored in

ChatGPT also checks for trustworthy URLs, mobile compatibility, and clean navigation. Sites with valid feeds, fast responses, and no errors are more likely to be included.

Shopify Stores Optimisation Tactics for ChatGPT Shopping

Below is a comprehensive list of tactics Shopify merchants, developers and brand managers can use to improve their chances of visibility in ChatGPT shopping recommendations:

• Product Titles: Be fully descriptive. Include what it is, who it’s for, and key features.
• Product Descriptions: Use natural language, which may vary in different regions and countries. Include use-case, materials, ingredients, size, etc.
• Shopify Tags: Use consistent and relevant tags like “vegan“, “under-£20“, “eco-friendly“, “gift-for-dad“
• Shopify Collections: Create longtail collections that match real search prompts – similar to sub-categories on other eCommerce platforms
• Category & Product Metafields: Use for structured data like skin type, tone, scent, audience, season
• Schema Markup: Ensure JSON-LD includes Product, Offer, and Review schema
• Reviews: Use apps like Judge.me or Loox to collect and display reviews
• Images: Use high-quality images with descriptive alt text
• Price Accuracy: Keep prices and offers up to date, use compare-at-price
• Checkout URLs: Use shopify_checkout_url for fast direct purchase paths
• Mobile UX: Ensure your site loads fast and renders cleanly on mobile
• API Feeds: Expose your store’s data via Storefront API for better indexing
• Test Queries: Ask ChatGPT real prompts and see what it returns, test and refine

Shopify Optimisation Checklist for ChatGPT Shopping Discovery

Use the table below to guide your Shopify store audit and optimisation process. Each item helps improve your visibility within ChatGPT shopping responses and supports your broader AI-readiness strategy.

Downloadable Checklist

To make it easy to share with your team or review during a site audit, you can download a printable version of this checklist:

• Download PDF version

We’ll continue updating this resource as ChatGPT evolves and new optimisation opportunities emerge. Bookmark this page and revisit regularly to stay ahead.