AI Shopping Readiness: Check Your Store in 30s

Something fundamental is changing about how people shop online. Instead of typing "best running shoes under £100" into Google and scrolling through 10 blue links, a growing number of shoppers are asking ChatGPT, Gemini, or Perplexity the same question - and getting a curated answer with specific product recommendations.

If your store isn't optimised for this new reality, your products are invisible to millions of potential customers. And unlike traditional SEO, where you might appear on page 2 or 3, with AI shopping you either get recommended or you don't. There is no page 2.

The good news: checking your store's AI shopping readiness takes 30 seconds. Here's what you need to know.

What Is AI Shopping?

AI shopping refers to the use of large language models (LLMs) like ChatGPT, Google Gemini, Perplexity, and Microsoft Copilot to discover, compare, and purchase products. Instead of browsing multiple websites and comparing options manually, shoppers ask an AI assistant for recommendations.

ChatGPT's shopping features launched in 2025 and are already being used by millions. When a user asks ChatGPT for a product recommendation, it:

Searches the web for relevant products
Evaluates product pages based on structured data, content quality, and reviews
Synthesises a recommendation with specific products, prices, and reasons

If your product pages have the right data in the right format, your products get recommended. If they don't, your competitors' products do.

How to Check Your AI Shopping Score in 30 Seconds

The fastest way to check is with PageDiag's AI Shopping Readiness Test. Enter your store URL, and in under 60 seconds you'll get:

Your AI Shopping Score (0-100)
A breakdown of what AI assistants can and can't see on your product pages
Specific issues and recommendations to fix
How you compare to competitors on the same platform

You can also check directly from the AI Shopping Test tool for a more detailed analysis.

What AI Assistants Look for on Your Product Pages

Based on analysis of how ChatGPT, Gemini, and Perplexity evaluate product pages, there are five key factors that determine whether your products get recommended:

1. Structured Data Completeness

This is the most important factor. AI assistants rely heavily on JSON-LD Product schema to understand your products. They're looking for:

Product name - clear, specific, not stuffed with keywords
Brand - crucial for recommendation accuracy
Price and currency - must be current and in structured markup
Availability - InStock, OutOfStock, PreOrder
Description - detailed, factual product description
Images - at least one image URL in the schema
SKU/GTIN - product identifiers for cross-referencing
AggregateRating - review scores and count

Missing any of these reduces your chance of being recommended. Missing several means you're effectively invisible.

2. Content Quality and Depth

AI assistants evaluate whether your product descriptions actually help a shopper make a decision. They look for:

Specific details - materials, dimensions, weight, capacity, compatibility
Use cases - who this product is for and when to use it
Comparisons - how this product differs from alternatives
Honest limitations - products that acknowledge trade-offs are rated more trustworthy

A product description that says "Great quality bag, perfect for everyday use" tells an AI nothing useful. One that says "600D polyester laptop backpack, fits 15.6" laptops, 25L capacity, padded shoulder straps, water-resistant base" gives an AI everything it needs to recommend your product to the right shopper.

3. Review Data

Reviews are a critical trust signal for AI recommendations. The factors that matter:

Review count - more reviews = more confidence in the recommendation
Rating distribution - suspiciously perfect 5-star ratings are a red flag
Review recency - recent reviews signal an active product
Review schema - reviews in structured data, not just displayed on page

If you use a review app (Judge.me, Loox, Stamped, Yotpo), make sure it outputs review data in JSON-LD schema, not just visual display. Many review apps render reviews with JavaScript but don't include them in structured data - meaning AI assistants can't see them.

4. AI Crawler Access

Your robots.txt file controls which crawlers can access your content. Many ecommerce stores inadvertently block AI crawlers. Check if your robots.txt blocks any of these user agents:

GPTBot (ChatGPT)
ClaudeBot (Anthropic/Claude)
PerplexityBot (Perplexity)
Googlebot-Extended (Gemini)
Bytespider (TikTok's AI)

If you're blocking these, your products are invisible to AI shopping assistants regardless of how good your structured data is. Our LLM Visibility checker tests this automatically.

5. Content Accessibility

AI crawlers typically can't execute JavaScript. If your product information - prices, descriptions, reviews, specifications - only loads via client-side JavaScript, AI assistants can't see it.

This is a particular issue with:

Headless commerce setups that rely on client-side rendering
Single-page applications (SPAs)
Some Shopify themes that load product details via AJAX
Review apps that render reviews entirely with JavaScript

Test this yourself: view your product page source (not the rendered DOM, the actual HTML source) and check whether your product information is there. If it's not in the HTML source, AI crawlers can't see it.

Platform-Specific AI Shopping Readiness

Different ecommerce platforms handle structured data differently:

Shopify

Shopify themes generally include basic Product schema, but it's often incomplete. Common issues:

Missing brand in schema
No review data in structured data (even when using review apps)
Missing GTIN/SKU identifiers
Product descriptions copied to meta descriptions without unique content

Test your Shopify store →

WooCommerce

WooCommerce with a good SEO plugin (like Yoast or RankMath) usually outputs decent schema, but:

Default schema is often minimal
Review data may not be included in schema
Plugin conflicts can corrupt structured data
Some themes override schema output

Test your WooCommerce store →

Other Platforms

BigCommerce, Magento, Squarespace, and Wix all have varying levels of default structured data support. Test any platform →

The 5-Minute Fix: What to Do Right Now

If you're short on time, here are the highest-impact actions:

1. Check Your AI Shopping Score (30 seconds)

Run your store through PageDiag's AI Shopping Readiness Test. This tells you exactly where you stand and what to fix first.

2. Check Your robots.txt (2 minutes)

Go to yourstore.com/robots.txt and look for lines that block GPTBot, ClaudeBot, or PerplexityBot. If they're blocked, remove those rules.

3. Validate Your Structured Data (2 minutes)

Use Google's Rich Results Test to check a product page. Look for Product schema with price, availability, brand, and reviews. If any are missing, that's your first fix.

What a Good AI Shopping Score Looks Like

PageDiag's AI Shopping Score rates your store from 0-100:

80-100: AI-Ready - Your product pages are well-optimised. AI assistants can confidently recommend your products.
50-79: Partially Visible - Gaps in structured data or crawlability. AI assistants may skip your products in favour of better-optimised competitors.
0-49: Invisible - Critical issues preventing AI assistants from understanding your products. Your competitors are getting recommended instead.

The Revenue Impact

AI shopping is still early, but it's growing fast. Gartner predicts that by 2026, 20% of online purchases will involve AI recommendation. For ecommerce, being early to AI shopping optimisation is like being early to SEO in 2005 - the stores that invest now will have a significant advantage.

The same optimisations that improve your AI Shopping Score also benefit:

Traditional SEO - better structured data improves rich snippet eligibility
Google Shopping - product schema feeds directly into Shopping results
Social commerce - rich product data improves sharing previews

It's not a trade-off. It's pure upside.

Check Your Store Now

The check takes 30 seconds and costs nothing:

Go to PageDiag's AI Shopping Readiness Test
Enter your store URL
Get your AI Shopping Score with specific recommendations

Whether you're on Shopify, WooCommerce, BigCommerce, or any other platform, the test works the same way. You'll know exactly where you stand and what to fix - in under a minute.