AI-Ready Product Data
Improve product titles, descriptions, attributes, specifications and product information so each item is unambiguous to both shoppers and machines.
I optimize your ecommerce store so AI-powered shopping systems can better understand, evaluate, and discover your products.
No ranking guarantees. No shortcuts. Just better product data, stronger technical foundations, and a store built for the evolving search and shopping landscape.
Product data
Titles, attributes, identifiers
Structured data
Product & Offer markup
Trust signals
Reviews, shipping, returns
Shoppers increasingly research purchases through ChatGPT, Google/Gemini, Perplexity and other AI-powered search and shopping experiences before they ever reach a product page.
If AI systems cannot clearly understand your product data, it becomes harder for your products to be accurately represented in AI-powered shopping experiences.
This is not determined by website SEO alone. Readiness spans your entire commerce data surface:
Answer a few questions about your catalogue and I'll generate an AI Shopping Readiness assessment, with every signal clearly labelled as verified or estimated.
An optimization exercise — not proof that any AI system has recommended your product. It shows the shopping questions your product data needs to be able to answer.
Enter a product above to see the natural-language questions your product data should be able to support.
Seven workstreams that make your catalogue complete, consistent and machine-readable.
Improve product titles, descriptions, attributes, specifications and product information so each item is unambiguous to both shoppers and machines.
Implement and improve relevant ecommerce structured data such as Product and Offer information, matching what is actually visible on the page.
Improve product feed completeness, consistency and accuracy for supported shopping platforms and merchant programmes.
Create content that answers natural-language product discovery questions — comparisons, use cases, budgets, sizing and alternatives.
Improve the clarity and consistency of brand, product and merchant information across your site and the wider web.
Improve the visibility and consistency of reviews, shipping, returns, availability and other purchase-related information.
Identify the technical and content gaps that could limit how well your products are understood by AI-powered discovery systems.
These strategies complement each other. SEO gets your products discovered. AI Shopping Optimization helps make your product information easier for emerging AI-powered discovery systems to understand.
| Traditional SEO | AI Shopping Visibility |
|---|---|
| Keywords | Natural-language intent |
| Search rankings | Product discovery |
| Web pages | Product data + feeds + pages |
| Search snippets | AI product recommendations |
| Keyword targeting | Product / use-case understanding |
| Organic traffic | AI-assisted shopping traffic |
Product pages that are easy for people to read are also the ones machines interpret most reliably. These are the fields I make explicit.
Your customers are already asking AI what to buy. Make sure your product catalog is prepared to be understood.
AI platforms decide which products they surface based on their own systems and available data. My job is to improve the quality, completeness and accessibility of your product information so your store is better prepared for those environments.