Make product facts explicit
Product pages should expose product name, brand, category, material, dimensions, compatibility, policies, and use cases in readable text. Images are useful, but they should not be the only source of important facts.
Ecommerce
How Shopify brands can prepare for AI recommendations
How ecommerce teams can make product facts, reviews, policies, comparisons, and guides easier for AI answer systems to understand.
- AI systems need product facts that are accessible outside images and scripts.
- Reviews, shipping, returns, materials, fit, and comparisons should be written in plain HTML.
- Do not claim recommendation outcomes that have not been measured.
Add answer pages around buying questions
Many AI recommendation prompts are not product-name searches. They ask which option fits a use case, which material is safer, what tradeoffs matter, or how products compare.
- Buying guides
- Comparison pages
- FAQ blocks
- Review-backed evidence pages
- Policy explainers
Keep claims reviewable
Use customer reviews, product specifications, lab tests, certifications, and support policies as evidence. If a claim is not verified, write it as a hypothesis or remove it from public copy.
FAQ
Should Shopify brands create separate AI pages?
They should create useful answer pages for real buyer questions. The goal is not an AI-only page, but a page that humans and machines can both use.