AI Search

We took a production Shopify storefront through the full answer-engine treatment, testing every recommended tactic against primary sources before shipping it. This is what survived, what we skipped, and the distinction almost everyone gets wrong.

AI assistants are already recommending products to buyers who never see a search results page. Most Shopify stores are invisible to them — and the fix is more structural than a single file at your site root.