I noticed something significant last month while testing how different AI assistants recommend products in response to increasingly specific customer…

I audited thirty Shopify stores for AI search readiness over the past month and documented the pattern of mistakes that…

A client asked me last month whether they should stop optimizing for featured snippets now that Google AI Overviews are…

I ran a controlled test last week that produced a result that captures why most content hubs built for traditional…

A client contacted me last month with a question that captured a tension many brands are starting to notice but…

I have optimized seventeen Shopify stores for AI search visibility in the past eighteen months. Each engagement started with a…