What Is AI Shopping, and How Do Products Appear in ChatGPT Shopping?
AI shopping is buyers researching, comparing and choosing products inside an AI assistant. Here is what those assistants rely on, and how brands can prepare.
Content Lead, Noma
Writes about the content side of AI search: what gets cited, why, and how to fix an answer that gets your brand wrong.
8 articles
AI shopping is buyers researching, comparing and choosing products inside an AI assistant. Here is what those assistants rely on, and how brands can prepare.
Product pages built for conversion often hide the facts Google's AI features need. Here is how to make yours clear, crawlable and easy to use in AI Overviews.
A week-by-week checklist for setting up answer engine optimization: positioning, prompts, a baseline, owned page fixes and third-party sources, then a monthly rhythm.
AI engines recommend brands they can describe clearly and verify elsewhere. Here is the practical work that makes your brand one of them, engine by engine.
A mention is your brand named in an AI answer. A citation is your URL listed as a source. They are separate outcomes, and each one calls for different work.
AI assistants cite a small, repeatable set of sources for any given question. Here is what determines whether a page makes that set, and what to change if yours doesn't.
AI engines state wrong pricing, features and facts about brands with complete confidence. There is no support line to call. Here is the sequence that actually corrects the record.
Getting mentioned in an AI answer and getting cited as its source are different achievements. Here is the work that moves each, in the order that pays.