Practical, honest writing on getting your products seen and chosen by AI shopping assistants.
Search rewarded the page that ranked. Answer engines reward the brand the model can confidently name inside a single response. For a beauty or wellness brand, t
There is a fast way and a durable way to get an AI assistant to trust your brand. The fast way is to manufacture the signals: fake reviews, planted mentions, ke
Being named by ChatGPT and being cited by Perplexity are related jobs with different mechanics. A brand that understands both can work each on its own terms ins
Structured data is the plumbing of AI visibility. It is invisible to your customers and decisive to every machine that decides whether to recommend you. A beaut
A shopper opens ChatGPT and types "a vitamin C serum that actually brightens without irritating my skin." The assistant answers with three or four named product
A shopper tells an assistant, "reorder my magnesium and add a good fragrance-free SPF for sensitive skin, under 30 dollars." An agent reads the request, compare
You can have the best-formulated retinal in your price band and still lose the sale, because the assistant a shopper asked never named you. Invisibility in beau
How AI shopping assistants decide which products to recommend More shoppers now ask an AI assistant what to buy instead of scrolling search results. When they d