Raw hits flatter. Seven metrics that show whether an AI shopping assistant helps shoppers buy, and how to keep bots, link previews and your own team out of the numbers.

Every unanswered question becomes a new tab. What Google and Baymard research says about the comparison loop, and five ways to keep the decision on your store.

AI assistants can only recommend what they can read. Eight practical fixes that make your product pages easier for AI to understand and recommend.

Voice commerce lets shoppers find and buy products by talking. What it is, the three places it happens, and how to add it to your own store.