When shoppers ask AI what to buy, does it name your products? How AI recommends products, the data that earns the citation, and the platform playbooks that win. Based on 5,000+ shopping queries.
No filler, no fluff. Every chapter answers the questions e-commerce leaders are actually asking about product discovery in the zero-click era.
How shoppers moved from browsing storefronts to asking AI what to buy, and what that does to traffic, discovery, and conversion.
Inside the recommendation engine: the signals AI weighs, where it sources products, and why it names some brands and ignores others.
The product feeds, schema, and review signals that get you cited, and the data hygiene that quietly keeps you out of the answer.
What it takes to win on ChatGPT, Perplexity, and Google AI individually, with the tactics that move each one.
The product categories dominating AI shopping answers today and the repeatable moves behind their visibility.
A staged plan to fix your feeds, earn citations, and capture AI-referred shoppers before your competitors do.
Three findings from the full report. The rest are inside.
The storefront is no longer the front door. The first impression happens inside an AI answer you do not control yet.
Shopper BehaviorThere is no page two. If you are not in the short list the model returns, you are effectively invisible to the buyer.
Winner Take MostAI pre-qualifies intent. Shoppers arrive already recommended, so the ones who do click convert far above baseline.
Conversion LiftEvery chapter ends with a direct takeaway for the role most affected by that finding. No generic advice.
Your discovery channel is shifting to AI. This report shows whether your products show up and what it takes to win the recommendation.
You own the revenue number. This report shows how to capture AI-referred demand and where it fits alongside paid and organic.
You manage the feeds and the catalog. This report gives you the structured-data and content tactics that earn the citation.
54 pages on AI product discovery, platform playbooks, and the zero-click era. No paywall. Just your name and email, and the full report opens instantly.
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