ChatGPT Shopping for ecommerce brands is now a primary product discovery channel — hundreds of millions of people use ChatGPT to research, compare, and decide what to buy before they…

Google AI Mode is a conversational search experience that replaces the traditional results page with synthesized, Gemini-powered answers, product carousels, and follow-up questions. It launched to all US users in…

To show up in Google AI Mode, ecommerce brands need to work two separate tracks: getting content cited in AI-generated answers, and getting products surfaced in AI Mode shopping carousels.…

Google AI Mode vs AI Overviews is one of the most common points of confusion in ecommerce search right now — and the distinction matters. AI Overviews appear automatically at…

The Google Shopping Graph is a real-time product database containing over 50 billion listings that powers product carousels in Google AI Mode, AI Overviews, Google Shopping, and Gemini shopping answers.…

Less than 1 in 4 WooCommerce stores has the schema stack AI engines require for citation eligibility. Less than 1% have the full setup needed to appear in ChatGPT, Perplexity,…

The Perplexity Merchant Program is a free ecommerce integration that increases your products’ chances of appearing in Perplexity Shopping results, enables Buy with Pro in-chat checkout for Perplexity Pro subscribers,…