Static product quiz builders ask fixed questions, require manual SKU mapping, and break when catalogs change. AI-powered quizzes adapt every question dynamically, pull from live catalog data, and match shoppers to the right product in as few as three questions.
Merchants face four distinct AI shopping surfaces in 2026, each with different feed requirements, commission structures, checkout mechanics, and audience profiles. This post compares ChatGPT, Perplexity, Google AI Mode, and Gemini across six dimensions that matter for ecommerce.
A major search platform and a major commerce platform have created the Universal Commerce Protocol, enabling native AI checkout where shoppers buy without visiting your website. Here's what ecommerce brands need to know about product data, integration requirements, and strategic implications.
Three AI checkout models compete to define instant checkout in ecommerce. One already pulled back after near-zero sales. This is an honest assessment of what works, what is speculative, and what merchants should invest in today.
Conversational commerce lets shoppers describe what they want in natural language and buy inside the conversation. AI-powered platforms like Alhena drive 3x+ conversion rates by replacing rigid filters with intelligent, multi-channel product discovery and checkout.
Generative engine optimization (GEO) is the strategic layer above SEO and AEO that determines whether AI platforms recommend your products. This guide covers the external sources that shape AI recommendations and how ecommerce brands can audit and strengthen their GEO position.