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Amazon has revealed the technical architecture behind Rufus, its AI shopping assistant. The system uses a custom LLM, real-time retrieval from product data,...
Advertising API Release Notes
Rufus AI now handles about 2‑3 % of Amazon purchases in 2026, forcing sellers to balance traditional SEO with AI‑specific listing tweaks. The assistant...
Advertising API Release Notes
Amazon has launched the generative‑AI shopping assistant Rufus for UK mobile‑app users, with a wider rollout planned over the next few weeks. The AI pulls...
Seller Central News
Amazon now inserts Sponsored Product ads into Rufus AI chat responses, showing them alongside the assistant’s recommendation. Eligibility scoring now combines...
Advertising API Release Notes
Amazon launched a U.S.-only pilot of Sponsored Ads inside the Rufus AI shopping assistant on the mobile app, where AI‑generated copy replaces static headlines...
Advertising API Release Notes
Helium 10’s episode #586 showcases AI‑driven product discovery that cuts research time by ~30%, a real‑time pricing engine that trims stock‑out risk for...
Helium 10 Blog
Amazon's AI shopping assistant Rufus is now available to all U.S. customers, fundamentally changing how products are discovered through conversational search....
Advertising API Release Notes
Amazon has completed the nationwide rollout of its generative‑AI shopping assistant Rufus to all US shoppers on mobile apps and desktop sites, after a beta...
Advertising API Release Notes
Amazon's Rufus AI assistant lets shoppers ask conversational questions instead of keyword searches, pulling answers from listings, reviews, and Q&A. Sellers...
Advertising API Release Notes
In early 2024 Amazon FBA sellers began using ChatGPT to generate product listings in under two minutes, cut copy‑creation costs to about $20/month and...
Helium 10 Blog