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Amazon's new Rufus AI assistant now parses the full 2,000‑character product description, title, bullet points, A+ Content, reviews and Q&A to answer...
Advertising API Release Notes
Amazon is piloting a limited U.S. rollout of Sponsored Ads inside the Rufus AI shopping assistant, where ad placement is driven by listing content quality...
Advertising API Release Notes
Rufus AI now scans the entire Amazon detail page, giving the highest weight to the product title and the first two bullet points, and also indexing text in...
Advertising API Release Notes
Amazon's Rufus AI is shifting product discovery from keyword search to conversational queries, requiring sellers to rethink listing optimization with...
Advertising API Release Notes
Amazon's AI shopping assistant Rufus now processes about 275 million daily queries (≈14% of all Amazon searches) and uses the Cosmo engine to rank products...
Advertising API Release Notes
Amazon is rolling out two AI systems—COSMO, its intent‑engine, and Rufus, a conversational assistant—that replace keyword‑centric search. COSMO ingests shopper...
Advertising API Release Notes
In March 2025 Amazon upgraded Rufus with mood‑based browsing, a desktop AI answer bar, and an image relevance scoring engine. The beta saw ~190 000 queries per...
Advertising API Release Notes
Amazon's AI assistant Rufus is shifting product discovery from keyword search to conversational queries, requiring sellers to rethink listing optimization,...
Advertising API Release Notes
Amazon added the Rufus AI shopping assistant to its mobile app in early 2024. The generative AI matches shopper intent, scans product images, and weights...
Advertising API Release Notes
Amazon has made the Rufus AI shopping assistant a permanent feature in its mobile app (2024), letting shoppers ask natural‑language questions and receive...
Advertising API Release Notes
Amazon’s Rufus AI shopping assistant has logged over 250 million user interactions, with monthly active users up 140 % YoY and query volume up 210 %. Shoppers...
Advertising API Release Notes
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 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
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