Every update. One feed.
In early 2026 Amazon launched the COSMO semantic search engine powered by Rufus AI, turning every listing into a knowledge‑graph node. Keyword stuffing is now...
Advertising API Release Notes
Amazon's CoSMo algorithm replaces A9's keyword matching with an intent-based knowledge graph containing millions of relationship nodes. Sellers need to shift...
Advertising API Release Notes
Amazon's 2025 search algorithm now uses COSMO for semantic understanding and Rufus for conversational commerce, replacing traditional keyword-matching. Sellers...
Advertising API Release Notes
Amazon's AI-driven search tools like Rufus now favor natural noun phrases over isolated keywords. Sellers who adopt noun phrase optimization across titles,...
Advertising API Release Notes
Amazon’s new Cosmo AI search engine, launched in 2024, shifts ranking from keyword density to buyer‑intent detection, using a knowledge‑graph of over...
Advertising API Release Notes
Amazon's AI search tools Rufus and COSMO are replacing keyword matching with conversational, intent-driven product discovery. Sellers need to rewrite listings...
Advertising API Release Notes
Amazon's Rufus AI assistant is shifting product discovery from keyword matching to intent-based conversational search. Sellers need to optimize listings for...
Advertising API Release Notes
Amazon's COSMO framework uses large language models to build knowledge graphs that understand why customers make purchases, not just what they buy. Testing...
Advertising API Release Notes
Amazon introduced COSMO, an LLM‑driven knowledge‑graph framework that classifies product links into use‑case, capability, classification and causal categories....
Advertising API Release Notes