The AI Shelf - Intelligence for the new eCommerce era
From AI shopping assistants to marketplace algorithms, we break down what's actually happening in eCommerce — and what it means for your brand. No hype. Just sharp insights you can act on.

Amazon CoSMo Algorithm Explained: What Every Seller Needs to Know in 2026
Amazon didn't just update its search algorithm. It fundamentally rewrote how products get discovered. This comprehensive guide reveals how CoSMo's intent-based search actually works, why traditional keyword optimization is becoming obsolete, and the specific strategies winning sellers are using to dominate this new AI-powered marketplace.

The Complete Guide to Amazon Rufus: How AI is Transforming Product Discovery in 2026
Amazon just changed the rules of eCommerce. While most sellers optimize for keywords and A9 algorithm, Amazon's AI assistant Rufus is now processing over 13% of the platform's 2 billion daily searches — and driving $10 billion in incremental sales. With 250 million users and growing 140% year-over-year, Rufus isn't a beta feature anymore. It's the future of product discovery.
eCommerce

Unlock Your Strategy with Amazon Price History Data
Learn to use price history Amazon data to create smarter pricing strategies, forecast demand, and outperform competitors. Your guide to data-driven selling.

The Complete Amazon Listing Audit Checklist for AI-First Optimization (2026)
To audit your Amazon listing in 2026, evaluate both traditional SEO and AI-readiness factors. Check 25 traditional elements (title, bullets, keywords, images, A+ content) and 35 AI factors (intent clarity, use cases, conversational language, knowledge graph relationships). Score your listing 0-60 points, prioritize critical gaps, and fix issues systematically over 4 weeks.

7 Amazon Listing Optimization Tools for 2026 (Only 1 Understands AI)
The Amazon marketplace in 2026 looks nothing like it did two years ago. With Rufus processing over 20% of Amazon's searches, CoSMo's knowledge graph determining product visibility, and AI agents making purchase decisions on behalf of customers, traditional listing optimization is dead. Keyword stuffing doesn't work. Generic bullet points get ignored. This comprehensive comparison reviews 7 major Amazon listing optimization tools with brutal honesty about their AI readiness. We evaluate Helium 10, Jungle Scout, ZonGuru, SellerApp, AMZScout, DataHawk, and Cosmy based on a single critical question: do they optimize for Amazon's AI-powered product discovery?

A Seller's Guide to the Helium 10 Chrome Extension
Unlock Amazon FBA success with our guide to the Helium 10 Chrome Extension. Learn product research workflows, key features, and practical seller strategies.

A Brand's Guide To AI in SEO on Amazon
Struggling with Amazon's new AI search? This guide provides actionable strategies for using AI in SEO to boost your brand's visibility and drive sales.

A Practical Guide to Amazon Affiliate Marketing
Learn Amazon affiliate marketing with actionable strategies. This guide covers niche selection, content that converts, SEO, and monetization tips.

A Practical Guide to Amazon Pay Per Click Advertising
Master Amazon Pay Per Click with this comprehensive guide. Learn campaign setup, smart bidding, and advanced optimization to drive real growth on Amazon.

