ListingGood

ListingGood is an AI recommendation engine for Amazon sellers. It takes the text you would normally paste into an Amazon listing — title, bullets, search terms — and restructures it as data that Amazon's AI systems can read. More specifically, it prepares products for Rufus, Amazon's conversational shopping assistant, and COSMO, the knowledge graph that understands context and product relationships. When both systems can parse a listing, the product stands a much better chance of being recommended to shoppers.

The platform pairs this structuring work with a compliance pre-check. It scans listings and even image text for banned words, restricted claims, off-Amazon redirects, medical claims, and other takedown triggers. The scan covers 18+ rule dimensions and is category-aware, so a cosmetics listing checks different rules than an electronics listing. Every listing receives a 0–100 AI Readiness Score that blends readability, compliance health, and competitiveness against top listings. Instead of relying on a generic LLM, ListingGood draws on its own knowledge base built from 15 years of Amazon selling experience, including real takedown emails, winning listings, and appeal documents.

Amazon sellers and ecommerce brands are the obvious audience. A seller can paste a title and bullets to get an instant risk report, generate a compliant listing directly from a scan, or keep an eye on product recall alerts by category. The site offers a free compliance check and gives new users 10 stars to start; additional stars cost $0.10 each and never expire. It is a practical tool for anyone who wants their products to be visible to AI-driven shopping on Amazon.