How each product is doing and what to do next: a point-by-point inspection against the category's winners, the attribute gaps by name, and why the leading products win.
Your AI-ready product page: copy, FAQs and specs rebuilt around the category's weighted attributes, with Product and FAQPage JSON-LD added by Novi. Missing facts are flagged for your team, never invented.
Attributes written to each retailer's rules for Amazon and Walmart, with the evidence behind every value and a preview of the finished Amazon page.
Not all product improvements have the same impact. Novi ranks every recommendation based on its influence on AI product selection, helping teams focus on the highest-impact changes while reducing unnecessary brand, legal, and compliance reviews.
See how AI reads the product and where it falls short of the category's gates and weighted attributes.
Compare the live page with the AI-ready version, fact by fact.
Review Novi's values against your own, field by field, and keep only what you approve.
Publish where it matters most (see Distribution & Attribution).
Novi complements your existing AI visibility tools with category-level intelligence that reveals what drives product recommendations, where your products fall short, and which optimizations matter most.
Talk to salesNovi's Ideal PDP is an AI-ready product page optimized around the attributes and information AI models prioritize within a product category. It combines clear product descriptions, relevant FAQs, complete specifications, and structured data to help AI systems accurately understand and evaluate a product.
Novi uses Category Intelligence to identify the attributes and eligibility requirements that influence AI product recommendations. It compares each product against these category-specific signals and prioritizes improvements based on their potential impact on product selection and ranking.
No. Novi builds optimization recommendations around your existing brand content and product information. Missing product facts are flagged rather than invented, and your team reviews recommended changes before they are implemented.
Yes. Novi provides retailer-specific product attribute recommendations that help brands improve product information across channels such as Amazon and Walmart. This is especially important for brands whose products are primarily discovered and purchased through retail partners.
