You can use Novi to track and improve how conversational search engines recommend your retail products. It analyzes how models like ChatGPT, Gemini, and Claude evaluate your catalog against competitors and identifies specific data gaps. You can test product positioning, inspect category-level signals, and distribute structured product attributes directly to sales channels. By updating feeds, product details, and digital footprint content based on these findings, you make your catalog easier for shopping bots to find, understand, and select during consumer queries.
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