ShelfSight

See your store the way AI shoppers see it — know where ChatGPT, Perplexity, Gemini, Claude and Google AI Overviews recommend you, who wins when they don't, and exactly what to fix.

• Know where you stand. A stability-based visibility score per buying-intent prompt and engine — honest “recommended in 3 of last 5 scans”, never made-up percentages.
• Beat named competitors. See who wins the prompts you lose, with the cited sources.
• Fix what holds you back. A deterministic feed audit against AI shopping feed requirements, with exact fixes.