Shoppers now ask AI "what should I buy?" Most stores have no idea what gets said. ShelfSight monitors your AI visibility. It scans real buying-intent prompts across ChatGPT, Perplexity, Gemini, Claude and Google AI Overviews, then reports honestly: recommended in 3 of 5 scans, never invented percentages. See the sources engines cite (and whether you're on them), who wins the prompts you lose, and what each fix is worth. ACP feed audit with one-click fixes. Weekly action report by email.

• Visibility score per prompt and engine, reported as honest stability counts
• See the exact sources AI engines cite — and whether your store is on them
• Feed audit against AI shopping requirements with one-click preview fixes
• Weekly action report and drop alerts under a public methodology