Shoppers increasingly ask ChatGPT, Gemini, and Perplexity what to buy. AisleLens measures whether those assistants recommend your products versus competitors, shows your share of voice, and flags your weakest assistant. It diagnoses why competitors win — tied to the exact buyer prompts you're losing — and proposes reviewable fixes you approve before anything changes (conflict-checked and reversible). Then verify whether it moved the needle, with real statistics.

• Measure if ChatGPT, Gemini & Perplexity recommend you — with sample sizes.
• See your share of voice vs named competitors, and your weakest engine.
• Diagnose why competitors win — tied to the exact prompts you're losing.
• Apply reviewable SEO fixes — conflict-checked and one-click reversible.
• Verify changes with before/after stats; monitor visibility with alerts.