Shoppers are using AI assistants like ChatGPT and Gemini to find products. Shopify feeds your catalog to them, but AI only sees bare data and misses your brand's unique story. VibeTags fixes this. Describe your products across six key dimensions. Our app turns this into feed-ready copy and structured data that AI search engines read, writing it directly to your product descriptions and storefront. No coding required, fully reversible, with built-in quality guardrails.

• Shoppers are using AI assistants like ChatGPT and Gemini to find products. Shopi
• Six plain inputs, zero code: Answer six simple questions; we handle the markup.
• Transparent and reversible: Revert any changes with a single click at any time.

Shopify automatically deploys AI discovery files for every store. AI buyer agents can find anyone — but they still choose which products to recommend. Agent Visibility audits your catalog across 22 checks to measure how likely agents are to prefer your products. The Fingerprint tests your products against ChatGPT, Gemini, and Claude acting as buyer agents. The Optimizer drafts improvements you review and approve before anything changes.

• Agent-Preference Score: 22 checks across 4 categories, scored 0 to 100
• Agent Fingerprint: test products against ChatGPT, Gemini, and Claude
• Optimizer: AI-drafted product improvements with mandatory review gate