Shoppers don't search in your catalogue's words — Vanilla AI Search matches what they mean. Hybrid keyword + AI semantic ranking finds matching products even for vague queries, fixes typos without breaking product-name searches, and completes queries as shoppers type. Pin, hide, promote, redirect and curate results with merchandising rules that publish in seconds. Search analytics show demand, dead ends and clicks. If quotas run out, search continues in keyword mode.

• AI semantic search: results match shopper intent, not just keywords
• Instant search with typo tolerance, completions and trending searches
• Merchandising rules: pin, hide, promote, redirect, banners and curations
• Search analytics: top searches, zero-result queries, clicks and quota usage
• One-click theme setup with automatic fallback to the theme's own search