Reliability when it matters

During the 2025 Black Friday through Cyber Monday period, Algolia powered 33.5 billion searches on retail sites — a 13 % year-over-year increase — and supported 184 billion total queries in November, up 61 % YoY, demonstrating massive demand that our AI Retrieval platform scaled flawlessly.

Algolia’s AI Search and Retrieval infrastructure delivered greater than 99.999 % availability, even during extreme peak traffic moments like six-figure queries per second (QPS), ensuring retailers stay responsive and conversion-ready when traffic surges.

Yes — peak shopping demand now extends beyond a single weekend into a multi-month marathon from early November through January. Shoppers start searching earlier and sustain high-intent activity well past Cyber Monday, requiring search systems that deliver consistent performance throughout the entire holiday season.

AI-driven search and retrieval help deliver fast, relevant results at scale, reducing friction as consumer shopping patterns become more complex and conversational. Shoppers use AI tools to discover products, compare prices, and find inspiration — making robust retrieval essential for engagement and conversions.

Retail search patterns shifted — categories like pet products, apparel & fashion, and health & wellness saw strong growth, while luxury goods declined — illustrating how search relevance correlates with evolving consumer priorities. These insights underscore the need for high-precision AI Search that adapts to demand shifts and delivers relevant results in real time.