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AI Re-Ranking uses user behavior to adjust search results and category page ordering to drive sales. As customer behaviour changes with new products of seasonality the search results react automatically.
It’s worth noting that AI reranking overrides any other rules or settings except for pinned products. If you have pages that you want to merchandise for visual appeal or brand experience then disable re-ranking for that page.
NOTE: Before you can use AI Re-ranking, you have to track click and conversion events with Algolia. Coordinate with your data or front-end engineering team to implement event tracking.
From the Merchandising Studio homepage:



instock = true as re-ranking filter.

Recognized by IDC, Gartner, Forrester, and Paradigm B2B, Algolia helps enterprises turn search into a growth engine for AI-native experiences.
Algolia is recognized as a Leader in the 2026 Gartner® Magic Quadrant™ for Search and Product Discovery as the market shifts toward AI-powered, agentic discovery.
A Forrester Consulting study found Algolia delivered $3.1M NPV over three years, helping commerce teams improve relevance, automate merchandising, and grow revenue
IDC recognized Algolia as a leader in general-purpose knowledge discovery software, citing the growing role of search in AI-powered workflows and enterprise knowledge experiences
Algolia earned 12 medals across 12 categories in Paradigm B2B’s 2025 Enterprise Combine for Search and Discovery, with customers praising speed, transparency, analytics, and ease of use