Agent Studio introduces a developer framework that enables building business-aware AI agents in weeks, not months. The platform orchestrates across multiple indices and data sources, delivering sub-50ms global retrieval with automatic business logic enforcement. Agents understand access permissions, data relationships, and organizational rules through real-time integration with existing Algolia configurations. A single API endpoint handles LLM communication, multi-source retrieval, and tool orchestration, eliminating months of custom integration work. Click here to learn more. If you’d like access to the Algolia Agent Studio, please fill out this form. 

Collections no longer require calling the Push Task to stay up to date. You can now apply transformations using supported API clients (Go, Java, JavaScript, PHP, Python), which handle ingestion automatically. This reduces setup friction and helps business users get started faster. Click here to learn more.

Business users can now generate product collections using natural language prompts like “vintage dresses with a floral print.” Powered by NeuralSearch, this enhancement automatically curates relevant items based on semantic relevance. It reduces manual work, speeds up collection creation, and helps teams respond quickly to seasonal trends and merchandising needs. Click here to learn more. 

We've enhanced Smart Group workflows in Merchandising Studio’s Visual Editor, enabling streamlined curation across Search, Categories, and Collections. Combine index-level optimization with strategic Smart Group placement in your Compositions - all in connected, intuitive flows and through one visual interface. What's more, you can easily curate individual Groups and gain new explainability insights - for example, into the ranking factors behind them.

A/B testing now supports multi-variant experiments, which saves time and helps customers find their optimal settings, faster. Customers can now test up to five variants (one control and four variants). In addition, A/B testing is introducing an improved UX to help better communicate A/B testing results and make way for the exciting developments we have planned. Customers now start on an overview screen that lists their recent experiments. Clicking into a test gives a full page of results with a detailed breakdown of metrics.

Create, edit, and apply data transformations directly in the Algolia DataHub - no coding required. Easily add or remove fields, filter records, or compute new values using a guided form. This update reduces setup time, improves data quality, and makes it easier to optimize search experiences without technical support. Click here to learn more.

Collections now support Smart Group injections, enabling business users to boost visibility for priority items like "Sponsored Products" or "Top Picks" within existing collections. You can either use already existing Smart Groups or create new ones specifically for collections, providing flexible control over product presentation while maintaining your existing collection structure. Click here to learn more.

Collections now supports advanced condition logic for more precise dynamic assortments. Previously limited to simple all-AND or all-OR rules, Collections can now combine AND/OR operators within a single definition and include numeric comparisons like "greater than" and "less than". This enables sophisticated groupings such as "Brand is Nike OR Adidas AND Price under £100 AND Rating above 4.5" without manual curation. These enhancements reduce merchandising effort while enabling more targeted product collections that automatically stay current with catalogue changes. 

Users can now view a history of key actions performed through the Algolia Dashboard with the new Activity Logs feature. Accessible via the Audit / Activity Logs page, this release provides visibility into important events such as A/B Test changes, API key updates, ingestion configuration edits, rule modifications, and index setting changes. Activity data is retained for up to 90 days, enabling teams to troubleshoot issues, support internal governance, and maintain compliance with greater ease. This feature is now available to all eligible customers with Dashboard access.

Generative Experience Guides empower businesses to keep visitors engaged by creating AI-powered content that guides decision-making directly on your website. Available as Shopping, Category, and Comparison Guides, this solution reduces bounce rates while increasing discoverability and conversations. Guides seamlessly integrate with your existing Algolia setup through the dashboard and SDKs. Support for multiple languages ensures you can deliver personalized experiences to global audiences. Click here to learn more.