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.

Merchandisers can now search for any product displayed in the Visual Editor using the new Find in results bar, even if the item is initially not visible or in the loaded results. This improvement removes the previous limitation of browser-based search (Command+F), enabling users to locate and act on any result, regardless of its initial position. The searched product is highlighted in its current position (e.g., position 465), allowing users to scroll directly to it for quickly merchandising those products as needed.  A new shortcut (Command+B on Mac, Ctrl+B on Windows) quickly triggers this functionality, improving speed and usability for large merchandising sets. This feature is now available to all customers with access to the Visual Editor.

Algolia Assist is your new guide to getting better results and more value from Algolia—effortlessly. With Algolia Assist, you’ll see clear, proactive suggestions directly in your dashboard, showing you exactly where you can take high-impact actions. Whether it's improving underperforming queries, optimizing settings or discovering powerful features you’re not yet using, these suggestions remove the guesswork and make it easier to get the most out of Algolia!

Save time, boost performance, and feel confident knowing Algolia is working with you to drive success. And this is just the start—over the coming year, we’ll expand Algolia Assist with even smarter, AI-powered recommendations.

The A/B Testing Estimator addresses challenges in testing the impact of features by using customer goals and historical data to estimate test duration and sample size, ensuring that small customers can gather actionable insights, while larger customers avoid unnecessary delays. It maximizes confidence in results, validates test feasibility, and minimizes wasted resources. Available via the API and fully integrated into all API clients and the dashboard, it accelerates experimentation, minimizes delays, and enables faster revenue realization. Click here to learn more.

• Improved search functionality
• Text wrapping for longer index names
• The ability to favorite frequently used indices
• Filtering by index type and favorites

Algolia's Launchpad Extended Search Config now provides a real-time search preview, allowing customers to instantly see how their attribute selections and custom ranking adjustments impact their search results. This eliminates the need for manual navigation and search execution, streamlining the onboarding process and enabling customers to fine-tune their search settings more efficiently. By offering a visual representation of changes, Algolia empowers customers to make informed decisions and achieve optimal search results.

A custom Date Picker toolbar has been added to usage graphs for deeper historical data analysis. Customers can now select custom date ranges, improving their understanding of app behavior. This enhancement empowers the support team to address inquiries more effectively by providing better customer-facing tools. The new feature is accessible in the Customer Dashboard under API Monitoring (Usage and Performance) and Search Explorer (Index Stats Tab), as well as in the Admin section.