Algolia
Search and discovery API
Algolia is a search and discovery API platform offering instant search, AI-powered recommendations, personalization, and analytics for websites and applications.
Updated: March 2026
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Search and discovery API
Algolia is a search and discovery API platform offering instant search, AI-powered recommendations, personalization, and analytics for websites and applications.

Search and recommendation engine at scale
Vespa combines search, recommendation, and AI. Serving engine for large-scale applications—infrastructure for personalization at scale. The capabilities are comprehensive. The scale is impressive. The platform is mature. Organizations building search and recommendation at scale explore Vespa for serving infrastructure.

AI-driven product recommendations for Shopify stores to boost sales and improve customer experience.
Rebuy is an ecommerce personalization platform designed for growing Shopify brands. It leverages AI to deliver tailored product recommendations across the entire customer journey, aiming to increase Average Order Value (AOV), drive conversions, and lift Customer Lifetime Value (LTV). The platform helps brands create personalized shopping experiences that delight customers and reduce churn by offering relevant recommendations. Rebuy offers a comprehensive suite of tools covering various aspects of the customer journey. This includes advanced cart and merchandising features like Smart Cart, Merchandising Widgets, Dynamic Bundles, and a new Bundle Builder. For product discovery, it provides AI-powered Smart Search and Smart Collections. The platform also extends personalization to the checkout and post-purchase phases with Checkout Extensions and Post-Purchase Offers. Additionally, Rebuy supports optimization through Smart Flows for creating personalized customer journeys and A/B Testing for continuous improvement and data-driven decision-making.

The real-time retrieval engine for search, feeds, and AI agents, powered by a SQL interface.
ShapedQL is an end-to-end relevance engine that provides real-time personalization for search, recommendation feeds, and AI agent memory. It allows users to connect their data, train machine learning models, and query text, user, or session context to retrieve relevant results in milliseconds. The platform compiles SQL queries into optimized, multi-stage ranking pipelines, enabling hybrid search, hard constraints, ML model scoring, and reordering for diversity and exploration. ShapedQL is designed for product and engineering teams looking to enhance user engagement and drive revenue through personalized experiences. It offers a three-layer architecture with a query layer for real-time retrieval and ranking, an intelligence layer for ML models and embeddings, and a data layer with over 30 connectors for batch and streaming data. The platform boasts rapid experimentation capabilities, allowing teams to deploy and test new ranking models in days rather than months, and is built for enterprise scale with high reliability and security compliance. Key use cases include personalized content feeds ("For you" feeds), hybrid search and discovery, contextual memory for AI agents, similar item recommendations, personalized email content, and AI assistant recommendations. ShapedQL aims to replace traditional document retrieval systems with an engine that treats user context as a first-class input, offering faster deployment, instant updates, and the ability to learn from behavior automatically.

Build no-code in-app experiences for user onboarding, adoption, and engagement in SaaS products.
Candu is a no-code platform that empowers product teams to design, build, and deploy in-app experiences directly within their SaaS products. It allows users to create various UI elements like inline content, overlays, checklists, modals, banners, and empty states without writing any code. The platform integrates with existing product data to personalize content for specific user segments and offers real-time publishing of updates. Candu is designed for product managers, growth engineers, and UX designers who want to improve user onboarding, drive feature adoption, promote upgrades, and communicate effectively with users without relying on development resources. It aims to reduce the development cycle for in-app content, allowing teams to iterate and launch growth initiatives faster. Key benefits include increased activation rates, faster time-to-first-value, and improved user engagement through personalized and contextual experiences. The tool provides a visual editor with atomic components, full CSS styling controls, and responsive design capabilities. It also includes built-in analytics and A/B testing to measure the impact of experiences and optimize them for better results. While primarily no-code, it requires a low-code JavaScript snippet installation to go live.
Boost conversions and personalize user experiences with powerful popups and on-site messages.
OptiMonk is a comprehensive popup builder and conversion optimization platform designed to help businesses increase their email and SMS lists, reduce cart abandonment, boost average order value, and improve overall website conversion rates. It provides a no-code visual editor, a wide range of customizable templates, and advanced targeting and personalization features powered by AI. The platform caters to e-commerce businesses and marketers looking to engage visitors effectively. It offers solutions for various use cases, including list building, cart abandonment recovery, upsells, seasonal promotions, gamification, and important announcements. By leveraging features like A/B testing, dynamic content, and revenue analytics, users can optimize their campaigns for real sales growth, not just vanity metrics. OptiMonk helps businesses create highly personalized experiences for their website visitors. It allows for segmenting audiences, displaying different content based on user behavior, and protecting visitors from popup fatigue. With its focus on revenue uplift and user experience, it aims to turn more visitors into customers and maximize the value of each interaction.

Increase trust and sales by displaying real-time social proof and FOMO notifications on your website.
This tool helps businesses boost conversions by leveraging social proof and fear of missing out (FOMO) directly on their websites. It allows users to display real-time customer activities like recent purchases and live visitor counts, showcase positive reviews from platforms like Trustpilot and Google Reviews, and create urgency with low stock or selling fast nudges. The platform is designed to integrate seamlessly with various e-commerce platforms and CMS tools, offering customizable notifications that can appear as overlays or inline elements. It is ideal for e-commerce stores, travel sites, and SaaS businesses looking to enhance customer trust, reduce abandoned carts, and increase average order value. By making customer interactions and product popularity visible, it aims to humanize the online shopping experience and encourage immediate action from visitors. The tool also features multilingual support and an optimizing algorithm that learns which nudges perform best.

Personalize billions of user experiences daily with real-time customer data.
Lytics is an Experience Customer Data Platform (xCDP) that helps businesses deliver personalized experiences across the customer journey. It focuses on shifting from raw data to actionable customer experiences by integrating people data directly with content management systems. The platform enables real-time personalization on every channel, helping to attract, engage, convert, and retain customers. Lytics achieves this by building comprehensive, detailed customer profiles through data gathering and real-time identity resolution. It then uses AI-driven insights to analyze customer preferences, trends, and behaviors, allowing businesses to put these profiles to work where and when needed. The platform offers intelligent tools for dynamic content optimization, enhanced ad targeting, and powerful modeling capabilities, aiming to simplify the delivery of personalized experiences and drive measurable results like increased conversions and revenue. It is designed for marketers and businesses looking to leverage first-party data to create highly relevant and engaging customer interactions across various channels, from websites and emails to ad networks. Lytics is also a Google Cloud partner, offering flexible deployment options including behind a firewall or in the cloud.
Customer engagement infrastructure for product-led growth, enabling cross-channel messaging and data activation.
Knock is a customer engagement infrastructure designed for product-led growth, allowing businesses to send product, marketing, and transactional messaging across various channels. It provides developer-first tooling to build custom messaging experiences without compromising design, performance, or user experience, supporting channels like email, SMS, push, chat, and in-app notifications. The platform features an intuitive drag-and-drop editor for building messaging journeys and ensures on-brand, error-free communication with global styles, reusable blocks, and live previews. The platform unifies and activates real-time data from product and warehouse sources, enabling relevant and timely messaging triggered by user attributes, events, or actions. It supports data ingestion from CDPs and reverse ETL, dynamic segmentation, and personalized messaging with conditional logic. Knock is built for developers, offering SDKs in major languages, a CLI, environments, version control, and CI/CD integration, making it suitable for integrating into existing development workflows and AI-powered IDEs. It also offers robust infrastructure with high uptime, scaled delivery, and compliance certifications like HIPAA, SOC2, GDPR, and CCPA.

Deliver personalized digital experiences across all customer touchpoints.
Sitecore is a comprehensive digital experience platform (DXP) that combines content management, marketing automation, and personalization capabilities. It is designed for large enterprises and organizations looking to create, manage, and deliver highly personalized digital experiences to their customers across various channels, including websites, mobile apps, and other digital touchpoints. The platform aims to help businesses understand their customers better through data collection and analytics, enabling them to deliver relevant content and offers at the right time. Sitecore empowers marketers and developers to collaborate effectively. Marketers can leverage its intuitive tools for content creation, A/B testing, and campaign management, while developers benefit from its robust architecture and extensibility. The platform's core strength lies in its ability to unify customer data and content, providing a single view of the customer and enabling sophisticated personalization strategies that drive engagement and conversions.
Flexible personalization for marketers to deliver relevant content experiences without developer reliance.
Contentful Personalization, powered by Ninetailed, is a solution designed for marketers to create and deliver highly relevant and personalized content experiences across various platforms and regions. It integrates with Contentful's content management system, allowing users to connect their data and content, test different variations, and launch personalized experiences quickly. The platform aims to reduce reliance on development teams for content updates and personalization, empowering marketers with autonomy. The product focuses on enabling dynamic audience segmentation using various data sources like CDPs, CRMs, and marketing platforms, enhanced with AI Audience Suggestions. It supports building personalized experiences at scale through an intuitive interface, ensuring that tailored content is served across the entire customer journey. Contentful Personalization also includes robust analytics and A/B testing capabilities, often augmented with AI, to measure performance, optimize content, and refine experiences for higher conversion rates and customer loyalty. It emphasizes brand consistency across global teams and secure data handling with native data connections and compliance.

AI-powered search, recommendations, and personalization for e-commerce.
Unbxd provides an AI-powered product discovery platform designed for e-commerce businesses. It aims to enhance the online shopping experience by delivering relevant search results, personalized recommendations, and merchandising capabilities. The platform leverages machine learning to understand user intent and product attributes, helping shoppers find what they're looking for quickly and efficiently. This solution is primarily for online retailers and e-commerce platforms looking to improve conversion rates, average order value, and overall customer satisfaction. By optimizing the product discovery journey, Unbxd helps businesses reduce bounce rates and increase engagement, ultimately driving more sales through a more intuitive and personalized user experience.

The headless CMS for B2B lead-gen websites with built-in personalization and A/B testing.
Prepr is a headless CMS specifically designed for B2B lead-generation websites. Unlike traditional CMSs that primarily focus on content publishing, Prepr emphasizes personalization and performance to convert more visitors into leads. It allows marketing teams to deliver adaptive experiences without requiring extensive developer involvement or additional tools, making it easier to show the right message to every visitor. The platform offers robust content management features including a visual editor, drag-and-drop page building, and AI-assisted content creation. It also integrates with existing Martech stacks like CRMs and analytics platforms to leverage data for shaping personalized experiences. For developers, Prepr provides an API-first content platform with GraphQL & REST APIs, flexible content modeling, and edge-ready personalization delivery, ensuring a powerful and scalable solution.

Real-time retrieval engine for personalized search, feeds, and AI agents with SQL-like queries.
Shaped is an end-to-end relevance engine designed for real-time personalization and agent memory. It allows users to connect their data, train machine learning models, and query text, user, or session context to retrieve relevant results in milliseconds. The platform utilizes ShapedQL, a SQL-like interface, to compile queries into optimized, multi-stage ranking pipelines, enabling hybrid search, filtering, ML-driven scoring, and reordering for diversity and exploration. This engine is built for product and engineering teams looking to enhance engagement and revenue through personalized experiences. It supports a wide range of use cases including personalized content feeds, hybrid search and discovery, AI agent retrieval, similar item recommendations, and dynamic email content. Shaped aims to replace traditional document retrieval with a system that treats user context as a first-class input, offering faster experimentation velocity and rapid deployment of new ranking models. Shaped integrates with over 30 data connectors, including data warehouses, analytics applications, and streaming platforms, allowing for the unification of batch and real-time data. It provides enterprise-grade security and compliance (SOC 2 Type II, GDPR/HIPAA) and is designed for scalability and reliability, handling billions of requests and millions of users and items with low latency.
Automate customer retention and reduce churn with AI-powered personalized offers.
RetentionEngine is an AI-powered platform designed to help businesses automatically retain customers and reduce churn. It analyzes customer behavior and intent to present personalized offers to customers who are considering canceling their subscriptions. The platform aims to recover customers who might otherwise churn, improving customer lifetime value and overall revenue. This tool is ideal for subscription-based businesses, SaaS companies, and any online service that experiences customer churn. By automating the retention process, it frees up customer success teams to focus on more complex issues while ensuring that customers receive relevant incentives to stay. RetentionEngine provides insights into churn reasons and the effectiveness of various offers, allowing businesses to continuously optimize their retention strategies. The core benefit of RetentionEngine is its ability to proactively engage at-risk customers with tailored solutions, moving beyond generic cancellation flows. It helps businesses understand why customers are leaving and provides the tools to intervene effectively, ultimately boosting customer loyalty and recurring revenue.
Free personalization tools are an excellent way to get started without financial commitment. Whether you're a startup, freelancer, or small business, these tools offer essential features at no cost.
Free tools are completely free with no paid upgrades available.Freemium tools offer a free tier with optional paid plans for advanced features. Both can be excellent choices depending on your needs.
Last updated: March 15, 2026