Use Case

Recommendations & Personalization

Tailoring content, products, and offers per user.

28 providers 322 APIs 21 declared variants

Recommendation engines and personalization layers that rank content, products, or offers against a user profile, behavior history, or real-time session signals.

28 API providers on the APIs.io network offer recommendations & personalization. The highest-rated are Amazon Neptune, Yelp, Trakt, Adobe Experience Cloud, Google Analytics.

Providers

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 3 Complete, well-documented, and agent-ready
Amazon Neptune Amazon Neptune is a fast, reliable, fully managed graph database service that makes it easy to build and ru... 29 APIs 73.3 Yelp Yelp connects people with great local businesses. The Yelp Fusion API gives developers programmatic access ... 5 APIs 71.0 Trakt Trakt is the personal media database for movies and TV. Its API v2 (api.trakt.tv) exposes ~150 endpoints ac... 22 APIs 66.6
Strong 11 Solid coverage with minor gaps
Adobe Experience Cloud Adobe Experience Cloud is an integrated suite of applications and services for digital marketing, analytics... 36 APIs 64.7 Google Analytics Google Analytics provides data and insights about website and app usage, enabling businesses to understand ... 13 APIs 64.6 Adobe Creative Cloud Adobe Creative Cloud is a suite of software and cloud services for graphic design, video editing, web devel... 24 APIs 63.2 Adobe Creative Suite Adobe Creative Suite is a collection of professional software applications for graphic design, video editin... 38 APIs 62.3 Weaviate Weaviate is an open-source, AI-native vector database that enables developers to build semantic search and ... 22 APIs 61.5 Adobe Launch Adobe Launch, now known as Adobe Experience Platform Tags, is a next-generation tag management system that ... 16 APIs 61.2 AB Tasty At AB Tasty, we are your partner for pushing great ideas even further through optimization. We achieve this... 7 APIs 60.5 Chroma Chroma (Chroma DB) is an open-source AI-native embedding database designed to make it easy to build LLM app... 8 APIs 60.3 Vespa Vespa is an open-source AI search engine, big-data serving engine, and vector database originally developed... 9 APIs 59.9 Gladly Gladly is a San Francisco–based people-centered customer service AI platform. The Gladly Hero agent workspa... 28 APIs 57.4 TheFork TheFork is a leading European restaurant reservations marketplace, part of Tripadvisor, connecting diners w... 4 APIs 56.0
Developing 5 Usable, with meaningful gaps to close
Adobe Campaign Adobe Campaign is a comprehensive marketing automation platform that enables businesses to orchestrate pers... 20 APIs 55.9 Gutendex Gutendex is a simple, self-hosted JSON-based web API for serving book catalog information from Project Gute... 1 API 50.8 IMDb-API Community web service (operated under the IMDb-API / TV-API brand) providing movie, TV series and cast info... 6 APIs 49.0 Apache Cassandra Apache Cassandra is a highly scalable, distributed open-source NoSQL database designed to handle massive am... 12 APIs 45.5 AniList AniList is an anime and manga database, tracking, and social platform serving over 500,000 anime and manga ... 3 APIs 45.2
Thin 5 Limited public surface area
Quote Garden Quote Garden is a free, open-source REST API that serves more than 75,000 famous quotes. Built by Prathames... 3 APIs 36.1 Agify.io Agify.io is a simple REST API that predicts the age of a person based on their first name. Using a large da... 2 APIs 35.1 SevenRooms SevenRooms is a guest experience, reservations, and retention platform for the hospitality industry, helpin... 1 API 31.6 Apache TinkerPop Apache TinkerPop is a graph computing framework for both graph databases (OLTP) and graph analytic systems ... 2 APIs 28.6 Google Optimize Google Optimize was a website optimization and A/B testing tool that helped businesses test variations of w... 1 API 28.5
Emerging 2 Early or largely undocumented
API Layer APILayer is a curated API marketplace offering 178+ production-ready APIs across categories including finan... 1 API 23.0 Apache MADlib Apache MADlib is an open-source library for scalable in-database analytics. It provides data-parallel imple... 1 API 22.5
Minimal 2 Almost no public developer surface
Beazer Homes USA Beazer Homes USA, Inc. (NYSE: BZH) is an Atlanta, Georgia-headquartered national homebuilder founded in 198... 12.8 Carnival Corporation Carnival Corporation & plc is the world's largest cruise company operating eight cruise line brands (Carniv... 8 APIs 6.9

What Providers Actually Declared

This use case is a canonical term. These are the free-text strings providers wrote in their own apis.yml that map onto it.

A/B testing and personalization data routingAI-Powered RecommendationsAnonymous PersonalizationAudience SegmentationBuild-to-Order PersonalizationCDP-Driven PersonalizationContent PersonalizationContent Personalization at ScaleContent Personalization by LocationEmail and Newsletter PersonalizationGuest Data Capture & PersonalizationGuest PersonalizationLocation-Aware RecommendationsOnboard Experience PersonalizationReading Recommendation EnginesReal-Time PersonalizationRecommendation EnginesRecommendation SystemsRecommendation and PersonalizationRecommendation enginesRecommendation systems

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