Use Case

Recommendations & Personalization

Tailoring content, products, and offers per user.

25 providers 109 APIs 19 declared variants

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

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

Providers

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

Exemplar 1 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... 9 APIs 76.5
Strong 7 Solid coverage with minor gaps
Yelp Yelp connects people with great local businesses. The Yelp Fusion API gives developers programmatic access ... 1 API 66.7 Google Analytics Google Analytics provides data and insights about website and app usage, enabling businesses to understand ... 6 APIs 64.1 Adobe Creative Cloud Adobe Creative Cloud is a suite of software and cloud services for graphic design, video editing, web devel... 17 APIs 62.6 Adobe Creative Suite Adobe Creative Suite is a collection of professional software applications for graphic design, video editin... 16 APIs 61.5 Vespa Vespa is an open-source AI search engine, big-data serving engine, and vector database originally developed... 8 APIs 60.8 Weaviate Weaviate is an open-source, AI-native vector database that enables developers to build semantic search and ... 1 API 60.5 Adobe Launch Adobe Launch, now known as Adobe Experience Platform Tags, is a next-generation tag management system that ... 4 APIs 60.1
Developing 8 Usable, with meaningful gaps to close
Chroma Chroma (Chroma DB) is an open-source AI-native embedding database designed to make it easy to build LLM app... 4 APIs 59.3 Gladly Gladly is a San Francisco–based people-centered customer service AI platform. The Gladly Hero agent workspa... 8 APIs 57.0 Adobe Campaign Adobe Campaign is a comprehensive marketing automation platform that enables businesses to orchestrate pers... 5 APIs 56.9 Trakt Trakt is the personal media database for movies and TV. Its API v2 (api.trakt.tv) exposes ~150 endpoints ac... 1 API 56.2 AB Tasty At AB Tasty, we are your partner for pushing great ideas even further through optimization. We achieve this... 3 APIs 55.6 TheFork TheFork is a leading European restaurant reservations marketplace, part of Tripadvisor, connecting diners w... 2 APIs 53.6 Gutendex Gutendex is a simple, self-hosted JSON-based web API for serving book catalog information from Project Gute... 1 API 49.1 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... 1 API 46.2
Thin 6 Limited public surface area
IMDb-API Community web service (operated under the IMDb-API / TV-API brand) providing movie, TV series and cast info... 1 API 43.8 Apache Cassandra Apache Cassandra is a highly scalable, distributed open-source NoSQL database designed to handle massive am... 6 APIs 41.8 SevenRooms SevenRooms is a guest experience, reservations, and retention platform for the hospitality industry, helpin... 1 API 33.7 Quote Garden Quote Garden is a free, open-source REST API that serves more than 75,000 famous quotes. Built by Prathames... 1 API 32.0 Google Optimize Google Optimize was a website optimization and A/B testing tool that helped businesses test variations of w... 1 API 31.7 Apache TinkerPop Apache TinkerPop is a graph computing framework for both graph databases (OLTP) and graph analytic systems ... 2 APIs 30.7
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 25.0 Apache MADlib Apache MADlib is an open-source library for scalable in-database analytics. It provides data-parallel imple... 1 API 24.5
Minimal 1 Almost no public developer surface
Carnival Corporation Carnival Corporation & plc is the world's largest cruise company operating eight cruise line brands (Carniv... 8 APIs 9.2

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 SegmentationCDP-Driven PersonalizationContent PersonalizationContent Personalization at ScaleContent Personalization by LocationEmail and Newsletter PersonalizationGuest Data Capture & PersonalizationGuest PersonalizationLocation-Aware RecommendationsOnboard Experience PersonalizationReading Recommendation EnginesRecommendation EnginesRecommendation SystemsRecommendation and PersonalizationRecommendation enginesRecommendation systems

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