Use Case
Recommendations & Personalization
Tailoring content, products, and offers per user.
27 providers
77 APIs
20 declared variants
Recommendation engines and personalization layers that rank content, products, or offers against a user profile, behavior history, or real-time session signals.
27 API providers on the APIs.io network offer recommendations & personalization. The highest-rated are Adobe Launch, Adobe Campaign, Google Analytics, Adobe Experience Cloud, Amazon Neptune.
Providers
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 5 Complete, well-documented, and agent-ready
Adobe LaunchAdobe Launch, now known as Adobe Experience Platform Tags, is a next-generation tag management system that ...Adobe CampaignAdobe Campaign is Adobe's enterprise cross-channel campaign management and marketing automation platform, o...Google AnalyticsGoogle Analytics provides data and insights about website and app usage, enabling businesses to understand ...Adobe Experience CloudAdobe Experience Cloud is an integrated suite of applications and services for digital marketing, analytics...Amazon NeptuneAmazon Neptune is a fast, reliable, fully managed graph database service that makes it easy to build and ru...
Strong 2 Solid coverage with minor gaps
Developing 11 Usable, with meaningful gaps to close
VespaVespa is an open-source AI search engine, big-data serving engine, and vector database originally developed...Adobe Creative CloudAdobe Creative Cloud is a suite of software and cloud services for graphic design, video editing, web devel...Adobe Creative SuiteAdobe Creative Suite is a collection of professional software applications for graphic design, video editin...AB TastyAt AB Tasty, we are your partner for pushing great ideas even further through optimization. We achieve this...ChromaChroma (Chroma DB) is an open-source AI-native embedding database designed to make it easy to build LLM app...YelpYelp connects people with great local businesses. The Yelp Fusion API gives developers programmatic access ...WeaviateWeaviate is an open-source, AI-native vector database that enables developers to build semantic search and ...IMDb-APICommunity web service (operated under the IMDb-API / TV-API brand) providing movie, TV series and cast info...TheForkTheFork is a leading European restaurant reservations marketplace, part of Tripadvisor, connecting diners w...AniListAniList is an anime and manga database, tracking, and social platform serving over 500,000 anime and manga ...GutendexGutendex is a simple, self-hosted JSON-based web API for serving book catalog information from Project Gute...
Thin 4 Limited public surface area
Apache CassandraApache Cassandra is a highly scalable, distributed open-source NoSQL database designed to handle massive am...SevenRoomsSevenRooms is a guest experience, reservations, and retention platform for the hospitality industry, helpin...Apache TinkerPopApache TinkerPop is a graph computing framework for both graph databases (OLTP) and graph analytic systems ...Quote GardenQuote Garden is a free, open-source REST API that serves more than 75,000 famous quotes. Built by Prathames...
Emerging 2 Early or largely undocumented
Minimal 3 Almost no public developer surface
CarnivalCarnival Corporation & plc is the world's largest cruise company operating eight cruise line brands (Carniv...Beazer Homes USABeazer Homes USA, Inc. (NYSE: BZH) is an Atlanta, Georgia-headquartered national homebuilder founded in 198...Google OptimizeGoogle Optimize was a website optimization and A/B testing tool that helped businesses test variations of w...
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 ScaleEmail 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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Work with this as data
Every use case here is available over the APIs.io API and to AI agents over MCP. Use Cases is not yet its own endpoint on the v1 API. Reach it through catalog search and the tag graph, or the MCP server.