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Game Recommendations - Getting Started

Everything you need to know about getting started with Game Recommendations

Overview 

This guide walks you through utilising Amplifier AI’s Game Recommendations. Future Anthem provides a single API which allows you to personalise all casino game carousels and pages. 

 

Requirements 

  • Active subscription to Amplifier AI — Game Recommendations 
  • Ability to provide player session and transaction data 
  • Ability to authenticate and call Anthem’s Game Recommendations API from your CMS/back end 

 

Quick Start Checklist 

Step 1 — Data provision & activation 
Provide historic and live data feeds, plus game catalogue 

Step 2 — Staging API 
Explore all carousel options, API calls, and payloads using sandbox credentials. 

Step 3 — Configuration & test deployment 
Implement and test the production API in a safe hidden-live setup. 

Step 4 — Go live & measurement 
Enable production consumption, configure carousels, and review dashboards post go-live. 

 

Step-by-Step Setup 

Step 1: Data provision & validation 

Goal: Turn on the data flow for training and configuration. 

  1. Provide a feed of player sessions/transactions, either real-time or batch 
  1. Share your game catalogue and any metadata held (provider, category, RTP, volatility, themes, features). 
  1. Future Anthem validates the dataset and confirms readiness for ingestion. 

See Data Integration Guide (LINK HERE) for full details on data requirements.  

 

 

Step 2: Staging API 

Goal: Provide a sandbox API so your team can understand carousel options, API calls, and payloads. 

  • Anthem will provide sandbox credentials to explore all carousel options, API calls, and payloads. 
  • Game and player ID mapping will be enabled to allow testing in staging with your own gameIds and test playerIds. 

 

Step 3: Configuration & test deployment 

Goal: Exercise the production pipeline in a safe test flow. 

  • Hidden-live page: Implement the production API on a hidden page in your live environment. Use test accounts (yours and ours) to confirm the setup. 
  • API access: We’ll provide the API URI, documentation, and keys. Your team just needs to complete the front-end implementation. 
  • Front-end checks: Review the displayed game content for your test accounts. If anything looks incorrect, you can investigate further or let us know. 
  • Operational checks: You may test rate limits, though these have already been validated and are designed to support expected usage. 
  • Sign-off: Once the hidden-live page looks correct and meets your requirements, you can approve moving forward. 

 

Step 4: Go live & performance monitoring 

Goal: Serve recommendations to players and validate impact. 

  1. Start serving recommendations to your players. 
  1. You will receive the production API details (URI, documentation, and keys). 
  1. Decide which recommendation carousels you want to display on your site. 
  1. Call the production API from your CMS/lobby/app for those carousels. 

Success indicators: 

  • Increased net revenue per player (target vs control) 
  • Higher spins/sessions per player 
  • Improved game variety and discovery 

 

Receiving Recommendations (Front-End Integration) 

For consumption, use the standard Game Recommendations API. 

See Game Recommendations API Guide for full details, including request/response schemas, endpoints, authentication, and examples. 

 

FAQs 

Do we need custom integration work? 
No. Data connectivity is handled between your data feeds and Future Anthem. Your front end consumes recommendations via the API. 

What controls do we have? 
Target/control split (typically 90/10 but configurable) 

How is performance measured? 
A robust target vs control framework with dashboards for hit rate, game variety, and net revenue per player. 

How do I get support or make a feature suggestion?

Visit our 'here to help' form and we will respond accordingly.