Top Amazon Personalize Alternatives

Real-time personalization is the need of the hour as it delivers customized content to different visitor groups of your site. It collects the information from unidentified visitor’s IP addresses and then makes use of this information to categorize users on the basis of business demographics. Amazon Personalize helps in providing this real-time personalization.

Overview

This service gives you the activity stream like page views, clicks, etc. from your applications. It also provides you with the inventory of those things which you want to recommend. It will analyze the data and extracts meaningful information from it. After this, it will apply relevant algorithms on this information to build a personalization model that will be in accordance with your requirements. You can use this model with the help of an API call. The payment is made on the basis of what you use.

Working

It makes use of the data to train the model, and this data is stored in datasets. The trained model is known by the name Solution Version. This Solution Version can be used in campaigns for marketing. The model can be further retrained on the basis of new data available. This new data becomes available with real-time user data. Amazon Personalize contains three components, namely Amazon Personalize, Amazon Personalize Events, and Amazon Personalize Runtime. The first component is used for creating and deploying the Solution Version. The second component is used to record user events, which will be used for training the model. The last component is used for getting recommendations from a campaign.

Security

It contains guidelines and regulations for the protection of the data. It manages the configuration controls. It makes use of the multi-factor authentication technique. It uses the secure socket layer to communicate with the AWS resources. It works with Identity and Access management policies of AWS to provide security.

Benefits

It helps in creating recommendations of high-quality. It provides you real-time recommendations. It completes the process in a few days. These recommendations can be integrated into the apps, websites, and marketing systems with the help of an API call.