Recommendations for Twilio Messaging is currently in Public Beta. Learn more about beta product support.
The Intelligent Discovery Assistant for Twilio Messaging provides personalized recommendations to help you optimize your messaging traffic. By analyzing specific parameters of your messaging data, the Intelligent Discovery Assistant can identify issues such as high opt-out rates or spam complaints and offer tailored solutions to address these problems.
The Intelligent Discovery Assistant provides personalized recommendations by analyzing your messaging traffic, identifying patterns that previously required our support team's expertise. This feature saves you time by offering actionable insights without the need to submit a support ticket, allowing our agents to focus on tasks that require a deeper understanding of your specific needs.
After reading this document, you will be able to:
The Intelligent Discovery Assistant offers personalized recommendations to help you improve the deliverability and compliance of your messages. By analyzing the parameters you provide, the assistant identifies issues in your messaging traffic and presents tailored solutions within the Intelligent Discovery Assistant. These recommendations are designed to optimize your messaging performance and ensure adherence to Twilio's Messaging Policy and Acceptable Use Policy.
The Intelligent Discovery Assistant analyzes various parameters of your messaging traffic, including:
When interacting with the Intelligent Discovery Assistant regarding outbound messages failing with error code 30007
and your parameters match a personalized recommendation for high opt-out rate, you will receive the following response:
Here are some actions you can take:
When interacting with the Intelligent Discovery Assistant regarding outbound messages failing with error code 30007
and your parameters match a personalized recommendation for high spam complaints, you will receive the following response:
Here are some actions you can take:
We aim to broaden the scope of recommendations provided by the Intelligent Discovery Assistant. If personalized recommendations are not identified for your particular account, the assistant will parse through public documentation and provide a recommendation to solve the issue based on Twilio's public documentation.
Twilio's AI Nutrition Facts provide an overview of the AI feature you're using, so you can better understand how the AI is working with your data. Recommendations' AI qualities are outlined in the following Nutrition Facts label. The AI Nutrition Facts for Recommendations apply to both the Public Beta and Private Beta offerings. For more information and the glossary regarding the AI Nutrition Facts Label, please refer to Twilio's AI Nutrition Facts page.
Here are some possible next steps and additional resources to help you get started: