Twilio Segment Engage

Predictions

Easily predict customer behavior to deliver precise and personalized campaigns and journeys that hit at the perfect moment on every channel.

Man in athletic wear using wireless earbuds and checking smartwatch. Inset showing product advertisement.
Man in athletic wear using wireless earbuds and checking smartwatch. Inset showing product advertisement.

Put the power of predictive AI in your marketers’ hands

Uncover behavioral patterns, predict outcomes, and surface high-value audiences most likely to convert—all without calling in your data science team.

  • User symbol in a circle

    Use predictions to identify high-intent customers and build lookalike audiences. Reach more people like your best buyers to grow smarter and cut acquisition costs.

  • Bar graph with arrow showing an increase

    Suppress low-value audiences and focus your budget on those most likely to convert. Optimize spend by targeting customers with high purchase intent or lifetime value (LTV).

  • Open letter with data

    Increase campaign performance

    Create more personalized emails, SMS, WhatsApp, and push notifications for customers, no matter where they are in their journey or which buying groups they’re in.

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    Personalize online experiences

    Update web and mobile touchpoints with products or promotions matched to each customer’s likelihood to engage—making every interaction more relevant and rewarding.

  • User group reactions

    Predict when buyers are ready to upgrade and showcase complementary products so you can turn quick checkouts into higher-value sales.

  • User with a heart symbol

    Quickly spot your high LTV customers and treat them to VIP loyalty programs or special personalized offers that make them feel valued and keep them coming back.

  • User star review

    Catch at-risk customers before they churn. Run targeted win-back campaigns that revive interest, restore engagement, and turn slipping relationships into lasting ones.

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    Get visibility into every prediction

    Gain transparency into every prediction you create. Show your teams what drives results, building confidence and alignment across marketing and data.

How Predictions work

Identify customer traits, build precise audiences, and send to downstream tools in just a few clicks.

Set up
Choose your prediction focus
Select from four out-of-the-box models to create a computed trait: Likelihood to Purchase, Likelihood to Churn, Predicted LTV, or Custom Predictive Goals to create your own.

Define
Decide your event
Pick the tracked event you want to predict, like a page view, email link click, or order completion. Data checks ensure you’ve got the volume needed from the last 30 days for accurate results.

Deliver
Push to your marketing stack
Select your destination and deliver to downstream tools to power personalized experiences. Once traits are created, they’re automatically saved to customer profiles and refreshed every seven days.

Predictive analytics dashboard showing user likelihood to purchase with a highlighted Top 10% section.
Predictive analytics dashboard showing user likelihood to purchase with a highlighted Top 10% section.

Get started with Predictions

How to access Predictions

Utilize Predictions as part of Twilio Engage or Twilio Unify to unlock additional value from your CDP.

Explore Engage

Pricing info

Find the right plan for your team to make marketing more predictive, targeted, and impactful.

View pricing 

Predictive ad for wireless earbuds with 20% off, featuring personalized ad and buy now options.
Predictive ad for wireless earbuds with 20% off, featuring personalized ad and buy now options.

Say goodbye to guesswork and hello to precise personalization

Turn data into action with tools that let you reach the right people, with the right message, at exactly the right time.

  • Orchestrate highly-personalized, even-triggered journeys that engage your customers at critical moments.

  • Build real-time, dynamic audiences from behavioral and historical data to power individualized cross-channel campaigns—no engineering required.

  • Leverage AI to automatically identify the items most likely to drive purchases, so every customer experience is relevant and drives revenue.

  • Access AI that's trusted by data scientists and instantly actionable for marketers so you can generate 1:1 engagement at scale.

  • Be confident in your campaigns with transparency and accountability built into every step of your customer data pipeline.

  • Bring together first-party data to create a single profile for every customer and power highly tailored customer interactions.

Start elevating every customer interaction with predictive AI

Twilio Segment’s CDP gives you the flexibility to pull in data from anywhere and activate it everywhere, at scale. And with AI-powered predictions, you can better personalize every moment.

Person with glasses and short hair wearing a brown jacket and striped shirt on a red background
Person with glasses and short hair wearing a brown jacket and striped shirt on a red background