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Decile Expands Its AI Analyst Capabilities to Include Instant Audience Generation, Turning Insights Into Actionable Segments in Seconds

by Decile
instant audience generation

New AI-powered functionality for eCommerce brands generates ready-to-use customer segments with built-in logic and sizing, directly from natural language queries

Key Highlights

  • Generate advanced audience segments directly from Luma conversations
  • Select whether segments are static or auto-refresh, so they’re always up-to-date
  • Save customer audiences instantly for immediate use in campaigns
  • Push newly created segments to marketing and advertising platforms directly from Decile for activation

ARLINGTON, VA — May 11, 2026 — Decile, an AI-powered ecommerce analytics platform, today announced the expansion of its AI analyst, Luma by Decile, introducing instant audience generation. The release launches the ability to create audience segments directly from Luma conversations, allowing ecommerce teams to turn natural language requests into ready-to-use customer segments within seconds. Each segment includes a name, description, size and underlying logic, for immediate campaign activation.

“Ecommerce teams have always struggled with the gap between insight and action,” said Cary Lawrence, CEO of Decile. “You might identify a high-value customer cohort, but turning that into a usable audience can take hours or require technical resources. Luma eliminates that gap entirely. Now you can go from insight to segment to activation in minutes.”

With the new capability, users can ask Luma to define a customer group, such as recent purchasers or high-LTV customers, and receive a ready-to-use audience immediately. Luma generates a structured segment card within the chat interface, complete with a suggested name, description, audience size and the underlying logic. Users can choose whether the audience is static, or auto-refreshed for dynamic segments. Ecommerce teams can then review the segment, make edits if needed, and choose to save or dismiss it on the spot. Once saved, the new audience appears immediately in the user’s audience library. It can be sent to marketing and advertising platforms directly from Decile for one-click activation.

In addition to automatic generation, Luma gives operators full control to refine segments before saving:

  • Edit audience names and descriptions directly within the chat
  • See character limits and inline validation in real time
  • Reset edits back to Luma’s original suggestions with a single click

This balance of automation and control ensures teams can move quickly without sacrificing precision or governance.

Building audiences has often required coordination across analytics, engineering, and marketing teams, along with manual queries and delays between insight and action. Luma by Decile removes that friction by generating segments from the same data model used for analysis, maintaining consistency from discovery through execution.

The result is a faster, more intuitive workflow where ecommerce teams can:

  • Identify marketing opportunities
  • Instantly build target audiences
  • Activate campaigns without delay

This launch represents a significant step forward in Decile’s vision for Luma as a true AI analyst that doesn’t just answer questions, but enables business outcomes.

As brands face increasing pressure to act on data in real time, the ability to move seamlessly from analysis to execution is becoming a competitive necessity. With instant audience generation, Luma seamlessly connects powerful CDP capabilities with advanced analytics and pulls it all together into a single, unified experience.

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FAQ

Luma by Decile is an AI-powered analytics assistant designed for ecommerce brands. It helps teams analyze customer data, uncover insights and now instantly generate actionable audience segments using natural language queries.

Instant audience generation is a new AI capability that allows ecommerce teams to create ready-to-use customer segments in seconds. Instead of manually building audiences, users can describe a segment in plain language and receive a fully defined audience with logic, size, and metadata.

Decile’s AI analyst, Luma, converts natural language prompts into structured audience segments. Each segment includes:

  • A defined customer group (e.g., high-value customers or recent purchasers)
  • Audience size
  • Underlying logic and rules
  • A suggested name and description

This allows teams to move from insight to execution without manual querying.

Yes. Users can choose between:

  • Static segments, which capture a fixed audience at a point in time
  • Dynamic (auto-refreshing) segments, which continuously update based on customer behavior and data changes

Audience segments can be generated in seconds. Luma eliminates the traditional delays associated with SQL queries, data team dependencies, and manual audience building.

Luma can generate a wide range of ecommerce audience segments, including:

  • High lifetime value (LTV) customers
  • Recent purchasers
  • Lapsed or churn-risk customers
  • First-time buyers
  • Repeat customers
  • Custom behavioral or transactional segments

Yes. Luma provides full control for refinement, including:

  • Editing audience names and descriptions
  • Viewing real-time validation and character limits
  • Resetting to AI-generated suggestions instantly

This ensures accuracy while maintaining speed.

Once a segment is created and saved, it can be immediately pushed to marketing and advertising platforms for activation. This enables teams to launch campaigns without delays between analysis and execution.

AI audience generation eliminates the gap between insight and action. Traditionally, building audiences required coordination across analytics, engineering, and marketing teams. Luma streamlines this into a single workflow, reducing time, complexity, and resource dependency.

Real-time segmentation allows brands to respond quickly to customer behavior, optimize marketing performance, and improve personalization. As competition increases, the ability to act on data instantly is becoming a key differentiator.