> For the complete documentation index, see [llms.txt](https://docs.akkio.com/akkio-help-center/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.akkio.com/akkio-help-center/navigating-the-platform/projects-workflows-and-tools/audiences-building-analysis-and-modeling.md).

# Audiences Building, Analysis & Modeling

## What Is It

Audience Agent enables media teams to build, analyze, refine, and expand audience segments using first-party data. It supports the full audience development workflow—including segment creation, trait analysis, comparative exploration, modeling, and deployment—within a single interface.

## How It Works

**Step 1: Build Audiences**\
Start with a natural language prompt or use filters to define audiences. Akkio generates the audience logic automatically and gives you full transparency into the data, sources, and SQL behind it.

<div align="left"><figure><img src="https://3382504851-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FJmGzkvw832rp2iEDKJuT%2Fuploads%2Ft7mjU4jzhgkefJG3kAtH%2FScreenshot%202025-03-23%20at%2010.17.28%E2%80%AFAM.png?alt=media&amp;token=37a7bfd3-e61c-4ae7-89eb-dc39816dfd95" alt="" width="375"><figcaption><p>Audience Builder</p></figcaption></figure></div>

**Step 2: Analyze Audiences** \
Understand your audiences through three powerful modes of analysis:

**2a -** Get a visual overview of audience traits, behaviors, and geography through auto-generated dashboards.

<div align="left"><figure><img src="https://3382504851-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FJmGzkvw832rp2iEDKJuT%2Fuploads%2FQqDCudEi1pUpJDcWAH1R%2FScreenshot%202025-06-27%20at%202.08.52%E2%80%AFPM.png?alt=media&amp;token=5a5709f6-622b-4fe8-b96e-37735f86e76f" alt="" width="375"><figcaption><p>Audience Insights</p></figcaption></figure></div>

**2b - Compare**\
View multiple audiences side-by-side to identify key differences in demographics, intent, or performance

<div align="left"><figure><img src="https://3382504851-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FJmGzkvw832rp2iEDKJuT%2Fuploads%2FhUI1e1VQF1jE28HaoZsv%2FScreenshot%202025-03-23%20at%2010.51.39%E2%80%AFAM.png?alt=media&amp;token=e24217a5-6ff0-4aa7-b7b3-e71936ea0717" alt="" width="375"><figcaption><p>Audience Comparison</p></figcaption></figure></div>

**2c - Explore**\
Ask follow-up questions to uncover deeper insights using natural language.

<div align="left"><figure><img src="https://3382504851-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FJmGzkvw832rp2iEDKJuT%2Fuploads%2F0eT2jhigUau7gnKBlSDz%2FScreenshot%202025-03-23%20at%2010.50.07%E2%80%AFAM.png?alt=media&amp;token=f101c267-13a2-4e21-9545-041641076c66" alt="" width="375"><figcaption><p>Audience Exploration</p></figcaption></figure></div>

**Step 3: Segment Audiences** \
Use AutoML to instantly split your audience into 3–5 high-impact subgroups—each with detailed traits and performance insights. Save and reuse these segments as needed.

<div align="left"><figure><img src="https://3382504851-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FJmGzkvw832rp2iEDKJuT%2Fuploads%2FzRXaD43XwzpnCtJQj3nN%2FScreenshot%202025-03-23%20at%2010.54.11%E2%80%AFAM.png?alt=media&amp;token=047648fe-82ee-4401-844d-c3bad5892ae0" alt="" width="375"><figcaption><p>Audience Segmentation</p></figcaption></figure></div>

**Step 4: Model Lookalikes**\
Choose a seed audience and create modeled lookalikes with one click. Adjust thresholds to balance precision and scale, and explore the expanded audience in detail.

<div align="left"><figure><img src="https://3382504851-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FJmGzkvw832rp2iEDKJuT%2Fuploads%2F8HqyCwzglPp3ASuAdEQf%2FScreenshot%202025-03-23%20at%203.12.27%E2%80%AFPM.png?alt=media&amp;token=2f8be91f-fe12-4060-ad1e-2b745ec2646e" alt="" width="375"><figcaption><p>Lookalike Modeling</p></figcaption></figure></div>

**Step 5: Generate & Share Audience Reports**\
Package your insights into custom reports with dashboards and visuals. Save views, apply templates, and share with clients or teammates—all from within the platform.
