A structured path to AI revenue control.

The AI Revenue Engine operates across three connected stages:

Diagnose → Go Live → Accelerate. Each stage builds on the last. This is not a campaign. It is a controlled operating layer for AI-driven inclusion.

Stage 1

Diagnose

Measure your inclusion position.

Before you change anything, you need visibility. We simulate real buyer behavior across AI systems and quantify:

  • How often your brand is included in AI answers
  • Where competitors dominate
  • Which SKUs are visible
  • Where AI misinterprets your catalog
  • Where meaningful expansion opportunities exist

You receive a structured report and executive walkthrough.

Clear baseline.

Clear gaps.

Clear priorities.

Stage 2

Go Live

Align your catalog for confident inclusion.

Once visibility is established, we address structural gaps. We align your catalog so AI systems can:

  • Understand products without ambiguity
  • Apply buyer constraints accurately
  • Compare you confidently in competitive prompts
  • Surface the right SKUs consistently

This includes structural preparation for native AI integrations, including ChatGPT Merchants.

Learn About Go Live

Stage 3

Accelerate

Maintain and expand your inclusion position.

AI systems evolve. So do competitive positions. Acceleration ensures your inclusion stays strong and expands:

  • Monitor inclusion volatility across queries
  • Detect and respond to competitive displacement
  • Identify expansion opportunities in new query segments
  • Align catalog to emerging buyer constraints
Learn About Acceleration

Ready to start?

The AI Revenue Diagnostic is your entry point. 14–21 days. Structured sprint. Executive-ready output.