Your clients are fielding questions about AI in commerce. Some are evaluating tools in a category that’s moving faster than the buying cycle. Others are waiting to see what their competitors do first. Most don’t yet have a defensible AI strategy they could present to a board or an executive team.
That’s a service gap. It’s one commerce agencies are positioned to fill, and the window to build the practice before it gets commoditized is short.
What clients are asking
The questions arriving in client conversations are about readiness. Can our storefront surface in AI search results? What does our data architecture need to look like for AI agents to work on it?
These are architecture and data questions. They’re the category of questions agencies have historically owned. The merchants asking them are looking for a practice that can help them navigate the answer.
The AEO opportunity
Answer Engine Optimization is emerging as the practice category that SEO was in 2005. The merchants optimizing their storefronts for AI-driven discovery now will have a structural advantage over those who wait.
For agencies, the practice is buildable today. The components are first-party data architecture, structured product data, storefront performance for LLM crawler access, and AI Shopping Assistant readiness. These are existing disciplines applied to a new visibility channel.
Agencies that develop the practice now enter client conversations as advisors on a category they own.
What a Founding Partner position delivers
The Webscale AI Partner Program was designed around one premise: agencies building this practice need a platform partner with earned data underneath it.
Webscale’s Agentic Commerce OS sits on top of the company’s commerce infrastructure history. The AI agents it deploys draw on behavioral signals collected at the infrastructure layer, on storefronts running real commerce volume.
For a Founding Partner, every client engagement runs on infrastructure that can show its work. Real customers, real commerce data, and AI deployed against both.
The window that’s open
Commerce AI is early enough that agency positioning in the category isn’t yet determined. The practices that will dominate this space in three years are being built right now.
Five Founding Partner spots are available. Platinum-tier revenue share is locked for 12 months. Founding Partner economics are designed for the investment period, before the category is fully validated by the market.
What the practice looks like
An agency entering the program as a Founding Partner builds a practice with four components:
- AI commerce readiness assessments
- first-party data architecture work
- AEO strategy
- Agentic Commerce OS deployment
Each is a billable service. Together they constitute an advisory practice that positions the agency as a category leader.
Merchants are asking the questions now. The agencies who can answer them become the trusted advisor while growing the business.
Learn about Founding Partner status: webscale.com/partners/ai-partner-program
