BusinessFrame

Moving from a business website to a usable Search campaign involves research, keyword selection, campaign setup, billing, conversion tracking, and policy review. The challenge was connecting those steps without letting an agent bypass the decisions that require human approval.

As Lead AI Engineer, I worked across an AI-managed Google Ads workspace: website analysis, strategy reports, agent workflows, and Search campaign provisioning. Campaigns can be prepared in a paused state while billing, conversion tracking, and policy checks go through operational review. The 28-second demo shows website analysis and keyword filtering; it does not show campaign activation.

Website analysis and campaign operations in one workspace, with explicit gates for billing, policy review, and activation.