AdLoop Pilot Validation

This pilot moved beyond repo review and into a working environment. The setup included creating a dedicated Google Cloud OAuth client, connecting the manager and client account correctly, validating the read path through AdLoop, and documenting where the tool is strong versus where custom workflow design is still required. The work also surfaced the real operating constraints. Google Ads token access level matters. OAuth setup matters. GA4 access patterns matter. Instead of pretending an MCP server is the finished product, the pilot made it clear that the durable value sits in the operator layer, the audit workflow, and the safety rules built around the raw tool access. The result is a usable proof environment that can be demonstrated, validated, and scoped honestly without claiming more automation than the current access level actually permits.