MGDigital Labs
A working lab for AI tools, automation systems, and real marketing workflows.
Built from live campaigns, real platforms, and ongoing experimentation.
What Happens in the Lab
We don't build theoretical models. Everything here is practical.
AI Tools on Live Campaigns
Tested on active affiliate campaigns and content workflows, not just chat demos.
Automation Systems
End-to-end automations used in real funnels to handle traffic and data.
Validators & Compliance
Frameworks shaped by actual platform rules (Meta/TikTok), not guesses.
Research Frameworks
Methodologies built from analyzing what actually works—and what failed.
Where Systems Are Tested
Our frameworks aren't built in a vacuum. They are forged in live environments where real dollars and data are at stake.
Meta Ads
We use Meta as a validation and testing environment. We test pixel events, CAPI integrations, creative structures, and campaign architecture. * Note: This is an experimental ground, not a managed service.
TikTok
Focused on UGC format durability, creator health metrics, and affiliate audience behavior patterns.
Funnels & Tracking
Real checkouts, real data events, and attribution modeling across different platforms.
Selective Collaboration
MGDigital Labs primarily builds tools and systems for internal use and public release. In limited cases, we offer advisory or implementation support for:
Explicit Note: This is not ad management. We do not offer open-ended agency retainers.