50% of ads beat target ROAS with reduced testing costs

50% of ads beat target ROAS with reduced testing costs

Madrinas crafts high-quality powder beverages including cold brew coffee, refreshers, and teas. They partner with popular games and franchises to create limited-edition collector's boxes that combine unique flavors with exclusive in-game rewards.

Key results

10

%

Decrease in cost per conversion

20

%

Increase in ad spend on Meta from Mar. – Apr. 2025

8

->

16

ads

Scaled up to 16 ads tested per week due to efficiency

The problem

Madrinas struggled to achieve creative diversity while maintaining efficient Cost Per Acquisition (CPA) and strong Return on Ad Spend (ROAS). Their challenge was scaling Meta ad spend without overwhelming their already stretched internal team.

Our approach

The MadMen AI system analyzed multiple data sources, including Madrinas' past ad performance, competitor strategies from Ad Intel reports, and website content. Based on these insights, we conducted AI-driven creative testing across 40+ concepts, split 50/50 between winning variants and challenger ads.

Our results

Our creative strategist agent found three novel creative insights that drove significant performance:

  • Seasonal messaging works very well

  • Collectors’ Box ads outperform others consistently

  • Low-sugar health and Us/Them angles work very well

Brief agent used these insights to generate on-brand, performance-backed briefs resulting in high-quality ads.

Sample briefs

Before MadMen AI

MadMen AI

Winning variants

MadMen AI

Challenger ads

“MadMen AI was the exact tool we were looking for and more. Their platform allowed our creative output to more than triple, while their team went the extra mile to help us set-up ads and answer our million and one questions that occur when getting started in paid advertising. In less than 3 months of working together we were able to identify a winning creative style and replicate it across our collaborations to increase our CTR and ROAS where we were initially struggling doing it on our own.”

Morgan L.

Brand Manager, Madrinas

Want to scale faster — without guessing what works?

Want to scale faster — without guessing what works?

Want to scale faster — without guessing what works?

Made with

by the MadMen AI team in San Francisco, CA.

©2025 MadMen AI

Made with

by the MadMen AI team in San Francisco, CA.

©2025 MadMen AI