Can AI product videos sell K-beauty? Here’s how we’ll find out.
A public testing plan for separating beautiful output from useful marketing.
NEW IN 2026 A CREATOR LAB BY MIKE KWAK
AI video is easy to make.Trust is harder.
Purple Mangos tests what happens when AI video meets real products, real audiences, and real accountability—starting with K-beauty.
VARIABLE 03THE HOOK
SPECIMEN 00115 SEC
PURPLE MANGOSPRETTY IS
NOT PROOF.
NOT PROOF.
TEST
OPEN
OPEN
AI-Assisted Visual 01
Verified Product Facts 02
FROM THE LAB NOTEBOOK
What we’re learning
One product, five ad concepts—without inventing five new claims.
A practical creative system for generating range while keeping the facts fixed.
Our no-fake-review rule for AI-assisted product content.
The bright line between illustration, research, hands-on experience, and advertising.
THE WORKING MODEL
One public loop.
Four honest signals.
We document the brief, make the creative, publish the result, and keep the misses. The goal is useful pattern recognition—not a highlight reel.
- 01ATTENTION
Did the opening earn a second look?
- 02CLARITY
Did the viewer understand the product?
- 03INTENT
Did the right person want to learn more?
- 04OUTCOME
Did interest become a useful action?
PM
/01
/01
“I’m building the video system and the media brand at the same time. Purple Mangos is where the experiments stay public—and where the lessons have to survive contact with a real audience.”
NEXT EXPERIMENT
K-beauty, without the fake glow.
Follow the build from first concept to first measurable result. YouTube and short-form channels are launching with the experiment—not before it.
Read the test plan