KManga Ad Campaign troubleshoot

Problem Solving (Turnaround)

Getting around the limitation of the ad platform

Background

KManga have been prospering in advertisement until recently where a lot of their ads have been flag for braking the ad platform’s rules and regulations.

My Role

KManga have been prospering in advertisement until recently where a lot of their ads have been flag for braking the ad platform’s rules and regulations.

I was appointed to audit the current advertising ecosystem, identifying technical bottlenecks and performance leaks to develop a comprehensive recovery plan.


10 New ads

New Ads created with similar or better preformance.

10% ROI

New ads received high revenue return.

Increase Efficiency

Prevent future red flags and increase in creative design.

Cleared Restriction

Instant reinstatement of all creative ads.


Background

Creative Director

Tools

Google Slides • Photoshop
A/B Testing • Google Sheet

Timeline

January 2025 ~ February 2026

Process

What I did!

Mitigating Brand Risk and Ad-Space Non-Compliance

The brand faced a critical challenge with automated ad-space filters flagging creative assets for inappropriate imagery. This resulted in frequent ad campaign shutdowns, loss of revenue, and potential damage to the brand's reputation. The primary goal was to eliminate these flags while maintaining the visual impact of the ads.

The Challenge

01


02

Root-Cause Analysis and "Safe-Scale" Framework

Instead of addressing flags on a case-by-case basis, I implemented a two-fold strategy to solve the issue at the source:

  • Audit & Pattern Recognition: Conducted a comprehensive "Compare and Contrast" audit of all flagged vs. approved assets. I identified specific visual triggers—such as certain scene, framing styles, and suggestive silhouettes—that were triggering the AI filters.

  • A/B Testing for Compliance: I spearheaded a rigorous A/B testing phase. By running controlled variations of flagged ads, we isolated exactly which creative elements could be retained for performance and which needed to be overhauled to meet ad-space requirements.

Strategy

Problematic Banners Example

Scenes that thought to be problematic

Sexuality

Blushing

Kiss Scene


03

Establishing New Creative Governance

To ensure long-term scalability, I transitioned the team from a reactive to a proactive workflow:

  • Visual Standards Manual: I authored a "Creative Guideline" for the design team, defining a new art direction that favored high-clarity compositions. This included specific "Visual Language, Visual Imagery and Visual Scenario.

  • Creative Mentorship: I developed a suite of "Reference Prototypes" for the team. These served as a benchmark for how to balance provocative, high-engagement design with platform compliance.

  • Workflow Integration: I integrated a mandatory "Compliance Check" into the creative pipeline, where senior leads reviewed assets against the new guidelines before they hit the ad stage.

  • New Creative Work: I also advise them to create work that are more suggestive in the story rather than showcasing the intimate scene

Execution

Original

Edited


04

Rapid Compliance & System Stability

  • Immediate Impact: Achieved an 80% reduction in flagged assets within the first 7 days of implementing the new art direction.

  • Optimization & Scaling: By the second week, compliance reached 99%. I led the team through a final "anomaly audit" to refine edge-case assets and resolve minor technical discrepancies.

  • Full Resolution: By week three, 100% of the ad suite was approved across all platforms, completely eliminating campaign downtime.

  • Long-Term Stability: The new creative governance proved successful, with very little flagging issues reported in subsequent months, allowing the team to focus entirely on performance and scaling rather than damage control.

Results


Takeaways

  1. The solution is sometimes the most simplest form.

  2. Finding the solution leads to a more creative style of thinking.

  3. Refresh design can gain a second life in the ad space.

What I learned


Next project

Brand Identity Logo Creation

Let’s Collaborate on Something Amazing Together!

Jose Federico De Jesus