CASE STUDY 2025
50 banner variations
before the designer opens Photoshop.
Generating product creatives for Sklik Branding and Meta Ads in accordance with brand manual.
Key Metric
∞ Variations
Infinite possibilities
Overwhelmed Graphics
Black Friday requires hundreds of formats. Designers can't keep up. Sklik rejects banners due to text rules.
MANUAL DESIGN
Missed Deadlines
Waiting for designers
CREATIVE FACTORY
Generating Batch #124
PROCESSING
Var ACTR 2.4%
Var BCTR 3.1%
Var CTesting...
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The Blueprint
Production Pipeline
From product feed to finished banners.
Tech Stack
SMBAirtable
Data Source
ProMake
Orchestration
Pro PlanOpenAI
DALL-E 3
Pay-per-imgBannerbear
Image Gen
Standard⚡ Implementace: 1–2 týdny, rychlý start s SaaS nástroji
Vibe Coding Process
How did we build it in 11 days? We skipped lengthy specs and went straight to code.
TimeReal-time
VariationsUnlimited
DAY 01 — TEMPLATES
Prompt Engineering
Templates and prompt engineering for graphics.
DAY 03 — QUALITY
Auto-Check
Automatic quality control.
vision.analyze(image)
DAY 06 — FEEDS
Scaling
Product feed integration.
Measured Results
Scalability
Scale
Testing dozens of creatives
Efficiency
Speed
Reaction to trends in minutes
"Creativity is the new targeting. Who doesn't test visuals at scale, loses the auction."