CTR + CVR dual objective
Build creative around measurable click and conversion goals.
SATLIS Visual Conversion Strategy
Creative is a conversion system, not an art project
Define CTR and CVR direction first, then produce batch-testable assets. Images and videos should serve conversion decisions, not just aesthetics.
CTR liftCVR liftBatch testingImage-video alignmentConversion linkage
Core goal: shorten creative cycle, raise traffic-to-order efficiency
Hero-image conflict fix
Fix first-screen click blockers first.
Image-video alignment
Keep one value-prop structure across formats.
Batch creative testing
Run multi-version tests in parallel for faster selection.
The 4 Creative Decisions
Each decision points directly to CTR/CVR outcomes.
What should be fixed first on the hero image?
Prioritize visual conflicts by click impact.
Output: hero-image fix queue
What script should be produced first?
Match script strategy by audience and scenario.
Output: shot-structure plan
Which assets truly lift CTR?
Keep winners and remove weak variants.
Output: variant keep/drop list
Can PDP content hold CVR?
Align visual claims with page conversion flow.
Output: conversion linkage actions
Production Framework
From insight to generation to testing iteration — a standardized pipeline.
Visual Scope
Audit competitor visual structures first.
Text-to-Image
Generate multi-style hero and scene variants quickly.
Image Fusion
Remix products, models, and backgrounds at low cost.
AI Product Images
Convert value props into visual proof.
Storyboard
Turn messaging into shot-level structures.
Image-to-Video
Scale image assets into video test sets.
Outcome Metrics (Ratio / Median)
Relative efficiency improvements only — no absolute order counts.
Median CTR lift
+37%
Driven by variant testing
Median CVR lift
+24%
Driven by aligned visual linkage
Creative cycle time
-68%
From single-output to batch pipeline
Per-test production cost
-52%
Lower than traditional shoots
Related Feature Entry Points
Jump directly into image and video tools.
Visual Scope
Break down competitor visual strategy.
Text-to-Image
Generate testable image variants fast.
Image Fusion
Combine product/model/background with control.
Storyboard
Define shot flow before production.
Text-to-Video
Generate multi-shot videos from scripts.
Image-to-Video
Convert image assets into video variants.