The Problem
Why Traditional Testing Fails
A/B testing was designed for a world where you had two variants and unlimited time. That world no longer exists.
It's slow
Platform A/B tests need 7-14 days minimum to reach statistical significance. By the time you have an answer, your promotion window may already be over.
It's expensive
You're spending real media budget to test. A Facebook A/B test on a $50/day budget takes weeks. Scale that across multiple campaigns and the "testing tax" adds up fast.
It requires audience volume
Small audiences can't reach significance. If you're targeting a niche segment (say, B2B buyers at companies under 50 people), traditional split testing simply doesn't work.
You only test two at a time
A/B testing is binary. When AI tools can generate 20 variants in seconds, running them head-to-head sequentially would take months and thousands of dollars.
The Solution
Synthetic Audience Testing
Instead of spending media budget to find your winner, Kettio evaluates each creative through a grounded synthetic model of your target audience in minutes, not days.
How it's different from asking AI to rate your ads
Most "AI ad scoring" tools paste a demographic profile into ChatGPT and call it audience testing. Published research shows this approach systematically fails, especially for specific buyer segments.
Kettio grounds every evaluation in real behavioral data. Our pipeline uses multi-voter Bradley-Terry aggregation, platform-specific behavioral heuristics, and embedding-space scoring. Not raw model opinions.
- 70.3% pairwise accuracy on CTR prediction
- Beats GPT-4o on a 1,089-image academic benchmark
- Platform-specific scoring for Meta, TikTok, Instagram
70.3%
CTR pairwise accuracy
< 5 min
Upload to ranked results
Platform Features
Everything You Need to Pick a Winner
Ranked results
Every variant gets a score and rank. See your winner at a glance without digging through data.
Written rationales
Know why each creative won or lost. Kettio writes a behavioral explanation per variant so you can iterate intelligently.
Audience personas
Define your exact target buyer: demographics, platform behavior, purchase intent. The more specific, the sharper the prediction.
Any format
Static images, video stills, carousel frames, lead ad thumbnails. If you can upload it, Kettio can score it.
Multi-platform scoring
Score the same creative against TikTok, Instagram, and Meta audiences simultaneously. Find which platform each creative is built for.
Unlimited variants
Test 5 or 50 creatives in a single session. No per-variant pricing. No artificial limits.
See how it compares: Kettio vs AdCreative.ai or best AI ad tools in 2026.
vs. DCO
Replace DCO with Pre-Launch Testing
Dynamic Creative Optimization (DCO) is a reactive approach. It assembles and tests combinations in-flight using your live media budget. You're paying to discover what works.
Kettio is a pre-launch approach. You identify the winning creative before the campaign goes live. Then launch the winner, not a DCO experiment. Less waste. Faster results. Lower cost per acquisition from day one.
How Kettio tests AI-generated ads →Get Started
Know your winner before you spend
Upload your creatives, define your audience, and get a ranked list with rationales in minutes. No media budget required.