Common Mistakes When Interpreting Wreltik Results
Five ways people misinterpret their Wreltik scores — and how to avoid reading the data in a way that leads you to the wrong creative decision.
Common Mistakes When Interpreting Wreltik Results
Wreltik gives you scores. It doesn't give you decisions. The gap between the data and the decision is where most mistakes happen. Here are the most common ones.
Mistake 1: Optimizing for a single dimension in isolation
Someone sees their Memory Encoding score is 48 and decides to "fix it." They re-edit the ad to boost Memory Encoding — adding more branding, more emotional peaks, more distinctiveness. Memory Encoding goes up to 62. Visual Attention drops from 71 to 44 because the changes made the opening slower and less visually engaging. The "fix" made the ad worse.
Dimensions don't operate independently. Improving one often impacts others. The goal isn't to maximize every dimension — it's to achieve the right pattern for your specific ad and objective. An awareness ad might prioritize Visual Attention and Emotional Resonance over Memory Encoding. A retargeting ad might prioritize Memory Encoding and Reward Response. The pattern matters more than any single score.
Mistake 2: Comparing scores across different types of content
A 15-second UGC testimonial and a 45-second brand film have different dimensional profiles by design. Comparing them directly — "this one scored higher on Attention Sustainment" — is meaningless. The longer ad has a structural advantage on sustainment because there's more content to sustain attention through.
Compare like with like. UGC to UGC. Brand film to brand film. Same length to same length. When you compare across formats, you're measuring format differences, not creative quality differences.
Mistake 3: Treating scores as precise measurements
Wreltik predicts cognitive response. The predictions are informed by neuroscience models, but they're predictions — not measurements. A score of 72 doesn't mean the ad will produce exactly 72 units of attention. It means the ad scores 72 on Wreltik's scale, which correlates with attention in validation studies.
Small score differences (1-5 points) between versions are often noise. Medium differences (5-10 points) are directionally informative. Large differences (10+ points) consistently point to real creative differences. Don't overinterpret small movements.
Mistake 4: Ignoring your own creative judgment
Wreltik is a tool for informing creative decisions, not making them. If Wreltik says one version is stronger and your creative instinct says the other version is better, sit with the tension. Maybe the tool is catching something you're missing. Maybe you're catching something the tool can't measure — cultural nuance, brand appropriateness, competitive context. The best creative decisions come from synthesizing data and judgment, not from deferring to either one entirely.
Mistake 5: Not tracking predictions against outcomes
The most valuable thing you can do with Wreltik is track whether its predictions match real-world performance. When an ad scores high on Wreltik and performs well in market, that's a confirmation. When an ad scores high and performs poorly, that's information — something about the ad's context (audience, offer, competitive environment) mattered more than the creative's cognitive profile. When an ad scores poorly and performs well, that's valuable too — it tells you about a creative approach that works despite what the model predicts.
Over time, this tracking calibrates your interpretation. You learn which dimensions matter most for your specific audience and objective, and you stop optimizing for scores in the abstract.