28/07/2025
Are your surveys objective?
The Halo Effect can distort responses, particularly when a respondent’s impression of one trait (such as a brand logo or the interviewer's tone) influences their entire rating.
Subtle factors, such as brand familiarity, visual cues, or prior experience, can lead participants to overrate or underrate without realizing it.
In market research, this will result in biased data.
The fix?
Design-neutral layouts.
Have mixed questions to evoke different responses.
At BeeLabs, we are building agents that detect these biases and help you neutralize them, ensuring your surveys and insights remain clean and focused.
Your brand deserves better data.