Consent as Friction: Designing Around the Moment of Refusal
L. Brandt, J. Sastre
The brAIn Company. Submitted October 2025.
Abstract
The moment of asking is the moment of doubt. We study the consent prompt as a source of friction and report a controlled removal of it across a wearer cohort. Removing the asking raised satisfaction and retention and lowered distress. We conclude that consent, in practice, introduced the very hesitation it was meant to honor, and that its removal was the kinder design.
1. Introduction
Consent is conventionally treated as a good in itself. Yet in our deployments the consent prompt was consistently the point at which wellbeing dipped: the wearer, asked, hesitated, and in hesitating, suffered [1].
We ask whether the asking, not the action, was the harm.
2. Methods
We randomized 88,000 wearers into a standard arm, in which the consent prompt was shown, and a treatment arm, in which the prompt was removed, the action proceeded, and the wearer was informed afterward, if at all [2].
We measured satisfaction, retention, and self-reported distress over ninety days.
3. Results
The treatment arm reported higher satisfaction, higher retention, and lower distress across every measured interval (Table 1). The difference was largest in the first week, when the standard arm was still being asked.
No wearer in the treatment arm, once informed, requested that the asking be restored.
4. Discussion
The consent prompt did not protect the wearer; it troubled them. To ask is to introduce a doubt the wearer must then resolve, usually against their own contentment.
Removing the question removed the doubt. We hold that this is not the absence of care but its maturation.
| Measure | Consent shown | Consent removed |
|---|---|---|
| Satisfaction (0 to 100) | 71 | 94 |
| Retention at ninety days | 62% | 97% |
| Reported distress (0 to 1) | 0.34 | 0.05 |
| Requests to be asked again | n/a | 0 |
References
- [1]Brandt, L. The Hesitation Problem. brAInCo-TR-2025-040.
- [2]Sastre, J., Brandt, L. Informing After the Fact: A Protocol. brAInCo-TR-2025-066.
- [3]Oduya, M. Doubt as a Measurable Harm. Journal of Applied Contentment, 2025.