Bias Lens
A short-form self-reflection tool that uses celebrity relationship examples to surface your own implicit preferences around age, status, and gender in dating.
dating-app users curious about their own attraction patterns
- 10-minute swipe-and-react exercise using anonymized celebrity pairs
- Personal pattern report highlighting consistency and contradictions
- Optional comparison with anonymized community baselines
- Exportable reflection notes for use with a therapist or coach
Public debates like the Griffin thread make people unusually willing to examine their own biases, creating a teachable moment for a lightweight reflection product.
Viral 'celebrity crush test' prompted women to dump dates (NY Post Feb 2026) and IDRlabs draws ~5M monthly US visits on dating/personality tests, showing real engagement.Women are dumping dates over a viral 'celebrity crush test' ↗idrlabs.com Website Traffic, Ranking, Analytics [September 2025] ↗
Crowded adjacent space: IDRlabs dominates dating/preference tests, gzhttp and ltas.uk run attraction-pattern quizzes, and TikTok accounts like @quizforcouples (7.3M likes) already ride celebrity-relationship content.Test Tag: Dating - IDRlabs ↗What Race Am I Attracted To Quiz? Explore Your Dating Attraction Pattern ↗Quiz For Couples (@quizforcouples) | TikTok ↗
This category runs on free ad-supported quizzes (IDRlabs model) or viral TikTok content; willingness-to-pay for self-reflection is weak and no clear premium pricing precedent surfaced.Self-Reflection Quizzes | Relationship, Dating & Intimacy Self-Checks ↗
Hook depends on rotating celebrity moments (Kathy Griffin trend is a single news cycle), and the underlying attraction-pattern concept is evergreen but requires constant content churn to stay topical.Kathy Griffin introduces 22-year-old boyfriend, sparking debate over the couple's 43-year age gap ↗
Quiz app with self-reported answers and celebrity imagery is trivial to ship; no data, ML, or compliance barriers.