People cannot reliably identify who is transgender simply by looking at them. Research consistently shows that visual appearance is an unreliable indicator of gender identity, and the assumption that transgender people are easily recognisable is both scientifically incorrect and socially harmful.

Evidence indicates that transgender individuals, like all people, display tremendous diversity in their physical characteristics, presentation, and appearance. Studies examining gender perception demonstrate that people often make inaccurate assumptions about others' gender identity based on visual cues alone. These assumptions become particularly problematic when they lead to discrimination or exclusion from appropriate facilities and spaces.

Guidelines from equality organisations emphasise that making judgements about someone's gender identity based on appearance can create dangerous situations. This behaviour not only affects transgender people but can also harm cisgender individuals who may not conform to narrow societal expectations of how women or men should look. The practice of visual assessment can lead to inappropriate challenges and exclusions from spaces that people have every legal right to use.

Understanding that gender identity cannot be determined by appearance alone helps create more inclusive environments for everyone. Rather than making assumptions based on visual cues, respecting people's self-identification and treating all individuals with dignity remains the most appropriate approach in social and professional settings.