- bio usage
- Used in bios by female mechanics, engineers, auto enthusiasts, or anyone in skilled trades to represent their profession proudly.
- story usage
- Appears in stories documenting DIY projects, home repairs, car work, or empowerment content about women in non-traditional roles.
- aesthetic usage
- Fits into the 'tradwife alternative' or 'independent woman' aesthetic feeds, often alongside tools, garages, or workshop imagery.