Our AI-powered analysis uses scientifically validated measurement ratios to determine body shape with 95% accuracy. The algorithm considers bust-to-waist, hip-to-waist, and shoulder-to-hip ratios to classify your body type among the five main categories: Apple, Pear, Hourglass, Rectangle, and Inverted Triangle.

For best results, ensure accurate measurements taken while wearing well-fitting undergarments.

All recommended brands meet strict sustainability criteria including ethical labor practices, eco-friendly materials (organic cotton, Tencel, recycled fibers), transparent supply chains, and environmental responsibility initiatives.

We prioritize brands with certifications like GOTS, Fair Trade, B-Corp status, and those demonstrating measurable environmental impact reduction.

Bust/Chest: Measure around the fullest part of your chest, keeping the tape parallel to the floor.

Waist: Measure at your natural waistline, typically the narrowest part of your torso.

Hips: Measure around the fullest part of your hips and buttocks.

Shoulders: Measure from the edge of one shoulder to the edge of the other, across your back.

Absolutely! Many people have characteristics of multiple body shapes. Our algorithm identifies your primary body shape while the recommendations include styling tips that work for combination body types.

The tool also provides alternative suggestions and explains why certain styles work for your unique proportions.

Some recommended brands may include affiliate partnerships, which helps support our free tool and content creation. However, all recommendations are based solely on quality, sustainability standards, and body shape compatibility.

We maintain complete editorial independence and only recommend brands we genuinely believe serve our users' needs effectively.

Your core body shape typically remains consistent, but you may want to retake the assessment if:

• Your measurements change significantly (weight fluctuation of 20+ pounds)
• Your lifestyle or budget changes substantially
• You want to update your sustainability goals
• It's been 6-12 months since your last assessment

The tool provides multiple brand options across different price points and styles. If the specific brands don't appeal to you, focus on the body shape analysis and styling recommendations, which you can apply when shopping any sustainable fashion brands.

The silhouette and color guidance works with any ethical fashion company that creates pieces in those styles.

Yes, we take privacy seriously. Your measurements and personal information are processed locally in your browser for the analysis. We only collect email addresses (with your consent) for sending detailed style guides.

We do not sell or share personal information with third parties and comply with all applicable privacy regulations.