The pipeline

How GreenPeel Foods works

From the moment you give consent to the moment you download a report, here's exactly what happens to your photo and how your results are produced.

GreenPeel Foods provides cosmetic skin analysis for informational purposes only and is not a substitute for professional medical or dermatological advice.

1. Consent & privacy

Before anything is captured, you're asked for explicit consent to analyze a photo. No scan happens without it, and you can decline or stop at any point. Your photo is only ever used to generate your own results.

2. Capture

Use your device's camera for a live capture or upload an existing photo. For the most reliable results: find good, even lighting (natural daylight works well), remove glasses, pull hair away from your face, and look straight at the camera with a neutral expression.

3. Automated quality checks

Before analysis runs, your photo is automatically checked for the conditions that make a reliable read possible. This is also the most common place a scan gets rejected — knowing why upfront helps you get a usable result on the first try.

  • Blur or camera shake — the image needs to be sharp enough to read fine texture.
  • Lighting that's too bright or too dark, which washes out or hides real detail.
  • An extreme head angle, or a face that's too small or off-center in the frame.
  • More than one face in the shot, or no face detected at all.
  • Sunglasses, a mask, or hair covering key areas of the face.

4. AI analysis across 10 metrics

A trained neural network analyzes color, texture, and light-reflection patterns across your face to estimate 10 skin metrics — hydration, blemish-proneness, redness-proneness, oiliness, dark spots, radiance, texture, firmness, wrinkles, and dark circles. Rather than treating the face as one flat surface, the analysis looks separately at distinct regions — forehead, cheeks, nose, and the under-eye area — since skin behaves differently across these zones.

5. Results with explainability

Your results aren't just numbers. Each metric comes with a plain-language explanation and a heatmap overlay showing which areas of your face most influenced that particular score, so you can see the 'why' behind every result — not just the 'what.'

6. Downloadable PDF report

Once your scan is complete, you can download a PDF summary of your results to keep for your own records or to share with a skincare professional if you choose to.

At every stage, GreenPeel Foods estimates cosmetic, informational scores. It does not diagnose disease or replace a professional dermatological evaluation.

Your routine starts here

See it for yourself

Your first scan takes about 30 seconds.

Start Your Free Scan