About Leo scan reviews

How Leo creates cat food scan reviews

Leo helps cat parents understand food labels by turning scan analysis into practical nutrition notes. Public review pages are built from anonymized scan data, not from private cat profiles or user uploads.

What the score means

Leo scores food from 0 to 100 based on the visible label, nutrition ranges, ingredient quality, and cat-specific safety patterns. A higher score suggests a stronger nutrition profile, but it is still informational.

What data is used

Public pages use product names, manufacturers, verdicts, nutrition ranges, and ingredient notes from quality-filtered food scans. Leo removes cat profiles, user identifiers, raw upload metadata, and user images.

Why pages are generated

The goal is to make label analysis easier to compare across brands and products. Pages are only published when enough stored scan data exists to create useful nutrition and ingredient context.

Medical limits

Leo is not a veterinarian and does not replace medical advice. Ask your vet before changing food for cats with allergies, kidney disease, diabetes, urinary issues, digestive problems, or prescribed diets.

Want analysis for your own cat?

Public reviews are general label analysis. Leo onboarding personalizes scans around your cat's age, breed, allergies, and health notes.

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