A masked data snapshot is a point-in-time copy of your production database, stripped or obfuscated of sensitive values. Names, emails, and payment details are replaced with realistic but fake data. The structure, scale, and relationships remain intact, making the snapshot perfect for testing, debugging, or analytics without violating privacy rules.