The difference comes down to Inference vs. Intent.

• First-Party Data is information you infer from a customer’s behavior (e.g., they looked at hiking boots, so you guess they like hiking).

• Zero-Party Data (ZPD) is information the customer explicitly tells you (e.g., they fill out a quiz stating, “I am training for my first marathon”). ZPD is more accurate because it eliminates guesswork.