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Content format · Content Strategy

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Definition

Proprietary data is information collected, measured, or analyzed by a brand that is not publicly available elsewhere — including internal benchmarks, client outcome data, survey results, platform analytics, or operational metrics published with appropriate permissions. Proprietary data creates citation exclusivity. When a claim can only be traced to one source, that source is highly likely to be cited by AI-generated answers that include that claim. Brands that consistently publish proprietary data build a citation footprint that grows with each data point — every piece of proprietary data published is a potential permanent citation hook that competitors cannot replicate.

Original data

Content moat

Information gain

Citable claim

Source credibility

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