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Methodology · Fractional CMO

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Definition

A brand narrative is the cohesive story that defines what a company is, why it exists, who it serves, and what makes it distinct — expressed consistently across all brand communications, from website copy to executive interviews to customer conversations. Brand narrative consistency directly affects AI entity representation. AI systems construct their understanding of a brand from the language used across multiple sources — and brands that tell inconsistent stories across different platforms produce inconsistent AI characterizations. A brand with a clear, consistent narrative that appears in the same form across its website, its press coverage, its social profiles, and its customer testimonials gives AI systems a coherent story to internalize and reproduce accurately.

Brand positioning

Entity consistency

Co-occurrence signal

Content provenance

Editorial authority

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