brand-voice

Gather 5 to 20 real writing samples such as posts, essays, or emails, then extract patterns like sentence rhythm, compression, and claim style into a structured voice profile. Reuse that profile across all downstream writing tasks instead of re-deriving style each time.

Define explicit banned moves in your voice profile, such as fake curiosity hooks, bait questions, and LinkedIn thought-leader cadence. Ground every stylistic rule in real source material rather than generic platform exemplars.

Prioritize recent original posts and threads first, then articles, essays, and newsletters, followed by real outbound emails, and finally product docs and site copy. Prefer recent material unless older writing is more canonical.

Yes, a single structured profile can include channel-specific notes for X, LinkedIn, and email while keeping core traits like rhythm and claim style consistent. If public and private voices diverge, the profile should capture that split explicitly.

Profiles depend on the quality and quantity of available source material; thin or conflicting sources reduce confidence. When sources conflict, the split must be called out rather than averaged into an inconsistent blend.