See the work behind the ideas.

Problem

A product description names features but not the market choice it helps a buyer make.

What you get

A structured positioning brief covering audience, category, alternatives, differentiated value, and supporting evidence.

Inputs

A company or product description, audience evidence, and known alternatives.

Method

Clarify the category, alternatives, differentiated value, and the proof a claim would need.

Review

A marketer validates the category, customer language, and supporting evidence before using the brief.

Limitations

The skill structures judgment; it cannot manufacture customer evidence or product differentiation.

Problem

AI drafts drift toward generic language even when the underlying idea is strong.

What you get

An editable voice reference grounded in your source writing.

Inputs

Real writing samples and context about the intended audience and format.

Method

Identify recurring language patterns, sentence habits, tone boundaries, and phrases to avoid.

Review

The writer compares the specification with the source material and rejects patterns that do not feel authentic.

Limitations

A voice reference improves consistency; it does not replace the author’s point of view.

Problem

A one-shot prompt produces work without a defined quality check or stopping point.

What you get

Reusable workflow instructions for completing and checking a defined marketing task.

Inputs

A clear goal, the material to work from, and the standard the result must meet.

Method

Run one action, check the result, adjust, and repeat until the stated stopping rule is satisfied.

Review

The workflow checks each pass against its stated standard; a person remains responsible for deciding when the work is ready.

Limitations

Loops organize iteration; they do not guarantee correctness or remove accountability.