Writing prompt standards for creative teams

When every writer keeps a private prompt, the output changes with the person. A standard makes the work repeatable and easy to review.

AI for agencies · 5 min read · Updated 2026-10-07

What a standard covers

A prompt standard is a short written template with fixed fields. It says what the model must know, what it must not do and what a good answer looks like.

Required fields

  • Client, product group, market, and a link to the approved claims list. Link it, do not paste it.
  • Audience, the single job of the ad, and the one offer that is allowed.
  • Tone rules, banned phrases, and the disclaimer required for the category.
  • Output format, length limits and the file naming pattern.
  • The reviewer: who checks the output, and what they check first.

Keep it honest

  • Never put a client's private data, keys or unreleased figures into a prompt. Use a placeholder.
  • Ask the model to say 'not known' when a fact is missing, instead of inventing one.

Version and judge

  • Give each prompt a version number and a one line changelog. Test a new version on three reviewed outputs before the team uses it.
Made-up example: prompt v1.3 for product descriptions gained a banned phrase list after two drafts made claims nobody had approved. The change is logged and the review sheet is updated the same day.

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