Why AI copy sounds generic
Content prompts often ask for the topic and nothing else: "Write a blog post about email marketing." The model fills every gap with the average, which reads like every other post on the subject.
The content prompt checklist
- Audience: one specific reader and their situation
- One message: the single point the piece must land
- Voice: two or three traits, plus an example sentence or two
- Facts you supply: your offer, numbers, stories. Don't ask the model to invent them.
- Format: length, structure, platform
- Call to action: the one thing the reader should do next
- Words to avoid: the clichés you never want to see
A worked prompt
Write a 120-word email to past workshop attendees announcing a new advanced session.
Audience: freelance illustrators who took our beginner workshop and want more paid client work.
Main point: the advanced session is about pricing and pitching, not drawing.
Facts: Saturday 14 June, online, 3 hours, 20 places, $90.
Voice: warm, direct, a little dry. Example: "You can already draw. This is about getting paid for it."
CTA: reply "IN" to hold a place.
Avoid: "exciting", "unlock", "journey", exclamation marks.
Options, then editing
Ask for three options of short, high-stakes pieces such as subject lines, hooks, and headlines, then pick and combine. For longer pieces, ask for one draft and edit it in a second turn: "@Editor Cut this by 25% and make the first line stronger."
Platform shapes
- Blog posts: ask for an outline first (multi-turn design from Module 4).
- Social posts: specify the platform and its length, and ask for the hook first.
- Emails: subject line, preview text, and body as separate labelled fields.
Context once, not every time
Retyping your audience and voice into every prompt gets old. In Ace, a Brand Profile sends that context with every message automatically. The free course "Make AI Sound Like You" builds one.
Try it
Write a prompt for a real piece of content you need this week using the checklist, run it in Ask Ace, then save it as a template in Prompt Builder for next time.