- • Generic output = generic prompt. The formula: Role + Task + Context + Format + Tone.
- • Specific beats general, one goal per prompt, give examples — and always end with “smooth into my voice.”
- • Below: 8 ready templates for social, newsletters, ads, SEO copy, reviews & more.
- • For a whole website, prompt-by-prompt is the wrong route — purpose-built AI exists for that.
Why 90% of AI marketing copy sounds generic
Almost everyone who tries AI for marketing and is disappointed makes the same mistake — and it's not the one most people assume. It's not that “the AI isn't good enough.” It's that a vague prompt inevitably produces vague copy. “Write me an ad” isn't a task, it's a wish. The AI has no choice but to answer with average, because you gave it no clue what's different about your business.
Picture the prompt as a brief to a new copywriter who has never seen your business. Would you tell them “just do some advertising”? Of course not. You'd tell them who it's for, what you offer, what sets you apart, where the copy appears and in what tone. That brief is the prompt. Skip it and you get interchangeable copy — provide it and you get something that sounds like your business.
The good news: you don't have to become a “prompt engineer.” There's a simple, repeatable formula that covers 95% of all marketing tasks. Here it is — followed by eight ready templates where you just drop in your details.
The prompt formula in detail
Five building blocks, in this order — that's the whole magic:
Who should the AI be? “You are a copywriter for a local [industry] business.” That sets the frame for word choice and perspective.
What exactly should be produced? “Write 3 Instagram captions.” One clear, single goal — not five things at once.
For whom, what's special? “Audience homeowners 40+, we offer a flat-rate guarantee.” This is where generic becomes specific.
How should it look? “Max 2 sentences plus 1 call-to-action each.” Without a format spec you get what the AI thinks fits — rarely what you need.
How should it sound? “Casual and approachable, no marketing speak.” Tone decides whether it sounds like you.
Put together it reads: “You are a copywriter for a local painting contractor (role). Write 3 Instagram captions (task) for our spring exterior-painting promotion, audience homeowners, our advantage is a flat-rate guarantee (context), max 2 sentences plus a clear call-to-action each (format), casual and approachable, no marketing clichés (tone).” That prompt takes 20 seconds and delivers many times the quality of “write Insta posts for painters.”
8 copy-paste templates
All built on the formula — just replace the bracketed placeholders.
Social media post
For: Instagram / Facebook
The all-rounder. Three variants give you choice instead of one mediocre hit. The audience line is the biggest lever here — it turns “nice” into “speaks to exactly me.”
Copy-paste template
You are a social media copywriter for a [industry] business in [city]. Write 3 variants of a post about [topic/offer]. Audience: [audience]. Max 2 sentences each, 1 clear call-to-action, casual, no clichés.
Newsletter
For: Email to existing customers
Stating the goal explicitly (clicks? bookings? replies?) changes the whole text. Without a goal the AI writes “pretty,” with a goal it writes “effective.”
Copy-paste template
Write a short newsletter for [business]. Occasion: [occasion/promo]. Goal: [clicks/bookings]. Structure: punchy subject line, 1 benefit paragraph, 1 call-to-action. Tone: friendly, not pushy.
Google/Meta ad
For: Paid ads
The hard character limits are decisive — without them you get copy that's cut off in the ad. Five variants with a different advantage each give you test material.
Copy-paste template
Create 5 short ad texts for [offer] in [city]. Each: headline (max 30 chars), description (max 90 chars). Benefit first, one concrete advantage per variant.
SEO page copy
For: Service page
This shows the value of the structure spec: you get a finished, organized page instead of a text blob. Still: review and bring it into your voice.
Copy-paste template
Write the copy for a service page about [service] in [city]. Structure: H1, short intro, 3 benefit paragraphs, FAQ with 3 questions, call-to-action. Use the keyword naturally: [service] [city]. Plain language, no jargon.
Polish a testimonial
For: Testimonial
Important: this is polishing real statements, not inventing them. Only use it with consent and based on what the customer actually said.
Copy-paste template
Turn these bullet points into a credible, short testimonial (1-2 sentences), natural language, no ad tone: [bullets].
Promotion / offer
For: Promotion
Ideal against the blank mind. You rarely take the AI idea 1:1 — but among five there's usually one that points you the right way.
Copy-paste template
Develop 5 ideas for a limited-time promotion for [industry] in [season]. Each: promo name, one-sentence pitch, fitting call-to-action.
Review reply
For: Reputation
Especially valuable on critical reviews: the AI gives the factual first draft, you skip the emotional first reaction and stay composed.
Copy-paste template
Reply professionally and non-defensively to this [positive/critical] Google review. Short, personal, solution-oriented: [review].
Blog/guide idea
For: Content / SEO
Topic-finding is often the biggest content hurdle. Ten suggestions at once, sorted by real search intent instead of “what I want to say.”
Copy-paste template
Give me 10 blog topics customers of a [industry] business might Google, plus a search-friendly title suggestion each, no clickbait.
The 5 most common prompt mistakes
Too general
“Write good copy” — no role, context, format. The result is inevitably average.
Multiple goals in one prompt
Blog post + 5 posts + newsletter at once. The AI gets lost. One goal per prompt.
No example given
If you want a specific style, include a short example of your tone. Showing beats describing.
Accepting the first try
The first output is rarely the best. Stopping here wastes 80% of the potential.
Publishing unchecked
The most expensive mistake. Factual errors, wrong prices, generic spots — always review and smooth.
Pro technique: iterate, don't discard
The biggest gap between beginners and people who are genuinely good with AI: beginners take the first try or give up. Pros treat the first output as a rough draft and sharpen it in short follow-up instructions — exactly like a feedback round with a human copywriter.
Typical refining commands that almost always help: “Shorter.” “Less salesy, more plain.” “More like the example.” “More concrete, with a number.” “Make the first sentence stronger.” Three such iterations cost a minute together and lift the result from “okay” to “usable.” Also save prompts that worked well — next time the same task takes seconds.
The indispensable last step
However good the prompt — AI output is a draft, never the final edit. Three things you always check before anything ships: are all the facts right (especially prices, numbers, promises)? Does it sound like you or like “some company”? Is it legally clean (no unsupportable claims)?
That last 10% of polish turns AI text into your text — and it's exactly the step skipped by the people who then complain about “interchangeable AI copy.” What good copy generally takes is in website copywriting that converts.
And for your website?
For individual posts, ads or emails these templates are great. For a whole website, prompt-by-prompt is tedious and leads to a patchwork of copy that doesn't fit together — each section sounds different, the structure is luck.
There are purpose-built tools for that: an AI website builder produces coherent, consistent page copy plus structure, design and SEO in one pass — without writing twenty prompts and gluing snippets together. That's how Website Boost works.
FAQ
Which AI should I use for these prompts?
Why is my AI copy generic despite a prompt?
Can I just post AI marketing copy?
How many variants should I generate?
Should I save my best prompts?
Does this work for my website too?
Bottom line
Good AI marketing copy isn't luck or a matter of the model — it's a matter of the brief. Internalize Role + Task + Context + Format + Tone, pursue one goal per prompt, iterate and do the final smoothing yourself, and you get usable copy in a fraction of the time. The eight templates above are your starting capital — copy, fill the placeholders, go.
Skip the prompt tinkering for your website
Coherent page copy in one step
Instead of twenty prompts and copy-paste: answer a few questions and the AI writes coherent copy and builds the whole website — structure, design and SEO included.
- Free starter plan available
- Coherent copy instead of snippets
- A finished website in under 5 minutes
- Edit anytime by chat
Practical advice: from the eight templates pick the two you need most often, adapt them once properly to your business and save them. That small routine beats any “ultimate prompt collection” with 200 examples.