Why marketers get poor results from AI
Marketers often ask AI to 'write an ad' or 'create a campaign' — without audience definition, brand voice, conversion goal, or platform context. The result is generic copy that doesn't convert.
- No target audience specified — copy appeals to no one specifically
- No platform context — LinkedIn copy and TikTok copy are structurally different
- No conversion goal — awareness copy differs from conversion copy
- No brand voice — AI defaults to a neutral, corporate tone
- No pain point — features instead of customer problems
The marketing prompt framework
For marketing copy, the 4-element prompt framework expands to include platform, goal, and conversion action.
- Role — 'Act as a [platform] specialist with [X] years of [industry] experience'
- Product/Service — what you're promoting and its core benefit
- Audience — specific ICP (industry, role, company size, pain point)
- Platform — where this will appear (Facebook, LinkedIn, email, landing page)
- Goal — awareness, engagement, click, conversion, or retention
- Format — number of variations, length, required elements (headline, CTA, etc.)
12 marketing prompt templates
These templates cover the most common marketing writing tasks. Copy, fill in the brackets, and paste into any AI tool.
- Facebook Ad: 'Act as a Facebook Ads specialist. Product: [PRODUCT]. Audience: [ICP]. Pain point: [PAIN]. Write 3 ad variations: problem-agitation-solution, social proof-led, curiosity hook. Each: headline (7 words), body (3 sentences), CTA.'
- Cold Email: 'Act as a B2B sales copywriter. Service: [SERVICE]. Target: [ROLE] at [COMPANY TYPE]. Pain: [PAIN]. Write a 5-line cold email with personalized opener, value prop, and one-line CTA.'
- Landing Page Hero: 'Act as a conversion copywriter. Product: [PRODUCT]. Audience: [AUDIENCE]. Core benefit: [BENEFIT]. Write: headline (7 words max), subheadline (2 sentences), 3 bullet benefits, primary CTA text.'
- Email Subject Lines: 'Act as an email marketing specialist. Email topic: [TOPIC]. Audience: [AUDIENCE]. Goal: [OPEN/CLICK]. Write 10 subject line variations: curiosity, urgency, benefit, number, question formats.'
- LinkedIn Post: 'Act as a LinkedIn thought leader in [INDUSTRY]. Topic: [TOPIC]. Write a post with: hook line (pattern interrupt), 5 short insight lines, one practical tip, engagement question. No hashtags.'
How to test and iterate marketing prompts
The first output is rarely the final version. Use these iteration techniques to improve results.
- Ask for 3 variations of any copy — then use the strongest elements from each
- Request a rewrite with a specific change: 'Rewrite this with more urgency'
- Add competitor context: 'Differentiate from [COMPETITOR] which focuses on [THEIR_ANGLE]'
- Test different tones: professional, conversational, bold, empathetic
- Ask the AI to critique its own output: 'What are 3 weaknesses in this copy?'