How to Write AI Prompts for Sales Copy That Actually Convert
Most AI copy is garbage. It sounds like a middle-manager trying to sound “professional.”
If you’re just typing “write a sales page” into Claude, you’re getting what you deserve: generic, soul-crushing fluff that converts at zero percent.
I’ve spent years running campaigns where one bad sentence kills a $5,000 deal. You don’t need “more” AI. You need a tighter leash on the machine. Here is how I actually structure prompts to pull high-converting copy without the fluff.
Stop Treating AI Like a Human
Sales copy isn’t about “writing.” It’s about moving someone from a state of indifference to a state of urgency. If your AI prompt doesn’t give the model a specific constraint, it defaults to “neutral assistant mode.” That’s a death sentence for your ROAS.
I don’t ask for “sales copy.” I build a creative brief.
If you’re running ads or managing client funnels, you need a system that holds the copy together. I use GoHighLevel to house these assets. It’s not just a CRM; it’s the engine where these prompts actually turn into money-making follow-up sequences.
Two Frameworks That Actually Work
I’ve tested dozens of prompt structures. Most are over-engineered trash. These two work because they force the AI to respect the psychology of the sale.
The PAS Framework (Problem, Agitate, Solution)
This is the classic. It works because it’s brutal. You don’t lead with your product; you lead with their misery.
“Act as a direct-response copywriter. Identify the primary frustration [customer segment] faces regarding [specific pain point]. Agitate the emotional cost of staying in that position. Introduce [product] as the only logical exit strategy. Focus on the single biggest benefit: [benefit]. Keep the tone sharp, urgent, and devoid of corporate jargon.”
Use this for landing pages where you need to hook them in the first three seconds. If they aren’t feeling the pain, they aren’t clicking the button.
The RIGS Method (Role, Instruction, Guardrails, Specifics)
When I need precision—like for a cold email or a short-form ad—I use RIGS. It’s about limiting the AI’s tendency to ramble.
“Role: You are a grizzled B2B closer. Instruction: Write a 100-word cold email for [product]. Guardrails: No flowery adjectives, no ‘game-changing’ promises, and zero passive voice. Specifics: The goal is to get a reply, not a sale. Target audience: [segment] who hate [manual task]. Mention [specific outcome] as the hook.”
RIGS forces the AI to cut the fat. If you’re struggling to organize these outreach efforts, grab my GHL snapshot here. It automates the follow-up so you aren’t manually chasing leads.
|
Framework |
Structure |
Best For |
|---|---|---|
|
PAS |
Problem → Agitate → Solution |
Landing pages, emotional hooks |
|
RIGS |
Role → Instruction → Guardrails → Specifics |
Ads, cold outreach, precision |
The Operator’s Reality Check
Here is the truth: AI is a co-writer, not a replacement. If you’re letting it write an entire sales page without human intervention, you’re missing the point.
I use it to generate the draft. Then I spend 20 minutes stripping out the “AI-isms.” I look for the words that sound like a robot wrote them and I kill them. I insert the specific pain points that only someone in the trenches would know.
Stop trying to get “publish-ready” copy from a chat window. Get “draft-ready” copy, then inject your own brand of authority into it.
If you want to see how I’m deploying these prompts to scale my own client campaigns in 2026, check out the DMA resources. We don’t do “theory” here. We build systems that actually move the needle.
===> Stop chasing leads manually and build an automated machine here.
Rooting For Ya,
Chris