12 AI Prompts for Crafting High-Converting Sales Copy (Copy & Paste)

Writing high-converting sales copy used to mean hiring an expensive copywriter or staring at a blank page for hours. With ChatGPT, Claude or Gemini you can get a strong first draft in minutes, but only if you give the AI the right instructions. Vague prompts like “write a sales page for my course” produce vague, forgettable copy.

Disclosure: some links in this post go to my own products or are affiliate links. If you buy through them I may earn money at no extra cost to you.

Below are 12 copy-and-paste prompts that follow the same order a professional copywriter works in: research first, then headline, offer, proof, objections and call to action. Each one has the prompt itself, why it works, and a tip for getting a better result.

Before You Prompt: Give the AI a Brief

The single biggest upgrade is to paste a short brief at the start of every chat. Copy this, fill it in once and reuse it:

Product: [name and what it is]. Price: [price]. Audience: [who exactly]. Their main problem: [problem]. The result they want: [result]. Why my product is different: [2 to 3 points]. Proof I have: [testimonials, numbers, credentials, guarantee]. Tone: [friendly / direct / premium].

AI can’t invent real proof, and you shouldn’t let it. If you don’t have testimonials yet, say so in the brief and ask for copy that relies on clarity and a guarantee instead.

12 Prompts for High-Converting Sales Copy

1. Find the Real Pain Points

Using the brief above, list the 10 most painful frustrations my audience feels about [problem], written in the words they would use when complaining to a friend.

Why it works: copy converts when readers feel understood. Check the answers against real reviews, Reddit threads or comments in your niche and keep the phrases that match.

2. Map Desires and Objections

For the same audience, list what they secretly want (beyond the obvious result) and the top 7 reasons they might hesitate to buy.

Tip: save this list. You’ll use it for prompts 7 and 9.

3. Write 20 Headlines

Write 20 sales-page headlines for [product] using different angles: result-focused, curiosity, “how to”, specific number, objection-busting, and “for [audience] who [situation]”. Keep each under 15 words.

Tip: pick your top 3 and ask the AI to make each one more specific. Specific beats clever every time.

4. Hook the Reader in the Opening

Write three opening paragraphs for my sales page. Option 1 starts with a relatable story, option 2 with a surprising fact, option 3 by describing the reader’s current situation. Under 100 words each.

5. Turn Features Into Benefits

Here are my product’s features: [list]. For each, write the benefit and the deeper “so that…” outcome the buyer cares about.

Why it works: people don’t buy “12 video lessons”, they buy “launch your first product this weekend”.

6. Write Bullet Points That Sell

Write 15 curiosity-driven bullet points for what’s inside [product]. Each should promise a specific benefit without giving away the full answer.

7. Handle Objections Honestly

For each objection in my list, write a short, honest answer for the sales page. Don’t overpromise. Where the product is not right for someone, say so.

Why it works: telling people who the product is not for builds trust and reduces refunds.

8. Present Real Social Proof Well

Here are my real testimonials: [paste]. Suggest how to group and introduce them, and write a short headline above each that highlights the result.

Important: never ask AI to make up testimonials or results. Fake reviews are illegal in many countries (the FTC in the US has specific rules) and destroy trust.

9. Build the Offer Stack

Write the “here’s everything you get” section for [product] at [price], including the main product, bonuses [list] and the guarantee [terms]. Make the value clear without inventing fake “worth $997” prices.

10. Create Honest Urgency

My real deadline or limit is: [launch price ends on date / limited spots / bonus expires]. Write three ways to mention it on the page and in emails without sounding pushy.

Tip: only use urgency that is true. Fake countdown timers that reset are a fast way to lose your audience’s trust.

11. Write Calls to Action

Write 10 call-to-action button texts and the sentence above each button. Focus on what the buyer gets, not on “buy now”.

12. Critique and Improve the Draft

Act as a direct-response copywriter. Review this sales page draft: [paste]. Score it out of 10 for clarity, specificity, proof and call to action, then rewrite the weakest section.

Why it works: AI is often better at editing than at writing from scratch. Use this prompt on every draft.

How to Test Your Sales Copy

• Read it aloud. Anything that sounds like a robot or a used-car ad gets rewritten.
• Show it to one real customer. Ask what’s confusing and what would stop them buying.
• Change one thing at a time. Test headlines first, since they have the biggest effect on conversions.
• Track results. Measure conversion rate (sales divided by visitors) before and after each change.

The same prompts work for emails, ads and social posts. For email specifically, see AWeber vs GetResponse to choose a tool, and my guide to writing better AI prompts to improve any of the prompts above.

Want More Ready-Made Prompts?

If you’d like hundreds more prompts like these for copywriting, marketing and business planning, my Claude Business Toolkit organizes thousands of them by task (it’s my own product). You can see a few free examples in 7 Claude prompts for business that actually work.

There’s also this pack of 101 AI prompts for marketing campaigns if you want a smaller, campaign-focused set.

Sales Copy Prompts: FAQ

Which AI writes the best sales copy?
ChatGPT, Claude and Gemini all write good drafts when given a detailed brief. Claude tends to sound more natural, ChatGPT is great at many variations, and Gemini is handy if you work in Google Docs. Try the same prompt in two tools and keep the best parts.

Can I publish AI sales copy as it is?
You can, but you shouldn’t. Edit it for your voice, check every claim, and add real proof. The edit is where good copy becomes high-converting copy.

How long should a sales page be?
Cheap, simple products can sell with a short page. Expensive or unfamiliar products need longer copy that answers more questions. Write until every major objection is answered, then stop.

Start With One Prompt

Don’t try all 12 at once. Fill in the brief, run prompts 1 and 3, and rewrite just your headline today. That one change alone can lift conversions more than anything else on the page.