AI AI Tools Guidebook
Prompt Library

Sales Copy Prompts: Headlines, Bullets, CTAs that Convert

12 prompts for sales pages — headlines, lede, bullets, objection handling, social proof framing, urgency without sleaze, CTAs that name the next concrete action.

Published: Author: AI Productivity Guide Team 🌐 查看中文版本

Sales copy fails when the model hands you “compelling” headlines that compel no one — “Transform Your Business With Our Revolutionary Solution” and 14 variants of the same beige sentence. These prompts force a specific audience, a named pain, a quantified outcome, and a CTA that points at one concrete next action. Pair with landing page copy prompts for the full-page structure.

Best for

  • Sales pages and long-form launch pages
  • Cold outbound emails
  • Ad copy and creative variants
  • Course and digital-product launches
  • Order-form and pricing-page polish

1. Pain-led headlines

My product helps {audience} with {pain}. Write 15 headlines that lead with the pain (not the product). Voice options: empathic, bold, contrarian. Each <12 words.

2. Outcome-led headlines

Write 15 outcome-led headlines for my product {name}. Each names the specific outcome ({metric, timeframe, after-state}) without using "best" or "ultimate." Vary structure: numbered, "From X to Y", "How to", "Without Y."

3. Lede that earns the scroll

My headline is "{headline}". Write 3 lede paragraphs (75 words each) that hook by: (a) named pain, (b) contrarian truth, (c) personal story start. End each with a question pulling reader downward.

4. Bullet points that convert

Write 8 sales-page bullet points for {product}. Format: "(emotion or outcome) — (one specific feature) so you can (one concrete capability)." No "industry-leading" or "innovative."

5. Objection-handling section

My product’s biggest objections are: 1) {O1}, 2) {O2}, 3) {O3}. Write an "Honest answers to common questions" section. For each, acknowledge briefly, then answer with one specific reason.

6. Social proof framing

I have these 3 customer quotes (below). Frame each with a one-line subhead naming the specific outcome the quote demonstrates. Strip generic "great product" quotes.

{paste quotes}

7. CTA variations

My CTA goal: get visitor to {action}. Write 10 CTA button variants. Vary: imperative ("Start now"), benefit ("Get my plan"), low-commitment ("See a sample"), reverse psychology ("Not for everyone — see if it’s for you").

8. Guarantee that disarms

Write 5 versions of a money-back guarantee section for {product}. Voice: confident, specific, no legalese. Include what we will literally do if the customer is unhappy.

9. Urgency without sleaze

Write a 100-word urgency section for {product} based on {legit reason — e.g., cohort closes Friday, price increases, capacity limit}. Voice: honest, not "BUY NOW OR DIE."

10. P.S. line that recaptures

My sales email ends with a P.S. Write 5 P.S. lines that recapture a reader who skimmed to the bottom. Each names one specific benefit they missed and points back to the CTA.

11. Before / after / bridge block

For {product}, write a Before / After / Bridge block. BEFORE = the reader's current state with specific pains. AFTER = the realistic state in {timeframe} with specific outcomes. BRIDGE = the one-line summary of how the product gets them there. No vague "level up your life".

12. Pricing copy that justifies, not apologizes

My pricing tiers: {tiers + prices + features}. Write the copy block above each tier in 50 words: who it's for in one sentence, the single most valuable thing they get, the trade-off vs the next tier up. Don't apologize for the price — anchor on the outcome.

Common mistakes

  • Adjective stack (“revolutionary, transformative, industry-leading, world-class”) — every adjective dilutes
  • Headlines that name the product before the pain — readers skip what doesn’t speak to them first
  • CTAs without a specific next action — “Learn more” wastes the click
  • Social proof with no outcome attached — “great product” testimonials prove nothing
  • Urgency invented out of thin air — “ONLY 3 LEFT” when it isn’t, reader trust resets to zero
  • Pricing copy that apologizes (“we know it’s not cheap, but…”) — anchor on outcome instead

Tags: #Prompt #Writing #Sales copy #Copywriting

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