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 12 prompts force the four things that actually move a sale: a specific audience, a named pain, a quantified outcome, and a CTA that points at one concrete next action. Pair them with landing page copy prompts for the full-page structure.
TL;DR
- Each prompt below pins the model to one audience, one pain, one outcome, and one next step — the four levers generic AI copy skips.
- Paste them into Claude or ChatGPT, then edit. As of June 2026, Claude Sonnet 4.6 tends to need the least cleanup on long-form sales prose; GPT-5.5 throws more concept variety per run for ideation.
- Replace every
[bracketed placeholder]with your real product, metric, and quote before you run the prompt. The specifics are what kill the “beige sentence.” - Keep one CTA per page: single-CTA landing pages convert at about 13.5% vs roughly 10.5% for pages with five or more CTAs (Unbounce data).
Which model to use (June 2026)
You can run any prompt here on either major model; the difference is in the cleanup.
| Job | Pick | Why |
|---|---|---|
| Long-form sales page, voice match | Claude Sonnet 4.6 | Most human-sounding prose, holds tone over a full page, least editing |
| Idea volume (10+ angles fast) | GPT-5.5 | Generates more distinct concept variants per run |
| Hardest persuasion / nuance | Claude Opus 4.7 | Top reasoning when the offer is complex or high-ticket |
| Same model, workflow UI | Jasper / Copy.ai | These resell GPT-5.5 or Claude via API; the model does the writing |
Claude Sonnet 4.6 carries a 1M-token context as standard, so you can paste an entire existing page, your customer-research notes, and three testimonials and still have room on Claude Pro. GPT-5.5 also has a large context window, but in ChatGPT Plus the in-app window is smaller (the full 1M is reserved for the $200 Pro tier), so very long pastes go further on Claude. Claude Pro is $20/mo and ChatGPT Plus is $20/mo as of June 2026; both free tiers handle short jobs but throttle long sessions.
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. Keep each under 9 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 the 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
Below are 3 customer quotes. Frame each with a one-line subhead naming the specific outcome the quote demonstrates. Strip any generic "great product" quotes.
[paste quotes]7. CTA variations
My CTA goal: get the 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.How to get usable copy on the first pass
The prompts do the structure; you supply the specifics. Two moves separate copy you can ship from copy you delete:
- Feed the model real voice-of-customer language. Paste 5–10 raw lines from reviews, support tickets, or sales calls before prompt 1. Rewriting a page in customer language is one of the highest-leverage edits in CRO, with reported lifts of 2–5x; the model can only mirror language it has seen.
- Force one outcome per asset. Every prompt above asks for a single concrete result. When the model hedges with two or three benefits in one headline, pick the one your best customers actually quote back to you and re-run.
Common mistakes
- Adjective stack (“revolutionary, transformative, industry-leading, world-class”) — every adjective dilutes the next.
- Headlines that name the product before the pain — readers skip what doesn’t speak to them first. Keep headlines short; 6–9 words tends to test best.
- CTAs without a specific next action — “Learn more” wastes the click. Improving CTA copy alone can lift conversions by up to ~30%.
- Social proof with no outcome attached — “great product” testimonials prove nothing. Placing proof right below the CTA can lift conversion by around 68% (HubSpot).
- Urgency invented out of thin air — “ONLY 3 LEFT” when it isn’t resets reader trust to zero.
- Pricing copy that apologizes (“we know it’s not cheap, but…”) — anchor on outcome instead.
FAQ
Which AI writes the best sales copy in June 2026? For ship-ready long-form prose, Claude Sonnet 4.6 is the common pick — it sounds the most human and needs the least cleanup. For generating a wide spread of angles quickly, GPT-5.5 produces more distinct concept variants per run. Many teams ideate with GPT-5.5 and finalize voice with Claude.
Why use brackets like [audience] instead of real text in the prompt?
The brackets are placeholders to swap out before you run the prompt. The whole point is specificity: replace [audience], [pain], and [metric] with your actual words. Leaving placeholders in is the single most common reason AI copy comes back generic.
How many CTAs should a sales page have? One primary action, repeated. Single-CTA landing pages convert at roughly 13.5% vs about 10.5% for pages with five or more competing CTAs (Unbounce). Use prompt 7 to generate variants of the same action, not different actions.
Do I need a paid plan to use these prompts? No. The free tiers of ChatGPT and Claude can run any single prompt here. Paid plans ($20/mo for Claude Pro or ChatGPT Plus as of June 2026) matter when you paste a full page plus research notes into one long session and don’t want to hit limits.
Can I trust AI to write the whole page? Treat the output as a strong first draft, never the final. The model can mirror your voice and structure, but it can invent claims, guarantees, and stats. Verify every number, every promise, and every “money-back” detail before you publish.
Related
- Landing page copy prompts
- Newsletter prompts
- About Page Copy Prompts: 12 Templates for Honest, Human Pages
- Copy Editing & Tone Polishing Prompts: 12 Templates for the Final Pass
- AI Course Sales Page: A Page That Converts Cold Traffic, Not Just Warm Fans
- How to Use AI to Write a Digital Product Sales Page: Course, Template, Ebook
- External: Unbounce Conversion Benchmark Report · HubSpot CTA statistics