Sales reps lose around a fifth of their day to writing emails. AI was supposed to fix that, but most of the time saved gets burned hunting for the right prompt and fixing generic output. This is the library that ends both problems: copy-paste prompts for every sales email you send, plus the simple recipe that makes any of them produce something a human would answer.
A good sales-email prompt gives the AI five things: context (where you are in the deal), one clear goal, tight constraints, your voice, and a rule never to invent facts. Get those right and ChatGPT writes follow-ups, recaps, objection replies, and proposals that sound like you. Below are ready-to-use prompts for each, organised by stage, with the recipe to write your own.
11 min read
Most reps type "write a sales email," get bland filler, and conclude AI can't sell. The output is only ever as good as the instruction. Every prompt in this library follows the same five-part recipe. Learn it once and you can write your own for any situation.
Write a follow-up email to a prospect who hasn't replied.
Generic, says "just following up," could be sent to anyone. Deleted.
Here's my last email and their context [paste]. Write an 80-word follow-up that opens with one new useful idea, never says "just following up," and ends asking if it's worth a short chat. My voice.
Specific, fresh, easy to answer. This one gets a reply.
Every prompt below works better when ChatGPT already knows your business and voice. Set up a context base first, the full method is in our guide to AI cold email templates. Then run these prompts inside that same Custom GPT or Project.
Follow-up after no reply, without "just following up"
I emailed [name] [X days] ago about [topic] and haven't heard back. Here's my original email: [paste]. Write a short follow-up that does NOT say "just following up" or "bumping this." Open with one new, useful thing: a relevant idea, a result, or a question about their world. Under 80 words. One ask: is this worth a short conversation, or should I close the loop? Keep my voice.
Post-discovery-call recap and next steps
I just had a discovery call with [name] at [company]. My notes: [paste notes]. Write a recap email that thanks them briefly, confirms the two or three problems they told me they want to solve (in their words), states the agreed next step and date, and asks them to confirm or correct anything. Under 130 words. Warm, clear, no fluff. Use only what's in my notes; do not invent details.
Post-demo recap with a mutual action plan
I just demoed [product] to [name] and their team. My notes and what landed: [paste]. Write a follow-up that recaps the specific value they reacted to, lays out a short mutual action plan (who does what, by when) in three or four lines, and proposes the next meeting. Under 140 words. Confident and organised, easy to forward to their boss. Use only my notes.
Reply fast to an inbound lead
An inbound lead just came in. Details: [name, company, what they asked or filled in]. About us: [one line]. Write a fast, human reply that acknowledges exactly what they asked, answers the obvious first question, and proposes a specific next step with two time options. Under 90 words. Sound like a person who's glad they reached out, not an autoresponder.
"Just send me more info" — without dumping a brochure
[name] replied asking me to "just send more information" about [product]. What I know about them: [paste]. Write a reply that sends ONE genuinely useful thing (a short, specific summary or a relevant result), then earns a conversation by asking one question only they can answer about their situation. Don't dump a brochure. Under 100 words. Keep my voice.
Win back a gone-cold lead
[name] at [company] went quiet about [X weeks] ago after we discussed [topic]. Last context: [paste]. Write a re-engagement email that doesn't guilt-trip or say "checking in." Give them a real reason to reply now: a new development, a relevant idea, or a result since we last spoke. Make it easy to restart, or to say it's not the right time. Under 90 words.
The graceful break-up email
[name] hasn't replied to [number] emails. The thread: [paste]. Write a short, graceful break-up email. Acknowledge the silence without sarcasm, restate the one thing we could help with in a single sentence, and make it genuinely easy to say "not now" or "wrong time." Leave the door open. Under 70 words. No pressure, no passive aggression.
"It's too expensive" / budget is tight
[name] replied that our pricing is too high or the budget is tight. Context and what we offer: [paste]. Write a reply that doesn't discount or get defensive. Acknowledge the concern, reframe around the specific value or the cost of doing nothing for THEM, give one proof point, and propose a low-pressure next step. Under 110 words. Respectful, confident, never pushy. Use only real facts I've given you.
"We already use [competitor]"
[name] said they already use [competitor]. What we do differently, facts only: [paste]. Write a reply that respects their current choice, never trashes the competitor, and surfaces one specific gap or angle worth a conversation. End with a question that makes them curious, not defensive. Under 100 words. Keep my voice.
"Not now, maybe next quarter"
[name] said it's not the right time, maybe next quarter. Context: [paste]. Write a reply that takes the "no for now" gracefully, agrees a concrete moment to reconnect, and leaves one small piece of value so I stay useful in the meantime. Don't pester. Under 80 words.
Nudge a stalled deal, without fake urgency
This deal with [name] at [company] has gone quiet at [stage]. History and what we agreed: [paste]. Write an email that restarts momentum without fake urgency. Reference the last agreed step, name the real cost of waiting for THEM, and offer one easy way forward. Under 110 words. Direct but warm. No "just circling back," and no manufactured deadlines unless they're genuinely real.
The email that sends a proposal
I'm sending [name] our proposal for [scope]. Key points: [paste price, scope, outcome]. Write the email that accompanies it. Lead with the outcome they care about, summarise what's included in three lines, make the next step obvious, and invite questions. Under 120 words. Easy to forward to a decision-maker. Confident, no hype.
Ask for a referral or introduction
[name] is a happy customer. The result they got: [paste]. Write a short, low-pressure email asking if they'd introduce me to one or two people who might have the same problem we solved for them. Make it easy to say yes or no, and easy to forward. Under 80 words. Warm and specific, never entitled.
Renewal or upsell nudge
[name] is up for renewal, or a fit for [upsell], in [timeframe]. Their usage and results: [paste]. Write an email that leads with the value they've already gotten (specific numbers if I gave them), then introduces the renewal or next step as a natural continuation, not a hard sell. Under 110 words. Make the next action clear.
Want these prompts tuned to your business and voice? We help teams build a prompt library and a context base that fit how you actually sell. Talk to the NLP Team.
Chat with NLP TeamThese three work on top of every prompt above. Use them to make the output unmistakably yours before it ever leaves your outbox.
Match my voice
Here are three emails I've written that sound like me: [paste]. Now rewrite the draft below in that exact voice: my sentence length, my openings, my level of formality, without changing the facts or the ask. Draft: [paste].
Shorter, warmer, or more direct (three versions)
Take the email below and give me three versions:
1. Shorter: the same point in 30% fewer words.
2. Warmer: the same content, more human and personal.
3. More direct: straight to the point, for a busy executive.
Strip any AI clichés ("I hope this finds you well," "leverage," "circle back"). Email: [paste].
Eight subject lines for any email
Write 8 subject lines for the email below. Under 7 words each, sentence case, no clickbait, no fake "re:" tricks. Mix curiosity, benefit, and a question. At least three should reference something specific. Email: [paste].
One rule across all of them: never let AI invent a fact, a number, or a commitment. Paste your real notes and thread, and the writing craft (sounding human, the right structure) is covered in how to use ChatGPT for sales.
a day the average rep spends writing emails, about a fifth of the working day.
TextExpandersaved per week with structured AI workflows, with productivity lifts up to 40%.
Prospeoof B2B buyers now start vendor research inside AI chatbots, so generic outreach gets ignored.
ProspeoEvery email here lives in the Nurture stage of the AI-ENABLE framework: the steady, human work of moving a relationship from first contact to closed deal. Prompts make that work faster, but the judgement stays yours. Get the timing right with good lead generation, ground every email in real context, keep your voice on top, and AI handles the drudgery while you do the selling.
Rajiv Sharma and the NLP Limited team help sales teams across the UAE, India, and Africa turn AI into faster, sharper, more human outreach at every stage of the deal. Start with a strategy conversation.
Rajiv Sharma is a sales coach, business strategist, and NLP Master Trainer with more than 35 years of experience training teams across India, the Middle East, and Africa. He created the AI-ENABLE Sales Framework and wrote AI-Powered Sales Success: Outsmart the Competition (NLP Limited). More at RajivSharma.me.
There's no single best prompt; the best one matches the situation. A great prompt always gives ChatGPT five things: context (the thread or your notes), one clear goal, tight constraints like length and tone, your voice, and a rule never to invent facts. The prompts in this library are built on that recipe for each stage of the deal.
Give it your voice and ground it in real detail. Paste two or three of your own emails so it mirrors your style, paste the actual context instead of describing it, and run a final "match my voice" or "make it more direct" pass. Ban the giveaway phrases like "I hope this finds you well" and "circle back" in the prompt itself.
Yes, and these are where it saves the most time. For follow-ups, paste the original email and ask for one new useful angle instead of "just following up." For objections, paste the exact pushback and ask for a reply that acknowledges the concern, gives one proof point, and proposes a low-pressure next step. Both prompts are in the library above.
It can, if you let it. That's why every prompt should include grounding: "use only what I've given you, do not invent facts, numbers, or commitments." Always paste the real thread or notes rather than a vague description, and read the draft before sending. A made-up figure or promise can cost you trust and the deal.
The model matters far less than the prompt. ChatGPT and Claude both write strong sales emails when given a well-constructed instruction, and a general assistant at around 20 dollars a month is among the best-value tools in sales. Spend your effort on the prompt and your context base, not on chasing the newest model.
Written by Rajiv Sharma, NLP Limited. Part of the AI-ENABLE Sales Framework series. Statistics reflect public reporting current at the time of writing and change frequently; verify current figures before relying on them. Sources include TextExpander, Prospeo, HubSpot, and published sales-prompt research.
