50 ChatGPT Prompts for Sales, From Prospecting to Closing

Last updated: 22 October 2026

Sales teams use ChatGPT most for three jobs: researching accounts quickly, writing first drafts of outreach and preparing for conversations. It will not close deals for you, but it removes the blank-page problem and helps reps spend more time talking to buyers.

These 50 ChatGPT prompts for sales are grouped by stage of the sales process. They also work in Claude, Gemini and Microsoft Copilot.

How do you write a good ChatGPT prompt for sales?

A good ChatGPT sales prompt states who you are, what you sell, who the buyer is, what you want and how the answer should look. The more real context you paste in, the less generic the output.

What are the best ChatGPT prompts for prospecting and research?

The best prospecting prompts ask ChatGPT to analyze real information about a company or person and turn it into talking points. Paste the website text, news or LinkedIn profile rather than asking ChatGPT to recall facts.

1. “Here is [company]’s homepage and About page. Summarize what they sell, who they sell to, and three likely problems our [product] could solve for them.”
2. “Based on this ideal customer profile, list 15 job titles that are likely buyers or influencers, grouped by decision maker, champion and user.”
3. “Here is a news article about [company]. Explain why this event might create a need for [our solution] and suggest one opening line referencing it.”
4. “Here is a prospect’s LinkedIn About section and recent posts. Identify their priorities and suggest two relevant conversation starters that are not flattery.”
5. “Compare these three competitors’ pricing pages and list where our offer is stronger and weaker, in a table.”
6. “Create an account plan for [company]: key stakeholders to map, likely objections, success metrics they care about and a 30-day outreach plan.”
7. “Turn this job posting from [company] into three insights about their current challenges and how we could help.”
8. “Score these 10 accounts from 1 to 10 for fit against our ICP below and explain each score in one line.”

For automating research at scale, see how to use Clay and our AI lead generation workflow.

What are the best ChatGPT prompts for cold emails?

The best cold email prompts keep messages short, specific and focused on one problem, and they ask for several variations to test. Ask ChatGPT to avoid buzzwords and exaggerated claims.

9. “Write a cold email under 90 words to [role] at [company] about [problem]. Reference [specific detail], include one proof point from [case study], and end with a yes or no question.”
10. “Give me 10 subject lines under 6 words for this cold email. Avoid clickbait and spam trigger words.”
11. “Rewrite this cold email to sound like a helpful peer, not a salesperson. Remove adjectives and cut it to 70 words.”
12. “Write a 4-step email sequence for [persona]: day 1 problem, day 3 proof, day 7 resource, day 12 breakup email. Each under 80 words.”
13. “Create three versions of this email for three personas: CFO (cost), COO (efficiency) and CEO (growth).”
14. “Turn this case study into a 3-sentence story I can use in cold emails: situation, action, result.”
15. “Write a cold email for a prospect who visited our pricing page twice this week, without sounding like we are tracking them.”
16. “Review this cold email and score it out of 10 for clarity, relevance, length and call to action. Suggest specific improvements.”

More email templates are in our ChatGPT email prompts.

ChatGPT prompts for LinkedIn outreach

LinkedIn prompts should produce shorter, more conversational messages than email, because LinkedIn messages read like chat.

17. “Write a LinkedIn connection note under 200 characters for [role] at [company], referencing [shared interest or post]. No pitch.”
18. “Write a follow-up LinkedIn message after they accepted, asking one genuine question about [topic].”
19. “Turn this blog post into a LinkedIn post that would interest [persona], first person, with a question at the end.”
20. “Suggest a thoughtful comment I could leave on this prospect’s LinkedIn post that adds value without selling.”
21. “Write a LinkedIn voice note script under 30 seconds introducing myself and why I am reaching out.”
22. “Draft a message to re-engage a LinkedIn connection I have not spoken to in a year, mentioning [their recent update].”

See 40 more in ChatGPT prompts for LinkedIn.

ChatGPT prompts for discovery calls

Discovery prompts help you prepare better questions and summarize what you learned, so calls focus on the buyer.

23. “Create 12 open-ended discovery questions for [persona] about [problem area], ordered from situation to impact to decision process.”
24. “Role-play as a skeptical [role] at [type of company]. I will run a discovery call; answer realistically and push back sometimes.”
25. “Here are my call notes. Summarize pain points, current solution, budget, timeline, decision makers and next steps in a table.”
26. “Based on these notes, what important questions did I forget to ask?”
27. “Write a call agenda email for tomorrow’s discovery call with [name], under 80 words.”
28. “Turn this call transcript into a mutual action plan with dates, owners and milestones.”

Meeting assistants can capture transcripts automatically; compare them in best AI meeting assistants.

How can ChatGPT help with objection handling?

ChatGPT helps with objection handling by generating responses to common objections, role-playing tough buyers and helping you find the real concern behind an objection. Practice the answers out loud; do not read them as scripts.

29. “List the 10 most common objections a [persona] might raise about [product], and write a short, honest response to each.”
30. “The prospect says ‘it is too expensive’. Give me 3 questions to understand what they mean before responding.”
31. “Write a response to ‘we already use [competitor]’ that respects their choice and highlights one clear difference.”
32. “Role-play a procurement manager who wants a 30% discount. Push hard. I will practice negotiating.”
33. “Prospect said ‘send me some information’. Write a reply that keeps the conversation alive with a specific next step.”
34. “Write a response to ‘now is not a good time’ that asks when would be better and what would need to change.”
35. “Turn these customer reviews into proof points I can use to handle the objection ‘[objection]’.”
36. “Create an objection handling cheat sheet table: objection, underlying concern, question to ask, response, proof.”

ChatGPT prompts for proposals and follow-ups

Proposal and follow-up prompts save time on documents that follow a standard structure but need tailoring to each buyer.

37. “Using these call notes, write a one-page proposal summary: their goals, our recommended solution, timeline, investment and next steps.”
38. “Write an executive summary for this proposal aimed at a CFO, focused on ROI, under 150 words.”
39. “Calculate the ROI of our product for a customer with [inputs], show the math step by step and present it in a table.”
40. “Write a follow-up email after a demo, recapping the three features they cared about most and confirming next steps.”
41. “Write a polite follow-up for a proposal sent 10 days ago with no reply, offering a short call to answer questions.”
42. “Create a comparison table of our three plans for this prospect, highlighting the one that fits their needs.”
43. “Turn this proposal into five slides with titles and bullet points.”

ChatGPT prompts for closing and account growth

These prompts help close deals and grow existing accounts through renewals and upsells.

44. “Write a closing email that summarizes agreed terms and asks for the signature by [date], friendly and clear.”
45. “List risks that could delay this deal based on these notes, and one action to reduce each.”
46. “Draft a negotiation plan: our walk-away point, three trade-offs we can offer instead of discount, and what to ask for in return.”
47. “Write a welcome email for a new customer that sets expectations for onboarding and introduces their contact person.”
48. “Based on this customer’s usage data, suggest two upsell opportunities and write a short email for each.”
49. “Write a quarterly business review agenda for [customer] highlighting results and next-quarter goals.”
50. “Draft a renewal reminder 60 days before contract end that highlights value delivered and invites a review call.”
51. “Analyze these 20 lost deals’ notes and identify the top 3 reasons we lose, with suggestions to fix each.”

If you want these steps run by AI agents, compare the best AI SDR tools and best AI sales tools. A CRM with built-in AI keeps context in one place; see best AI CRM.

Tips to get better results from sales prompts

You get better sales output by giving ChatGPT real inputs, asking for options, iterating and checking facts. Small habits make a big difference.

• Paste, do not ask it to remember: ChatGPT may invent details about companies; give it the source text.
• Ask for 3 to 5 options and pick the best one instead of accepting the first.
• Give feedback: “too formal”, “shorter”, “less salesy”.
• Protect data: follow your company policy before pasting customer information; read AI data privacy for business and consider a business plan; see ChatGPT for business.
• Learn the method: our prompt engineering guide explains why examples and structure work.

Frequently asked questions

Next steps

Save your product and ICP in a ChatGPT project, pick five prompts from the stage where you lose the most time, and use them for a week. Keep the versions that produce the best replies and share them with your team as a prompt library. ChatGPT features and plan limits change often, so check OpenAI’s pricing page for current details.

Sources

• ChatGPT pricing, OpenAI, checked 22 October 2026
• What is ChatGPT Go, OpenAI Help Center, checked 22 October 2026
• Prompt engineering overview, Anthropic, checked 22 October 2026