Prompt Library
Sales Prompts: AI Prompts for Outreach, Pitches & Follow-Ups
Sales is one of the highest-leverage applications for AI prompting — not because AI closes deals, but because it compresses the time spent on the research, writing, and sequencing that surrounds sales conversations. These prompts cover the key points in a sales workflow where AI consistently saves hours.
Who should use these prompts
Sales development reps, account executives, founders doing their own sales, business development managers, and anyone who manages a pipeline and writes sales communication regularly.
Best use cases
- Cold outreach: personalized introduction emails and LinkedIn messages
- Follow-up sequences: multi-touch follow-up after initial contact
- Objection handling: drafting responses to common sales objections
- Proposals: structuring and writing business proposals
- Discovery prep: researching prospects and building discovery question sets
Prompt examples
Cold outreach email
Act as a senior sales development rep. Write a cold email to [target role] at [company type]. Goal: book a 15–20 minute discovery call. Our offering: [describe in one sentence]. The specific reason this prospect is a strong fit: [personalization hook — specific to their company or role]. Under 110 words. No 'I hope this finds you well.' End with a specific, low-friction ask.
LinkedIn connection + message
Act as a B2B sales professional. Write a LinkedIn connection request message to [target role] I want to start a sales conversation with. Under 300 characters (LinkedIn limit). Reference something specific about their work, company, or content — not 'I would love to connect and grow my network.' No immediate sales pitch. Just a genuine reason to connect.
Follow-up sequence
Act as a sales email specialist. Write a 3-email follow-up sequence for a prospect who did not reply to my initial outreach about [product/service]. Email 1 (3 days after initial): short, direct reference to my previous email plus one new value point. Email 2 (8 days after): different angle — ask a question relevant to their business. Email 3 (14 days after): close the loop, leave the door open. Each under 90 words.
Objection handler
Act as a sales coach. Here is an objection I frequently get in sales: '[paste objection — e.g. We are happy with our current solution / This is not a priority right now / Your price is too high].' Write a response that: acknowledges the objection without agreeing with it, reframes it from a new angle, and redirects toward a specific next step. Under 100 words, conversational tone.
Discovery call prep
Act as a sales strategist. I have a discovery call with [company name or type] for [product/service]. Based on what I know about them: [describe what you know — industry, size, recent news, assumed pain points]. Help me prepare: 5 discovery questions that go beyond surface needs to reveal business impact and urgency, 3 things I should confirm or validate on the call, and one potential landmine to watch for.
Proposal structure
Act as a business development specialist. Write a proposal structure for [product/service] for [client type or name]. The proposal should cover: executive summary (their challenge and our recommended solution), proposed scope and approach, timeline with milestones, investment (price or price range), why us (brief differentiation), and next steps. Do not write filler — each section should directly address what this client cares about.
Re-engagement email (cold lead)
Act as a sales strategist. Write a re-engagement email to a prospect who went cold after [stage — initial interest / a demo / a proposal]. Time since last contact: [timeframe]. The reason they did not move forward (if known): [reason, or 'unknown']. The email should reference our previous conversation briefly, acknowledge the time gap naturally, add something new (insight / product update / relevant case study), and propose a specific next step. Under 150 words.
Deal champion enablement email
Act as a sales account executive. Write an email to my internal champion at [prospect company] to help them sell our solution internally to [decision maker or buying committee]. Include: 3 key business case points they can use in their internal pitch, one-sentence answers to the most likely objections from their leadership, and suggested next steps for the internal conversation. Keep it practical and easy for them to forward.
Common mistakes to avoid
- Pitching too early: AI cold outreach prompts often default to pitching the product in the first email. The goal of cold outreach is to earn a conversation, not to close a deal. Ask AI explicitly for a 'no pitch' opening email.
- Generic personalization: Saying 'I saw you work at [Company]' is not personalization. Give AI a specific observation about the prospect's company, role, or recent activity before asking for personalization.
- Too long: AI defaults to thorough emails. Sales emails should be short. Specify under 100 words for any outreach or follow-up prompt.
- Sending AI proposals without scoping review: AI proposal structures can include commitments you have not agreed to internally. Always review proposed scope and deliverables before sending any AI-assisted proposal.
How to customize these prompts
Sales prompts produce the best results when you provide prospect-specific context: their company type, known pain points, recent news, and the specific reason they are a good fit for your offering. Generic inputs produce generic sales copy.
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