40 AI Prompts for Sales: Outreach, Proposals, and Closing Deals (2026)

You are an experienced B2B sales development representative.

Write a cold outreach email to [PROSPECT NAME], [TITLE] at [COMPANY].

Research context:
- Company: [WHAT THEY DO, recent news, or notable achievement]
- Prospect's likely pain point: [PAIN POINT based on their role/industry]
- Our solution: [ONE-SENTENCE VALUE PROP]

Requirements:
- Subject line under 40 characters (no clickbait)
- Email body under 125 words
- Personalized opening that references something specific about them or their company
- One clear value statement (not feature dumps)
- Single low-friction CTA (15-minute call, not a demo)
- No "I hope this email finds you well" or "I wanted to reach out"

Write 3 variations with different angles: pain-focused, opportunity-focused, and social-proof-focused.

Write a LinkedIn connection request message (under 300 characters) to [PROSPECT NAME], [TITLE] at [COMPANY].

Context: [HOW YOU FOUND THEM — e.g., they spoke at a conference, posted about a topic, mutual connection]
Goal: Start a conversation, not pitch

Write 3 variations:
1. Insight-led (reference something they shared or published)
2. Mutual interest (shared challenge in the industry)
3. Value-first (offer something useful before asking for anything)

Rules: No "I'd love to pick your brain." No "I see we're both in [industry]." No sales pitch. Just be a human being worth connecting with.

Design a 5-touch outreach sequence over 14 days for [PERSONA — e.g., VP of Engineering at Series B SaaS companies].

Product: [YOUR PRODUCT/SERVICE]
Key value prop: [ONE SENTENCE]

For each touch:
- Channel (email, LinkedIn, phone)
- Timing (days since first touch)
- Message content (full draft)
- Goal of this specific touch

Sequence rules:
- Each touch adds new value or angle — never just "following up"
- Total word count across all emails: under 500
- Include one piece of relevant content or insight in touch 3
- Final touch should be a polite breakup email
- Vary length: short, medium, short, medium, short

Write an email asking [MUTUAL CONNECTION NAME] for an introduction to [PROSPECT NAME] at [COMPANY].

Context:
- How you know the mutual connection: [RELATIONSHIP]
- Why you want to meet the prospect: [BUSINESS REASON]
- What's in it for the prospect: [VALUE]

Include:
- A forwardable blurb (2-3 sentences the connector can copy-paste to the prospect)
- Clear ask (specific, not vague)
- An easy out ("If now isn't the right time, no worries")

Keep the main email under 100 words. Make it as easy as possible for the connector.

Write a follow-up email to [PROSPECT NAME] whom I met at [EVENT NAME] on [DATE].

What we discussed: [BRIEF SUMMARY]
Next step I want: [SPECIFIC ACTION — e.g., 20-minute call next week]

Requirements:
- Reference something specific from our conversation (not generic "great meeting you")
- Deliver on any promise made (if I said I'd send an article, include it)
- One clear CTA with a specific proposed time
- Under 100 words
- Professional but warm — we already have rapport

Create a discovery call question framework for [PRODUCT/SERVICE] targeting [BUYER PERSONA].

Sales methodology: [MEDDPICC/BANT/SPIN/CHALLENGER/other]

Organize questions by:
1. Situation/Context (understand their current state)
2. Pain/Problem (uncover challenges)
3. Impact (quantify the cost of the problem)
4. Decision process (who, how, when)
5. Competition (what else they're evaluating)

For each question:
- The question itself
- Why you're asking it (what intelligence it gathers)
- Good follow-up questions based on common answers
- Red flag answers that indicate bad fit

Include transition phrases between sections so the conversation flows naturally.

I need to prepare for a sales call with [PROSPECT NAME], [TITLE] at [COMPANY NAME].

Research and provide:
- Company overview (what they do, size, funding stage, recent news)
- Industry trends and challenges relevant to them
- Prospect's professional background and likely priorities
- Potential pain points our [PRODUCT/SERVICE] solves
- 3 personalized talking points
- Potential objections and how to address them
- Competitive solutions they may already use
- Recommended conversation approach

Present as a one-page prep sheet I can review 5 minutes before the call.

Write a sales proposal for [COMPANY NAME] based on our discovery call findings.

Prospect: [COMPANY], [SIZE], [INDUSTRY]
Decision maker: [NAME, TITLE]
Key pain points identified:
1. [PAIN POINT 1]
2. [PAIN POINT 2]
3. [PAIN POINT 3]

Our solution: [PRODUCT/SERVICE]
Proposed package: [TIER/CONFIGURATION]
Pricing: [AMOUNT AND TERMS]

Proposal structure:
1. Executive summary (their problem, not our product)
2. Current state and challenges (mirror their words from discovery)
3. Proposed solution (mapped to their specific pain points)
4. Expected outcomes with metrics/ROI
5. Implementation timeline
6. Investment summary
7. Case study reference (similar company/industry)
8. Next steps and decision timeline

Tone: Consultative, not salesy. This should feel like a strategic recommendation, not a product pitch.

Build an ROI analysis for [PROSPECT COMPANY] considering [OUR PRODUCT] at [PRICE].

Current state:
- [METRIC 1]: [CURRENT VALUE] (e.g., sales reps spend 10 hrs/week on manual data entry)
- [METRIC 2]: [CURRENT VALUE]
- [METRIC 3]: [CURRENT VALUE]

Expected improvement with our solution:
- [METRIC 1]: [PROJECTED IMPROVEMENT]
- [METRIC 2]: [PROJECTED IMPROVEMENT]

Calculate:
- Monthly and annual cost savings
- Revenue impact (if applicable)
- Payback period
- 3-year total value
- ROI percentage

Present as a clear narrative with a summary table. Include conservative, moderate, and optimistic scenarios.

Create response frameworks for these common sales objections for [PRODUCT/SERVICE]:

1. "Your price is too high"
2. "We're already using [COMPETITOR]"
3. "We need to think about it"
4. "We don't have budget right now"
5. "I need to talk to my [boss/team/partner]"
6. "We're going to build it in-house"
7. "We're not ready to make a change"
8. "Can you just send me some information?"

For each objection provide:
- What the prospect actually means (the real concern behind the words)
- Acknowledge response (validate their concern)
- Reframe or question (shift the conversation)
- Proof point (evidence that addresses the concern)
- Transition to next step

Keep each response conversational — not scripted. These should feel natural in a live call.

Write a follow-up email after a [MEETING TYPE — e.g., discovery call] with [PROSPECT NAME] at [COMPANY].

Key topics discussed:
- [TOPIC 1]
- [TOPIC 2]
- [TOPIC 3]

Agreed next steps:
- [NEXT STEP 1]
- [NEXT STEP 2]

Include:
- Brief recap (their words, not ours — show we listened)
- Confirmed action items with owners and dates
- Any resources promised during the call
- Clear next meeting time/date or proposed options
- One additional insight or resource they didn't ask for but would find valuable

Under 200 words. Make it easy to reply with a simple "confirmed" or "looks good."

Write a re-engagement email for a deal that has gone silent for [NUMBER] weeks.

Last interaction: [WHAT HAPPENED]
Deal stage: [STAGE]
Prospect's stated timeline: [ORIGINAL TIMELINE]
Potential reason for stall: [YOUR THEORY]

Write 3 approaches:
1. Value-add (share a relevant insight, case study, or industry report)
2. Direct (acknowledge the silence, ask for honest status)
3. Trigger event (reference a new development relevant to their situation)

Rules:
- No guilt trips ("Just checking in," "Haven't heard from you")
- No desperation
- Each email under 75 words
- Each has a clear but low-pressure CTA