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Prompt Library

Sales Outreach Prompts That Get Replies

Prompts for prospect research, cold emails, LinkedIn messages, follow-up sequences, and discovery call prep — with realistic example outputs.

These prompts help sales teams produce personalized outreach at scale. Each prompt takes specific prospect context as input and produces copy-paste-ready output — not generic templates.

Prospect Research

Prompts for researching prospects before writing outreach.

Company research

Research Acme Corp (B2B SaaS, 50 employees, Series A). Find: recent news, product updates, hiring signals, and likely challenges they face right now.

Acme Corp research: - Raised $12M Series A 4 months ago (TechCrunch) - Hiring: 5 sales roles, 3 engineers. Signal: scaling sales post-raise. - Product update: Launched AI features last month (blog post) - G2 reviews: 4.2/5, common complaint about "limited integrations" - Likely challenges: Scaling revenue to justify valuation, building sales team from scratch, integrating AI into existing product.

Pain point identification

Based on this prospect's role (VP Sales at a 50-person SaaS that just raised Series A), what are their top 3 likely pain points right now? Be specific to their situation.

1. Hiring SDRs fast enough: Post-raise, board expects 3x revenue growth. They need to scale outbound but hiring good SDRs takes 3-6 months. 2. Pipeline predictability: New sales team = unpredictable pipeline. They need reliable lead flow while ramping reps. 3. Outbound personalization at scale: Small team can't manually research every prospect. Quality drops as volume increases.

Decision maker mapping

For a 50-person SaaS company evaluating customer support tools, who are the likely decision makers, influencers, and blockers? What does each care about?

Decision makers: - CEO/Founder: Cares about cost, brand impact, customer satisfaction metrics - VP Customer Success: Cares about resolution rates, team efficiency, reporting Influencers: - Support team leads: Cares about ease of use, workflow impact - Engineering: Cares about integration complexity, API quality Blockers: - Finance: Will push back on cost if ROI isn't clear - Security/IT: Will ask about data handling, compliance Approach: Sell to VP CS on efficiency, get CEO buy-in on cost savings, preempt security concerns.

Trigger event identification

What recent events at Acme Corp could be good triggers for outreach? Check their blog, social media, job postings, and news.

Outreach triggers: 1. Just hired a Head of Support (LinkedIn, 2 weeks ago) — New leader wants to make an impact quickly. Perfect timing. 2. Blog post about "scaling to 1000 customers" — Growth milestone + support scaling challenge. 3. 3 new G2 reviews mentioning slow response times — They have a known support problem. Best trigger: The new Head of Support hire. They're actively evaluating tools and have fresh budget authority.

Cold Emails

Prompts for writing personalized cold emails that get replies.

First-touch email

Write a cold email to the VP Sales at Acme Corp (just raised Series A, hiring 5 sales reps). Our product helps scale outbound with AI personalization. Keep it under 100 words. Reference something specific about them.

Subject: Scaling outbound post-Series A (without 5x the SDR team) Hi [Name], Congrats on the raise — saw you're hiring 5 new sales reps. While you ramp them, there's a gap: your outbound volume drops exactly when you need it most. We help post-Series A teams maintain personalized outbound at 5x volume with AI — so pipeline doesn't stall during the hiring ramp. Worth 10 minutes to see if it fits your growth plan? [Name]

Trigger-based email

Write a cold email triggered by the prospect hiring a new Head of Support. Our product is an AI customer support agent. Reference the hire without being creepy.

Subject: Quick thought on the support team expansion Hi [Name], Noticed you recently brought on a Head of Support — great move as you scale past 1,000 customers. The first 90 days in that role are usually about finding quick wins while building the long-term strategy. One quick win we've seen work: deploying an AI agent that handles the tier-1 tickets (billing, how-to, status checks) instantly. Frees up the new hire to focus on team building and processes instead of firefighting. Happy to share how it works — 10 minutes? [Name]

Value-first email

Write a cold email that leads with a useful insight (not a pitch). The prospect runs a Shopify app with 2,000+ users. Give them something valuable, then offer more.

Subject: Noticed something in your Shopify app reviews Hi [Name], I was researching Shopify app support patterns and noticed your app has 47 reviews asking about the same 3 setup questions. That's actually a great sign — it means people want to use your product but hit friction early. The fastest fix I've seen for this: a 2-minute AI agent that answers those 3 questions instantly in-app. One Shopify app I know dropped their "setup help" tickets by 70% overnight. Want me to send over the exact setup they used? No strings attached. [Name]

Breakup email

Write a final follow-up email for a prospect who hasn't replied to 3 previous emails. Be gracious, offer one last value add, and make it easy to say no.

Subject: Closing the loop Hi [Name], I've reached out a few times and I know you're busy — so this is my last email. Before I go, I published a guide on "Scaling Support Without Scaling Headcount" that covers the exact playbook several companies in your space use. It's yours regardless: [link] If AI support ever moves up your priority list, I'm easy to find. Wishing you and the team all the best. [Name]

Follow-Up Sequences

Prompts for creating multi-touch follow-up sequences.

3-email sequence

Create a 3-email follow-up sequence for a prospect who opened the first email but didn't reply. Each email should add new value, not just "checking in."

Email 2 (Day 4) — Case study angle: Subject: Re: [original subject] "Quick update — I put together a 1-page case study from a company similar to yours that cut support costs 60%. Attached if useful." Email 3 (Day 8) — Relevant insight: Subject: Re: [original subject] "Saw this interesting data: the average SMB SaaS spends 23% of revenue on support. For companies that deploy AI agents, it drops to 9%. Thought of you." Email 4 (Day 14) — Soft close: Subject: One last thought "If support automation isn't a priority right now, totally understand. But if it ever is — here's a 2-minute demo link. No call needed: [link]"

Multi-channel sequence

Design a 5-touch outreach sequence across email and LinkedIn. Space them out naturally and vary the approach.

Day 1: LinkedIn connection request (no pitch, just connect) Day 3: Email #1 (personalized first-touch, reference their company) Day 5: LinkedIn comment on their recent post (genuine engagement) Day 8: Email #2 (share relevant case study or insight) Day 14: LinkedIn DM (short, reference the emails, offer demo link) Key: The LinkedIn touches build familiarity. By the time they see Email #2, they recognize your name.

Re-engagement email

A prospect replied "not right now" 3 months ago. Write a re-engagement email that's relevant without being annoying.

Subject: 3 months later (quick update) Hi [Name], You mentioned support automation wasn't a priority back in December. Totally respected that. Since then, we've shipped a few things that might change the equation: - Setup is now under 90 seconds (down from 5 minutes) - WhatsApp integration went live - We published ROI benchmarks from 50 similar companies If any of that moves the needle, I'd love to reconnect for 10 minutes. If not, no hard feelings — I'll check back in another quarter. Best, [Name]

Discovery Call Prep

Prompts for preparing for sales calls and demos.

Pre-call research brief

I have a discovery call with the Head of Operations at a 30-person e-commerce company. Prepare a research brief: their likely priorities, questions to ask, and potential objections.

Pre-call brief: **Likely priorities:** 1. Reducing operational overhead (lean team) 2. Improving customer response times 3. Managing holiday season surge capacity **Questions to ask:** - "What does your support volume look like today vs. 6 months ago?" - "How do you handle after-hours support currently?" - "What's your biggest ops bottleneck this quarter?" **Potential objections:** - "We tried chatbots before and they were terrible" → Differentiate AI agents from rule-based bots - "Our support is too nuanced for AI" → Offer to handle only tier-1, keep humans for complex - "What about data privacy?" → We don't store customer data, SOC 2 pending

Objection handling prep

Prepare responses for the top 5 objections we'll face selling AI support agents to SMBs. Be honest and specific, not salesy.

1. "We already use Zendesk/Intercom" Response: "Great — you've already invested in support infrastructure. We slot in alongside it. The AI handles the repetitive tickets that slow your team down, and complex issues still go to your existing tools." 2. "AI will give wrong answers" Response: "Valid concern. The agent only answers from your knowledge base — it never makes things up. And anything it's not confident about gets escalated to your team with full context." 3. "It's not in our budget" Response: "At $28/mo, it's less than one hour of support agent time. If it handles even 10 tickets/month, it pays for itself."

Demo script

Write a 5-minute demo script for showing ClawDeploy to a small e-commerce company. Focus on the setup speed and messaging channel deployment.

Demo script (5 minutes): [0:00-0:30] "Let me show you how fast this works. I'll set up an AI agent for your store right now." [0:30-1:30] Live setup: Pick model, connect WhatsApp, upload their FAQ doc. "That's it. Under 90 seconds. Your agent is now live on WhatsApp." [1:30-3:00] Live test: Send a real question to the agent via WhatsApp. "Watch — I just asked about your return policy. There's the answer, in 3 seconds, accurate, on-brand." [3:00-4:00] Show escalation: Ask a complex question the agent can't answer. "See how it escalates to your team with a summary? Your staff gets context, the customer doesn't wait." [4:00-5:00] Close: "That's it. Live in 90 seconds, handles the repetitive stuff, escalates the rest. Questions?"

Frequently Asked Questions

Will these prompts make my outreach sound like AI wrote it?

No — the prompts are designed to produce human-sounding, personalized output. The key is feeding in real prospect context. Generic input = generic output. Specific input = personalized output.

Can I deploy an agent to run outreach research automatically?

Yes. Deploy a ClawDeploy agent that runs prospect research prompts on demand. Feed it a company name and get a research brief delivered to your messaging channel.

How do I handle compliance (GDPR, CAN-SPAM)?

These prompts generate message drafts — they don't send anything. You're responsible for compliance when sending. Always include opt-out options and follow your region's regulations.

What response rates should I expect?

Personalized cold emails using these prompts typically see 5-15% reply rates vs. 1-3% for generic templates. Results depend on your value proposition and list quality.

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