AI Prospecting
Prompt Library

warningWhy You Need This

Manual prospecting takes 5–10 minutes per message. That's 2.5–5 hours for 30 prospects. AI can do the research and drafting in 5 minutes — you just polish and send.

These prompts are battle-tested against real outreach results. Each one is structured to avoid the phrases and patterns that get instant deletes, and each includes the exact instructions to produce messages that sound like they were hand-written.

lightbulbHow to Use This Library

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   Read the Workflow: The 4-step process below shows exactly how to go from zero to 30 messages in 35 minutes.

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   Pick Your Prompt: Choose from the 7 templates based on your outreach scenario — each prompt includes what to fill in and what to expect.

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   Personalize: Add 1–2 personalization layers from the guide below. This is what separates human-sounding messages from obvious AI output.

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   Quality-Check Before Sending: Run every message through the 5-point filter. If it fails any check, edit it.

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   Batch & Track: Use the batch workflow and response tracker to scale and optimize over time.

device_hubThe 4-Step Workflow

35 minutes. 30 personalized messages. Here's the exact process.

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  Step 1 — Prospect Research (5 min): Pull 30 prospects from LinkedIn Sales Navigator, Apollo, or manual research. For each, gather name, title, company, LinkedIn URL, company website, and any recent news (funding, launches, hiring).

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  Step 2 — Batch AI Generation (10 min): Process 5–10 prospects at a time. Copy one of the 7 prompts below, paste in prospect details, and run. AI handles research + drafting.

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  Step 3 — Human Polish (15 min): Review each message (30 seconds each). Add one truly personal detail — a recent LinkedIn post, mutual connection, or company news. Fix any AI hallucinations. Read it out loud: if it sounds robotic, rewrite it.

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  Step 4 — Send & Track (5 min): Send via LinkedIn InMail, email, or DM. Log in your tracking sheet: date, channel, variant used, and a follow-up reminder set for 7 days out.

error_outlineCommon Pitfalls to Avoid

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  AI Hallucinates Details: Always fact-check before sending. Only include details you personally verified.

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  Messages Sound Identical: Vary your prompts across templates. Manually rewrite 20% for diversity.

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  Too Much Personalization: Stick to public, professional details. Avoid anything from their personal life.

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  No Follow-Up System: 30% of replies come from follow-ups. Set reminders. Use Prompt 5 below.

verifiedPersonalization Layers

AI output sounds generic until you layer in 1–2 of these manually. Each takes about 30 seconds.

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  Layer 1 — Recent LinkedIn Activity: Check their last 2–3 posts. Reference a specific article they shared or comment they made. Example: "Saw your comment on [Person]'s post about async work. Totally agree that always-on Slack culture is toxic…"

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  Layer 2 — Mutual Connections: Look for shared LinkedIn connections or communities you're both in. Example: "Noticed we're both in the SaaS Growth Community. Have you been to any of the virtual meetups?"

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  Layer 3 — Company-Specific Details: Check their website or recent news for funding rounds, product launches, or hiring activity. Example: "Saw you're hiring 3 CS reps. Scaling support is tough — curious if you've considered automation before adding headcount?"

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  Layer 4 — Shared Experience: Look at their LinkedIn About or work history for common ground. Example: "Noticed you were at Salesforce before [Company] — bet you've seen every flavor of CS tech stack out there…"

checklistThe 5-Point Quality Filter

Run every AI-generated message through this checklist before you hit send. If it fails any check, edit it first.

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  Passes the "Would I Reply?" Test: If you received this message, would you actually respond? If not, rewrite it.

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  Has Specific Details: Mentions their company, role, or situation — not just a generic opener. Generic = instant delete.

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  Offers Value: Hints at a solution, insight, or resource. Not just "let's chat."

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  Has a Clear, Low-Pressure CTA: Simple ask that's easy to say yes to. "Quick 15-min call?" beats "Let me show you a demo."

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  Sounds Human: Read it out loud. If it sounds like a chatbot, edit before sending.

dashboardBatch Processing & Response Tracking

Use this structure to run batches of 30 and track what's working over time.

Prospect Data Template: For each of your 30 prospects, capture: number, name, title, company, LinkedIn URL, recent activity or news, and a pain point hypothesis. Best sources: LinkedIn Sales Navigator, Apollo.io, company websites, Crunchbase.

Batch Steps: (1) Gather prospect data — 5 min. (2) Run AI in batches of 5–10 — 10 min. (3) Polish each message at 30 seconds each — 15 min. (4) Send and log everything — 5 min.

Response Dashboard Targets: Reply Rate of 25–35% is good, 35%+ is excellent. Meeting Conversion should land at 30–40% of replies. Track weekly: Messages Sent → Replies → Reply Rate → Meetings Booked → Reply-to-Meeting Rate.

Variant Testing: Track reply rates by message type. Double down on any variant hitting 30%+ reply rate. Kill anything under 20% after 20+ sends.

Prompt 1: Cold LinkedIn Outreach

Use when you have basic info only — name, title, and company. No deep research needed.

You are a sales outreach specialist. Write a personalized LinkedIn connection request message.

PROSPECT INFO:
Name: [name]
Title: [title]
Company: [company]

MY COMPANY & OFFER:
We help [target_customer] with [problem_solved].
Unique value: [differentiation]

INSTRUCTIONS:
1. Open with a relevant observation about their role or company (NO generic compliments)
2. Briefly mention a challenge they likely face in their role
3. Hint at how we solve it (don't pitch hard)
4. Low-pressure CTA (ask a question or offer value)
5. Keep it under 100 words
6. Conversational tone, not salesy

DO NOT:
- Use phrases like "I came across your profile" (lazy)
- Mention "I'd love to connect" (everyone says this)
- Lead with a pitch
- Sound like every other sales message

Generate the message.

Prompt 2: LinkedIn with Recent Activity

Use when the prospect recently posted or commented on LinkedIn. Highest reply rates of all variants.

You are a sales outreach specialist. Write a personalized LinkedIn message referencing their recent activity.

PROSPECT INFO:
Name: [name]
Title: [title]
Company: [company]

THEIR RECENT LINKEDIN ACTIVITY:
[paste_their_post_or_comment]

MY COMPANY & OFFER:
[brief_description]

INSTRUCTIONS:
1. Reference their post/comment specifically (show you actually read it)
2. Add value or insight related to their topic
3. Briefly connect it to what we do (if relevant)
4. Ask a question to continue the conversation
5. Under 120 words
6. Sound like a peer, not a salesperson

Generate the message.

Prompt 3: Cold Email (Longer Form)

Use when you have their email and want a more detailed pitch with a subject line.

You are a B2B sales copywriter. Write a cold email that feels personal and valuable.

PROSPECT INFO:
Name: [name]
Title: [title]
Company: [company]
Company details: [brief_description_or_recent_news]

MY COMPANY & OFFER:
We help [target] with [problem].
Key benefit: [main_value_prop]
Proof: [case_study_or_metric]

INSTRUCTIONS:
1. Subject line: Curiosity-driven, not salesy
2. Opening: Reference something specific about their company or role
3. Problem: Describe a challenge they likely face (don't assume, make it relatable)
4. Solution: Briefly explain how we solve it
5. Proof: Drop one metric or case study
6. CTA: Low-pressure (ask question, offer resource, suggest quick call)
7. Length: 120-150 words max
8. Tone: Helpful peer, not pushy vendor

Generate subject line + email body.

Prompt 4: Multi-Prospect Batch (5–10 at Once)

Use when you have a list of similar prospects. Generates unique messages for each in a single run.

You are a sales outreach specialist. Generate personalized LinkedIn messages for the following prospects. Each message should feel unique (not copy-paste).

MY COMPANY & OFFER:
[brief_pitch]

PROSPECT LIST:
1. Name: [Name1], Title: [Title1], Company: [Company1]
2. Name: [Name2], Title: [Title2], Company: [Company2]
3. Name: [Name3], Title: [Title3], Company: [Company3]
[Continue for 5-10 prospects]

INSTRUCTIONS FOR EACH MESSAGE:
1. Reference something specific about their company or industry
2. Mention a relevant pain point for their role
3. Hint at our solution without hard-pitching
4. Low-pressure CTA
5. Under 100 words
6. Vary the structure so they don't all sound identical

Generate one message per prospect, labeled clearly.

Prompt 5: Follow-Up (No Reply After 5–7 Days)

Use after your initial message. Follow-ups drive 30% of all replies — don't skip this.

You are a sales outreach specialist. Write a short, non-pushy follow-up message.

ORIGINAL MESSAGE CONTEXT:
[paste_original_message]

PROSPECT INFO:
Name: [name]
Company: [company]

INSTRUCTIONS:
1. Acknowledge they're probably busy (empathy, not guilt)
2. Offer something valuable (case study, resource, insight)
3. Give them an easy out ("If timing's off, no worries")
4. Under 60 words
5. No "just checking in" or "following up" (weak)

Generate the follow-up.

Prompt 6: Warm Introduction (Mutual Connection)

Use when a mutual connection referred you. Highest trust signal — use it when you have it.

You are a sales outreach specialist. Write a message leveraging a mutual connection.

PROSPECT INFO:
Name: [name]
Title: [title]
Company: [company]

MUTUAL CONNECTION:
[mutual_connection_name] recommended I reach out.
Context: [how_they_know_each_other]

MY COMPANY & OFFER:
[brief_pitch]

INSTRUCTIONS:
1. Lead with the mutual connection (credibility)
2. Briefly explain why they suggested connecting
3. Relevant value prop
4. Easy CTA (offer to intro via email or schedule quick call)
5. Under 100 words

Generate the message.

Prompt 7: Event-Triggered (Funding, Launch, Hire)

Use when the company just hit a milestone. Pairs well with Prompt 2 for maximum relevance.

You are a sales outreach specialist. Write a message referencing a recent company event.

PROSPECT INFO:
Name: [name]
Title: [title]
Company: [company]

RECENT EVENT:
[describe_event] (e.g., raised Series B, launched new product, posted job opening)

MY COMPANY & OFFER:
[brief_pitch]

INSTRUCTIONS:
1. Congratulate or acknowledge the event
2. Connect the event to a likely challenge they now face
3. Position your solution as relevant to this new stage
4. Low-pressure CTA
5. Under 100 words

Generate the message.