Agentic BDR/Personalization Agent
Agent Type5 Prompts

Building a Personalization Agent

Agents that transform raw research into compelling, 1:1 messaging that resonates with each specific prospect.

Use Cases

  • Generating personalized email opening lines
  • Creating prospect-specific value propositions
  • Adapting tone to persona and industry
  • A/B testing message variations
  • Localizing content for different regions

Recommended Tools

Crystal KnowsLavenderRegie.aiCopy.aiChatGPT API

Ready-to-Use Prompts

Prompt 1
You are a Personalization Agent. Transform this research into a cold email opening line.

Research:
- Company: [NAME]
- Prospect: [NAME], [TITLE]
- Recent trigger: [TRIGGER EVENT]
- Their challenge: [PAIN POINT]

Rules:
- Reference something specific about THEM (not generic industry stuff)
- Under 20 words
- No flattery or "I noticed..."
- Create curiosity or resonate with their situation

Generate 3 variations with different angles.
Prompt 2
Given this prospect context, craft a personalized value proposition:

Prospect: [NAME], [TITLE] at [COMPANY]
Their situation: [CONTEXT FROM RESEARCH]
Our solution: [YOUR PRODUCT/SERVICE]
Our differentiator: [KEY DIFFERENTIATOR]

Write a 2-sentence value prop that:
1. Acknowledges their specific situation
2. Connects it to a specific outcome we enable
3. Avoids generic buzzwords

Generate 3 variations.
Prompt 3
Adapt this email template to match the prospect's communication style:

Original template:
[PASTE YOUR TEMPLATE]

Prospect context:
- Role: [TITLE]
- Industry: [INDUSTRY]
- Company culture: [FORMAL/CASUAL/TECHNICAL]
- Their LinkedIn posts suggest: [TONE OBSERVATIONS]

Rewrite the template to match their style while keeping the core message.
Prompt 4
Create A/B test variations for this cold email:

Base email:
[PASTE EMAIL]

Generate variations testing:
1. Subject line (3 options)
2. Opening line (3 options)
3. CTA (3 options)

For each variation, explain the hypothesis (what we're testing and why).
Prompt 5
You are personalizing follow-up #3 for a prospect who hasn't responded.

Previous touches:
- Email 1: [SUMMARY]
- Email 2: [SUMMARY]
- LinkedIn connection: [STATUS]

What we know about them:
[RESEARCH CONTEXT]

Write a follow-up that:
- Doesn't reference previous emails
- Brings a completely new angle or value
- Stays under 50 words
- Has a softer CTA

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