What this automation does
For every prospect in your outreach list, this automation pulls public data — LinkedIn headline, company description, recent news, job postings — and uses AI to write a personalized opening line and tailor the email body to their specific context. The result feels hand-written, but it scales to hundreds of emails per day.
Generic outbound emails get 2-5% reply rates. Personalized emails consistently hit 10-15%. This automation gives you personalization quality at bulk volume, without your SDRs spending 10 minutes researching each prospect.
Tools you need
- Apollo, Lemlist, or Instantly: Your outbound email platform for sending sequences
- OpenAI API: GPT-4 generates personalized email copy ($0.03-0.08 per email)
- Make or Zapier: Orchestrates the research, writing, and delivery pipeline
How to set it up
Step 1: Prepare your prospect list in a Google Sheet or your outreach tool. Include columns for name, email, company, title, LinkedIn URL, and company website. The more data you provide, the better the personalization.
Step 2: Create a Make scenario that iterates through your prospect list. For each prospect, scrape their LinkedIn headline and company About page (or use an enrichment API). Pass this context to OpenAI with a prompt template that includes your product description, ideal use case, and email tone.
Step 3: Ask OpenAI to return a personalized opening line (referencing something specific about the prospect), a tailored value proposition paragraph, and a soft CTA. Store the output back in your spreadsheet or push it directly to your outreach tool as a draft.
Step 4: Review the first 20 emails manually. Look for hallucinations — AI sometimes invents facts about companies. Tighten the prompt to say 'only reference verifiable information.' Once quality is consistent, scale to your full list.
Cost breakdown
| Item | Cost | Notes |
|---|---|---|
| Make or Zapier | $15-$30/mo | Based on email volume |
| OpenAI API | $15-$40/mo | ~$0.05 per email at 300-800 emails/mo |
| Enrichment/scraping | $0-$30/mo | Optional — improves personalization quality |
| Setup time | 30-60 min | One-time |
| Total monthly | $30-$100/mo | Replaces 8+ hours/week of manual research |
Frequently asked questions
Not if you do it right. The key is referencing specific, verifiable details about the prospect — their recent company milestone, a job posting, or something from their LinkedIn. Avoid generic compliments like 'I love what your company does.' Specific beats generic every time.
The AI side can handle thousands. The bottleneck is usually your email sending limits — most outreach tools cap at 50-200 emails per day per account to avoid spam filters. Plan your volume around those limits, not the AI.