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How to Use AI for Cold Email Personalization That Actually ...
tacticalism.com
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Demographic “Name, company, job title. Everyone does this. No differentiation.” Level 2
Correct but not genuine “Well-structured, grammatically accurate, personalisation fields populated. Felt like it came from a process, not a person.” Manually written outbound ✓
Right: use AI to express genuine human insight at scale “Supply AI with real observations, real experiences, and real context. Ask it to embed that content into a structure informed by account-specific research. The AI handles the expression. The human provides the substance.” AI as expression tool rather than content generator — that is the difference between AI-assisted outbound that performs and AI-assisted outbound that disappoints.
What I discovered when I reviewed AI-generated outbound “The emails were well-structured. The grammar was correct. The personalisation fields were populated. The value propositions were clear.” This surprised me enough that I spent two weeks analysing every email in both sets — AI-assisted and manually written — trying to identify the specific difference.
Correct but not genuine “Well-structured, grammatically accurate, personalisation fields populated. Felt like it came from a process, not a person.” Manually written outbound ✓
A moment of human recognition “A specific observation from real experience. A nuanced take only someone who had lived with the problem could write. The prospect felt understood.” The AI-assisted emails were correct. They were not genuine. This single distinction sent me in a completely different direction — and the approach we eventually built is why TechPulse produces the results it does.
Wrong: prompt AI to write the email “Produces generic content with a personalised salutation. Most teams take this approach. It is why most AI-generated outbound performs worse than manually written outbound.” ✗
Wrong: use AI to spin template variations “"Write 10 versions of this email with different subject lines." This produces ten versions of the same generic content. Volume without substance.” ✓
A specific observation from real experience. A nuanced take only someone who had lived with the problem could write. The prospect felt understood. “The AI-assisted emails were correct. They were not genuine.” The right and wrong ways to use AI for cold email
How to Use AI for Cold Email Personalization (Without Making It Worse) “AI-generated cold emails performed worse than manually written ones.” TS
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