Personalization vs. a filled-in template
| Filled-in template | Real personalization | |
|---|---|---|
| Basis | name, company, position | a specific idea or situation of the contact |
| Reference to a post | “Your post about X caught my attention” | a reaction to what they argue in the post, with your own view |
| Reason for the message | I need to sell | I have something to say on their topic |
| Test | could be sent to 1,000 people | makes sense only to them |
Why the flood of AI messages changes the rules
When every salesperson can generate messages for next to nothing, speed stops being an advantage. Decision-makers receive several “personalized” messages a day and have learned to recognize them by the first line. On top of that, in the Czech and Slovak market, where people in an industry know each other, a bad experience spreads quickly.
The advantage today is context and judgment. AI won't supply those on its own.
Where AI makes sense in outreach
- Finding signals. Going through the activity of hundreds of contacts and pulling out who is dealing with what.
- Prioritization. Telling you who it makes sense to write to today and who in a month.
- First draft. Preparing a draft message that the salesperson edits.
- Summary. A quick overview of the profile and the company before a meeting.
Where AI must not decide
A person decides who gets sent what. Human-in-the-loop isn't a brake but a safeguard. AI can misread irony, a sensitive situation or a relationship you already have with the contact. One such message burns more than ten good ones build. More in the article AI tools that “do sales for you”.
A quick personalization test
Before you send a message, ask yourself three questions:
- Does the message make sense only to this person?
- Am I responding to their idea, or just mentioning that it exists?
- Would I reply to it myself?
How Pipelyx handles it
Pipelyx uses AI to find personal signals and to draft a message that follows up on them. But the “send” button stays with the salesperson. More in the article MCP and Pipelyx.