What is relevance-based personalization vs token-based?
These two approaches to personalization differ fundamentally in their impact.
Token-based personalization:
- Inserts data into template fields
- Hi [FIRST_NAME], I noticed you work at [COMPANY]
- Easy to scale but obvious to recipients
- Better than nothing but not differentiating
- Feels automated because it is automated
Relevance-based personalization:
- Explains why this outreach makes sense for this person
- Connects their specific situation to your offering
- Requires understanding, not just data
- Harder to scale but much more effective
- Feels human because it requires human judgment
Examples:
Token-based: Hi Sarah, I see you're VP of Marketing at TechCorp.
Relevance-based: Noticed TechCorp just raised Series B. When companies scale marketing teams at this stage, they often struggle with [specific challenge you solve].
Practical application:
- Use tokens for necessary customization (names, companies)
- Use relevance for opening hooks and value propositions
- Segment audiences to enable relevance at scale
- Invest more personalization effort in higher-value prospects
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