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New Data Reveals Whether Intent Signals Improve Librarian Email Conversions | InfoGlobalData
2. Account-Level Intent
The second layer identifies what the institution may be researching.
For library outreach, useful signals could include:
- AI and machine learning
- Digital collections
- Library management systems
- Discovery services
- Electronic resources
- Research data management
- Information literacy
- Digital preservation
- Scholarly communication
3. Message-Level Relevance
The third layer turns the signal into an appropriate message.
Instead of:
“We provide solutions for modern libraries. Would you like a demonstration?”
a campaign could address the apparent research topic directly:
“Your library may be evaluating how AI-assisted discovery affects research workflows. We recently published a comparison of implementation approaches…”
The second approach gives the recipient a reason to engage without claiming knowledge that the marketer does not actually possess.
Why Data Accuracy Still Determines Campaign Performance
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