Email Marketing Case Study: How CodeSignal Increased CTR by 10.3% Through Personalization
Open Rate
CTR
Unsubscribes
How Personalization and Testing Transformed Engagement
CodeSignal’s email nurture program reached new heights by implementing strategic personalization, A/B testing, and audience expansion. By refining messaging and tailoring content to key audiences—Talent Acquisition, Engineers, and a newly introduced stream for IO Psychologists—engagement rates significantly improved. Dynamic content blocks, data-driven insights, and a more targeted approach led to higher open rates, increased click-to-open performance, and reduced unsubscribes. These optimizations not only enhanced engagement but also strengthened CodeSignal’s positioning as a thought leader in technical hiring and organizational psychology.
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🎯 Enhanced Personalization:
Leveraging tokens and dynamic content tailored to specific audiences. -
✏️ A/B Testing:
Testing subject lines to uncover what resonates most. -
🔎 Audience Expansion:
Introducing a new stream aimed at IO Psychologists with specialized, research-driven content.
The Email Campaign Transformation

Enhanced Email Personalization
- Introduced dynamic content blocks that adapt to each audience’s role, ensuring every recipient gets tailored insights
- Leveraged tokens to address specific job challenges, such as hiring bottlenecks for Talent Acquisition or technical assessments for Engineers
- This personalization made the content feel relevant and actionable, increasing engagement metrics across all segments

A/B Testing
- Conducted A/B tests on subject lines to identify what drives better open rates
- Discovered that concise, question-based subject lines like "Unlock Hiring Secrets" performed better than descriptive ones like "Tips for Better Recruiting"
- These insights guided the optimization of future subject lines for all audience streams, helping refine the messaging strategy

New Audience Stream
- Launched a dedicated stream targeting IO Psychologists, an audience requiring a unique approach
- Delivered content emphasizing research-backed recruitment strategies, positioning the brand as a thought leader in organizational psychology
- Early feedback and performance metrics show promising potential for this new segment
Refining What Emails We Send
Emails Removed
"Learn the Lingo": Retired due to declining open and click-through rates, indicating it no longer resonated with the audience.
"5 Keys to Strong Partnerships": Phased out as newer, more actionable content demonstrated stronger engagement.
Emails Added
Talent Acquisition (TA)
- "Job Analysis Email": Highlighted best practices for analyzing roles, aligning with TA professionals’ needs
- "Expert’s Guide to Data-Driven Hiring": Provided actionable insights on leveraging data for smarter recruitment decisions
Engineers
- "4 Biggest Challenges for Hiring Managers": Addressed common obstacles in hiring technical talent, offering clear solutions
IO Psychologists
- "Framework Research Papers": Delivered evidence-based approaches to improving diversity, equity, and inclusion (DE&I) in hiring
Email Marketing Results at a Glance
Nurture Program Performance by Segment (2023 vs. 2024)
IO Psychologists (New Stream):
Launched in 2024 with an 8.1% open rate, showing strong early engagement. Unsubscribes remained low at <0.5%, with opportunities to optimize CTAs and content structure for higher click-through rates.
Talent Acquisition:
Open rates increased from 15.7% in 2023 to 22.2% in 2024, reflecting improved personalization and audience alignment. Click-to-open rates saw steady growth, while unsubscribes dropped, indicating stronger engagement.
Engineers:
Open rates rose from 12.1% in 2023 to 23.8% in 2024, driven by refined messaging and dynamic content. Click-to-open rates held steady at 10.3%, while unsubscribes decreased, reinforcing the success of personalization efforts.
The chart reflects the impact of our 2024 strategy, emphasizing the importance of personalization, audience segmentation, and iterative testing. While Talent Acquisition and Engineers maintained strong engagement, the new IO Psychologists stream shows potential for growth with additional refinement.
Key Insights
Email Personalization Delivers
Dynamic content and tokens effectively boosted engagement, especially for Talent Acquisition and Engineers, by making emails more relevant and reducing unsubscribes.
Strategic Content Curation
Replacing underperforming emails like “Learn the Lingo” with targeted, data-driven content like “Job Analysis Email” improved audience alignment and delivered stronger results.
Data-Driven Decision-Making
A/B testing of subject lines provided key insights into audience preferences. Actionable trends, like the effectiveness of concise, question-driven subject lines, allowed us to refine strategies in real time.
New Streams Need Time
The IO Psychologists stream shows promise with low unsubscribes but needs time and iteration to match established segments. Building new audiences takes patience but delivers results.
Next Steps: Where We Go From Here
Our journey demonstrates that thoughtful changes—rooted in data and aligned with audience needs—unlock powerful results. With continued iteration, we’re set to achieve even greater success.

Enhance Dynamic Content for IO Psychologists
- Expand role-specific tokens and dynamic blocks for deeper personalization
- Incorporate insights from initial metrics to refine messaging and improve click-to-open rates.

Monitor Performance Quarterly to Stay Agile
- Regularly review segment-level metrics to identify trends and opportunities for refinement
- Adjust strategies based on what’s working, ensuring a continuous cycle of improvement

Expand A/B Testing to Include CTAs & Email Body Content
- Test action-oriented CTAs (e.g., “Download Now” vs. “Learn More”) to drive clicks
- Experiment with different email layouts and content formats to optimize engagement