
Date
Jan 23, 2026
Tags
Piano Test Lab
Can Exit-Intent Modals with Content Recommendations Transform Reader Engagement? What Our A/B Tests Reveal about User Engagement
Keywords: Content Engagement, Personalization, Publishing
In today's competitive digital landscape, capturing and retaining reader attention has become increasingly challenging. On average, 65% of visitors leave publisher sites each month without any meaningful engagement, representing a significant and often hidden loss of potential subscription and advertising revenue. Publishers are therefore under constant pressure to find innovative ways to reduce bounce rates and encourage deeper content consumption. To address this critical need, Piano's Strategic Services team launched an A/B test across multiple clients globally.
This test aimed at determining whether presenting auto-optimized content recommendations through an exit-intent modal (check the example below) - a message triggered when users show signs of leaving the site - could effectively reduce single-page visits and increase overall pageviews among first-time visitors.

Results: Exit-Intent Modals Successfully Recovered Departing First-Time Visitors
Our A/B test across 17 participating clients showed compelling results, demonstrating that well-timed interventions at critical points in the user journey can significantly improve engagement.
Immediate Engagement Impact
The test demonstrated that exit-intent modals featuring auto-optimized content recommendations can effectively recover first-time visitors at their time of departure. To learn more about how auto-optimization and content strategies work, explore our past webinar here.
Nearly 15% of first-time visitors were exposed to the modal during their exit intent
2% of visitors click-through to an additional page, representing successful conversion of users who were about to leave the site
Long-Term Value Creation
The test revealed that the modal's impact extends well beyond the initial interaction. Exposed visitors viewed 3.6% more pages compared to the control group. This finding suggests that exit-intent interventions not only preserve immediate sessions but also positively influence user behavior during subsequent visits.
Device-Specific Insights
Mobile users demonstrated higher click-through rates than desktop users, suggesting that mobile-optimized exit-intent strategies may be particularly effective and present significant optimization opportunities.
In summary, these results validate the strategic value of exit-intent modals in driving user engagement, both immediately and in future sessions. This initiative reinforces Piano's role as a strategic partner committed to advancing industry innovation through collaborative experimentation and shared insights.
This experiment was planned as part of the Piano Test Lab, an ongoing initiative from Piano's Strategic Services team. For more information about participating in future experiments or optimizing your A/B testing strategy, contact your Piano account representative.




