IMGE Testing Hub — Always-On Experimentation & Test Results
Hypothesis
We believe our current Meta call-to-action (CTA) of "Learn More" is overused, and mixing in additional CTAs will improve performance because varied CTAs can better align with user intentions and campaign goals. This assumption is based on the idea that different CTAs may appeal more effectively to different segments of the target audience.
Experiment Design
The test was conducted within one campaign consisting of four ad groups, each dedicated to a specific CTA: Learn More (control), Sign Up, Donate Now, and Contact Us. Each ad group maintained identical creative content, audience targeting, and flight dates, while budgets were allocated separately to ensure equivalency in variable testing.
Results
The "Learn More" CTA greatly outperformed other CTAs, achieving a significantly higher conversion rate, with a statistically significant confidence level over 95% compared to "Donate Now" and "Contact Us." The "Sign Up" CTA showed a slightly higher conversion rate than the "Donate Now" but did not achieve statistical significance.
Key Takeaways
Despite the strong performance of the "Learn More" CTA, further testing is crucial since donor data for this test was not statistically significant. Currently, "Learn More" emerges as the most effective one-size-fits-all solution for generic lead-generation campaigns.
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Test Details
Vertical
Advertising
KPI
Conversions