Bucket testing divides traffic into separate groups, each exposed to different versions of a webpage or feature. It is used to measure which variation performs better in terms of conversions, engagement, or revenue.
Unlike observational studies, this method creates controlled environments for decision-making. For instance, one bucket might see a green CTA button, while another sees a red one, and results reveal which drives more clicks.
[Image: AICPA] A circular blue seal for AICPA SOC compliance, featuring a light blue inner circle and a darker blue outer ring with white text. The center displays the organization acronyms separated by a horizontal line, with a website URL below and descriptive text curving along the bottom border.
Text in image: AICPA SOC aicpa.org/soc4so SOC for Service Organizations | Service Organizations TM[Image: GDPR] A circular logo representing the General Data Protection Regulation (GDPR) featuring a solid blue background. At the center is the white text "GDPR," surrounded by a ring of twelve five-pointed yellow stars, styled after the Flag of Europe.
Text in image: GDPR[Image: CCPA] Circular seal for the California Consumer Privacy Act featuring a dark blue silhouette of the state of California with a yellow padlock icon positioned over the northern region. The acronym "CCPA" is written in large blue letters below the state map, all enclosed within a thick blue border containing the full name of the act in white uppercase text.
Text in image: CALIFORNIA CONSUMER PRIVACY ACT CCPA[Image: ISO] A circular blue and white certification seal for ISO 9001:2008. The logo features a solid blue inner circle containing the white text "ISO 9001:2008," surrounded by a white outer ring with blue text.
Text in image: CERTIFIED ISO 9001:2008 COMPANY[Image: HIPPA] Circular blue and white seal for HIPAA compliance featuring a medical caduceus symbol in the center. The text is arranged in a ring around the central icon with a gradient blue background, and a website URL is printed along the bottom outer edge.
Text in image: HIPAA COMPLIANT HIPAATraining.com[Image: G2 review] A digital badge from G2 Crowd for the "Winter 2026" season, awarding a "High Performer" designation. The graphic is white with black text, featuring a red G2 logo in the top right and a yellow and orange pointed chevron at the bottom.
Text in image: WINTER 2026, G2, High Performer