How Bebeclub’s AI poop tracker transformed digestive health insights for mothers

When babies transition from breast milk or switch to a different formula, changes in their stool consistency often occur. For parents, especially mothers, these changes can be a source of anxiety, as gut health is closely linked to overall well-being. However, with limited access to pediatricians or healthcare professionals, many parents turn to digital tools for guidance.

Recognizing this need, Bebeclub, a leading toddler formula brand under Danone & Nutricia Indonesia, developed the AI Poop Tracker—a web-based tool designed to analyze stool images and provide real-time digestive health insights. Built upon Nutricia’s early stool tracker algorithm, which has demonstrated over 70% accuracy in classifying diaper stool images, this tool empowers parents with a fast, reliable, and expert-backed assessment.

By 2024, online searches for poop-tracking tools surged, reinforcing the demand for a trusted, AI-powered solution. The AI Poop Tracker offers an intuitive three-step experience—uploading an image, AI-powered analysis, and receiving expert-validated results within 60 seconds. This initiative has not only supported parents but also driven significant engagement and new membership growth, solidifying Bebeclub’s leadership in digestive health solutions.

Planning

Bebeclub has long been committed to pioneering digestive health solutions, leveraging four decades of research to support child well-being. In developing the AI Poop Tracker, the brand focused on answering critical questions to ensure its relevance and effectiveness:

• What should the tool offer? Research was conducted on usability and seamless user journeys to create an intuitive and efficient experience.
• What criteria should define digestive health? Pediatric gastroenterologists were consulted to determine key assessment factors, including stool color, texture, and overall health indicators.
• Who is the primary user? Insights from a Nutricia Indonesia survey revealed that the majority of Indonesian mothers express concerns over their child’s digestive health.
• What is the best platform for accessibility? The Bebeclub website, which consistently attracts a high volume of new users, was selected as the ideal home for the tool.
• Is there a growing demand for stool-tracking tools? Search data showed a 10X increase in interest in digestive health tracking tools, highlighting a clear market need.

The success of the AI Poop Tracker was measured through engagement, usage rates, and its impact on business growth, ensuring that it effectively met parents' needs while reinforcing Bebeclub’s market positioning.

Execution

AI-Powered Innovation for Parents

The AI Poop Tracker was developed using convolutional neural network (CNN) technology, which has been shown to accurately classify stool consistency in infants. The tool was designed with a streamlined user journey:

1. Capture or upload a diaper stool image.
2. AI analyzes the image and processes results within 60 seconds.
3. Parents receive a downloadable expert-validated health assessment.

The algorithm assesses stool based on key criteria:

• Color: Indicators include black, pale, brown, orange, yellow, green, and red.
• Texture: Categorized as hard, formed, loose, or watery.
• Health score: A rating system provides an easy-to-understand assessment, guiding parents on whether a pediatric consultation is necessary.

Target Audience & Engagement Strategy

The tool was strategically designed for Indonesian mothers, as research revealed that digestive health concerns significantly impact their daily lives. By embedding the tool within Bebeclub’s website, which attracts a high percentage of new visitors, it served as both an educational resource and a key driver for new membership acquisition.

Market Trends & Digital Readiness

With the growing popularity of digestive health tools, search trends revealed a significant increase in queries related to stool tracking. This validated the decision to launch the AI Poop Tracker as an innovative, first-of-its-kind solution in Indonesia. The communication strategy focused on positioning it as an expert-verified, easy-to-use tool for concerned parents.

Results

The AI Poop Tracker delivered remarkable outcomes within months of its launch, demonstrating its impact on both audience engagement and brand growth:

• Significant increase in website impressions, organic sessions, and active user engagement.
• Surging daily tool usage, reinforcing its role as a valuable parenting resource.
• Strong contribution to new membership acquisition through post-checkup follow-ups and engagement.

By addressing a key parental concern with an intuitive, expert-backed digital solution, Bebeclub has strengthened its position as a trusted leader in digestive health. The AI Poop Tracker is not only an innovation in child health monitoring but also a testament to the brand’s commitment to empowering parents with science-driven insights.

Sources & References:

• Journal of Pediatric Gastroenterology and Nutrition (2023)
• Nutricia Indonesia Digestive Health Survey (2024)
• Ahrefs Search Data (2024)