Helix CPG Partners
Strategic Market Research: Ryan Nii Akwei Brown
May 3, 2026
The snack market is currently saturated with sugary treats. Our mission: find the intersection of high nutritional value and low consumer overhead.
Where is the gap in the snack aisle where demand for health is not being met by current inventory?
While traditional snack categories maintain high market volume, they fail to meet the rising consumer demand for nutritional integrity.
Analyzed 200,000 plus records from Open Food Facts to identify how volume correlates with sugar across major categories.
Using a custom Nutrient Density Score, we identified which categories deliver the most protein per gram of sugar added.
Key Finding: Plant-based products lead the market by 40% in nutritional efficiency.
The average snack in the dataset carries approximately 30g of sugar per 100g. This baseline represents a significant nutritional deficit.
Analysis shows a dramatic decline in sugar concentration as we pivot toward plant-based alternatives.
Protein > 4.2g & Sugar < 4.6g
We found a specific Empty Quadrant where current market players fail to deliver high protein and low sugar simultaneously.
High-conviction opportunity in Plant-based snacks: target 4.2g protein and 4.6g sugar ceiling.
Current high-protein leaders rely heavily on sodium. Our goal: Low Sugar + High Protein + Low Sodium.
Mining ingredient text revealed that existing leaders rely on Soy, Peanuts, and Wheat Gluten.
High salt content is the hidden ingredient in current snacks. Solving this is our true competitive advantage.
Explore the raw code, technical documentation, and the interactive dashboard.
I have aimed to bridge the gap between academic rigor, specialized skill training, and practical market-ready data engineering.
Ryan Nii Akwei Brown
Data Engineering
Working with data consistently improves recall, strengthens active learning, and keeps technical skills sharp.