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Track formulation change trends from the perspective of an ingredient being substituted in
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How often does formulation change happen, for products containing specific ingredients?
Which ingredients also get added, when a specific ingredient is added, during formulation change?
What get removed when this ingredient is added, during a formulation change?
Full ingredient list before and after formulation change, product name, brand name, time of formulation change.
"Gravel AI's data tools have significantly shortened the research time for new ingredient development and uncovered market gaps for exports that resulted in 25% YoY increase in sales during the pandemic!"
Business Unit Manager / Ingredient Manufacturer