Reformulating a food or beverage product is one of the most high-stakes decisions a founder can make. It impacts taste, nutritional profile, supply chain complexity, and—most critically—unit economics.
Yet, many brands approach reformulation reactively rather than proactively. They run a pilot batch, review the invoice from the co-packer, and realize their Cost of Goods Sold (COGS) is unsustainably high. Only then do they go back to the drawing board to engineer costs out of the product.
As one founder we interviewed noted about their early production days: "We went back to the drawing board, reformulated... and our flavors are all now tremendous. Our cost per 12-count went from $18 to $9."
Cutting COGS in half is a massive win, but discovering that your initial costs were double your target after the first production run is a painful and expensive lesson. Here is a framework for evaluating COGS scenarios before you commit to a run.
The Three Levers of Reformulation
When evaluating a reformulation to improve margins, you generally have three levers to pull:
1. Ingredient Substitution
This is the most obvious lever. Can you replace a high-cost ingredient with a more economical alternative without compromising the core identity of the product? For example, moving from a "not from concentrate" juice to a high-quality concentrate can significantly reduce both raw material costs and inbound freight costs (because you are no longer paying to ship water).
2. Formulation Ratios
Sometimes the ingredients are right, but the ratios are off. In the example of the founder who cut their COGS in half, a key realization was that they were over-indexing on expensive components. "The honey was too much, and the coconut water was too much," they noted. By dialing back the ratios of the most expensive inputs, they achieved a better flavor profile at a fraction of the cost.
3. Process Optimization (Yield)
Not all COGS improvements come from the recipe itself; some come from how the recipe is executed. If a specific ingredient requires complex handling that results in high waste (e.g., a sticky syrup that clings to the mixing tanks), replacing it with a powder equivalent might improve your usable yield, effectively lowering your true COGS even if the raw material price is similar.
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Apply as a Design Partner →Modeling Scenarios Without Spreadsheets
The challenge with proactive reformulation is that modeling these scenarios in Excel is incredibly brittle. If you change the ratio of one ingredient, it impacts the total batch weight, which impacts the packaging requirements, which impacts the freight cost per unit.
A connected operations platform allows you to build dynamic, scenario-based Bills of Materials (BOMs). You can clone your existing BOM, adjust the input quantities or swap an ingredient, and instantly see the impact on your fully landed COGS—factoring in projected yield loss and freight.
By evaluating these scenarios mathematically before you issue a purchase order, you transform reformulation from a reactive rescue mission into a proactive strategy for margin expansion.