CPG Category Checkbox Scorecard
Screen product categories before committing capital and development time
- Difficulty
- Moderate
- Time to result
- ~weeks to results
- Steps
- 5
- Confidence
- 97%
Begin with category economics, not a favorite product idea. Compare candidate categories on the amount of capital required, then score the survivors against channel and market criteria. Nitz favored products that were light, compact, shelf-stable, commonly purchased online, and also established in brick-and-mortar retail. He also looked for a large, growing market and an existing acquisition blueprint. Only after bars cleared those tests did he search for a distinct niche within the category. The output is not proof of product-market fit; it is a ranked category thesis that avoids obviously hostile economics. A founder must still prototype, calculate COGS, test the attainable shelf price, and learn whether buyers actually want the positioning.
Origin
Will Nitz said he rejected beverages as CPG on hard mode because he believed they would require far more capital. He then used a long checklist to select bars before choosing brain food as the initial niche.
Core principles
- 01Choose the economic game before designing the product
- 02Distribution fit matters alongside customer demand
- 03A category should work across intended channels
- 04Existing exits can reveal a viable commercial blueprint
How to run it
- 1
Reject hostile economics
Estimate how much capital each candidate category requires to manufacture and scale. Remove categories that exceed the realistic funding plan.
Pro tip Compare freight, packaging, and working capital, not only ingredient cost.
Watch out A large market does not rescue an unaffordable cash cycle.
- 2
Score channel fit
Check whether the product's weight, dimensions, shelf life, and buying behavior suit e-commerce and physical retail.
Pro tip Prefer a form factor that gives you more than one viable distribution channel.
Watch out Online convenience for the seller does not prove consumers buy the category online.
- 3
Check market headroom
Assess whether the total market is large and growing enough for the intended outcome.
Pro tip Look for observable category sales and relevant precedents.
Watch out Treat an acquisition precedent as evidence, not a guarantee.
- 4
Carve out a niche
Identify a customer promise that is distinct from the dominant positioning in the chosen category.
Pro tip Map what competitors emphasize before selecting the gap.
Watch out Novel positioning still needs demand validation.
- 5
Validate product economics
Prototype, calculate COGS, and test whether the target retail price can move units while supporting the business model.
Pro tip Revisit the scorecard when formulation changes alter cost or shelf life.
Watch out A kitchen prototype is not yet a scalable commercial product.
In the wild
Nitz considered beverages but concluded their economics would require substantially more fundraising. Bars were light, compact, shelf-stable, and purchased through both online and retail channels, while the RXBAR acquisition offered a commercial precedent.
→ He chose bars as the category and brain food as the initial niche.
Common mistakes
Starting with positioning alone
A differentiated story cannot compensate for poor freight, shelf-life, or manufacturing economics.
Treating the thesis as demand proof
Nitz explicitly said the original belief that customers would come for brain food was wrong, even though it was a useful starting point.
Is it for you?
Best for
It is best for founders deciding among several CPG categories before substantial product development.
Not ideal for
It is not ideal for evaluating a finished product with a fixed category and established distribution.
From the transcript
“What is a category that can check like 10 boxes?”
“the original thesis was like if I make brain food 11 30 they they will come And um that was wrong”
From the episode
631: He Built a $125M Brain Food Brand With Just 10 People
Will Nitz