If It Doesn’t Work on a Napkin, It Won’t Work at All

The Simplest Way to Spot a Broken Business Model

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Today’s Docket

  • News Stories:

    • Kesha Ventures into Tech Entrepreneurship with 'Smash' (TechCrunch)

    • Glasses-Free 3D Technology Makes a Comeback (Wired)

  • Startup Insight: If It Doesn’t Work on a Napkin, It Won’t Work at All

  • Business Idea: Mobile Coffee Cart

  • Resources: Forbes: Why the Best Ideas Fit on a Napkin

Latest News From the World of Business

  • (1) Kesha Ventures into Tech Entrepreneurship with 'Smash' (TechCrunch)
    Pop star Kesha has launched a new startup named Smash, aiming to create a community-based platform that connects and protects music creators. This initiative aligns with her mission to support artists and foster collaboration within the music industry. Smash is envisioned as a space where musicians can network, share resources and safeguard their creative works.

  • (2) Glasses-Free 3D Technology Makes a Comeback (Wired)
    A new generation of glasses-free 3D technology is emerging, promising a more comfortable and compelling experience across various devices like laptops, tablets and computer monitors. Led by companies like Leia Inc., this technology combines eye-tracking cameras, lenticular lenses and AI-driven motion prediction to create realistic 3D visuals without the need for wearable accessories. The trend is gaining traction in the gaming industry, with companies like Samsung and Lenovo integrating 3D screens in premium monitors and gaming laptops.

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Avoid Expensive Mistakes. Start with Napkin Math.

Business ideas can be seductive. They can make you feel like you’ve struck gold but in reality, most ideas fall apart when you run the numbers. 

Long before a startup meets investors or a product lands on Product Hunt, someone somewhere should sketch out an idea on the back of a napkin. Some of the world’s most successful companies began this way—through scribbled thoughts, rough numbers and quick what-ifs. It's called napkin math, one of the most underrated tools in the builder’s toolkit. 

Napkin math is the ability to break down a business idea  into its essential parts without opening a spreadsheet. In simple words, it's the quick-and-dirty arithmetic that helps pressure-test your business idea before you’ve sunk money and time into building it. The idea is not to be precise but to give a clear assumption of what makes or breaks a business. 

“If your business model doesn’t work on the back of a napkin, it won’t work in a spreadsheet.”

- Peter Thiel, co-founder of PayPal, Palantir and author of Zero to One

Napkin math doesn’t guarantee success. But it prevents a particular kind of failure: the kind where you spend six months and $60,000 building something that was doomed from the start. 

So next time you find yourself with an idea for a business, resist the urge to jump straight into strategy. Grab a pen. Find a napkin. Do the math. If it makes sense there, then maybe—just maybe—it’s worth taking to the next level.

 At its core, napkin math is made up of four things:

  • How much could this realistically make? 

  • What does it cost to deliver, and what’s left?

  • Does each customer earn more than they cost?

  • What happens when you grow? 

Now, let's walk through a clean, ready-to-use napkin math format.

Business Idea: Mobile Coffee Cart

Imagine you set up a small, high-quality coffee cart that serves espresso drinks and pastries in a high-football area, near an office park, farmer’s market or university.

The Offer:

  • Product: Lattes, cappuccinos, cold brew, tea and baked goods

  • Average Sale per Customer: $6

  • Target Customers per Day: 50

  • Days per Month: 22 (Monday to Friday)

Napkin Math Breakdown

Revenue:

  • 50 customers/day × $6 = $300/day

  • $300/day × 22 days = $6,600/month

Costs:

Item

Monthly Cost

Coffee beans, milk, cups, etc.

$1.50/drink × 50 drinks/day × 22 days = $1,650

Pastries (buy wholesale)

$1/item × 25/day × 22 days = $550

Cart rental or lease

$500

Location permit

$200

Gas & maintenance (if mobile)

$150

Marketing (flyers, local ads, loyalty cards)

$150

Misc. (cleaning supplies, backups)

$150

Total Monthly Costs ≈ $3,150

Outcome:

  • Revenue: $6,600

  • Costs: $3,150

  • Monthly Profit: $3,450

  • Net Margin: ~52%

  • Break-even Sales: $3,150 ÷ $6 = 525 customers/month or ~24 per day

What Napkin Math Tells You

  • You only need ~25 loyal customers a day to cover costs—break-even is reachable.

  • Every extra customer beyond that is high-margin revenue.

  • You can experiment small — no massive up-front investment, no tech dependency.

  • If you grow, you could add a second cart, a weekend market stall, or start your own roasting.

Download Our free Napkin Math Worksheet and do the back-of-the-envelope math that matters:

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Disclaimer: The startup ideas shared in this forum are non-rigorously curated and offered for general consideration and discussion only. Individuals utilizing these concepts are encouraged to exercise independent judgment and undertake due diligence per legal and regulatory requirements. It is recommended to consult with legal, financial, and other relevant professionals before proceeding with any business ventures or decisions.

Sponsored content in this newsletter contains investment opportunity brought to you by our partner ad network. Even though our due-diligence revealed no concerns to us to promote it, we are in no way recommending the investment opportunity to anyone. We are not responsible for any financial losses or damages that may result from the use of the information provided in this newsletter. Readers are solely responsible for their own investment decisions and any consequences that may arise from those decisions. To the fullest extent permitted by law, we shall not be liable for any direct, indirect, incidental, special, or consequential damages, including but not limited to lost profits, lost data, or other intangible losses, arising out of or in connection with the use of the information provided in this newsletter.