Zappos doing things that don't scale

In 1999, a frustrated shoe shopper named Nick Swinmurn found himself on a fruitless quest for a pair of Airwalk Desert Chuka boots. After visiting multiple stores and coming up empty-handed—finding the right color but wrong size at one location, and the right size but wrong color at another—Swinmurn had an epiphany that would transform the retail industry: What if people could buy shoes online?

This simple question led to the creation of Zappos, a company that would eventually sell to Amazon for $1.2 billion. But the path from frustration to billion-dollar acquisition wasn’t straightforward, and it began with one of the most creative examples of “doing things that don’t scale” in startup history.

The Problem: Testing an Unproven Market

In 1999, e-commerce was still in its infancy. While some products had successfully moved online, shoes seemed particularly resistant to digital sales. The conventional wisdom was clear: people needed to try on shoes before buying them. The tactile experience of feeling the material, testing the fit, and seeing how they looked on your feet was considered essential to the shoe-buying process.

Swinmurn had a different hypothesis. He believed that if he could offer a wide selection, good prices, and—most importantly—free shipping and free returns, people would be willing to buy shoes online. But testing this hypothesis presented a significant challenge.

Starting an online shoe store the traditional way would have required massive upfront investment: warehouses full of inventory, complex logistics systems, and significant capital. If Swinmurn’s hypothesis was wrong, this would have been a costly mistake. He needed a way to test the market without the enormous initial investment.

The Unscalable Solution: The Wizard of Oz Technique

Rather than raising millions in venture capital to build warehouses and purchase inventory, Swinmurn devised an ingeniously simple approach that would later become known as the “Wizard of Oz” technique—creating the illusion of a fully automated system while manually fulfilling orders behind the scenes.

Swinmurn approached local shoe stores in San Francisco with a proposition: he would take pictures of their inventory and post them on his website, which he initially called Shoesite.com. If customers ordered any of these shoes online, he would return to the store, purchase the shoes at retail price, and ship them to the customer.

This approach was completely unscalable. For each order, Swinmurn would:

1. Receive the order through his website
2. Drive to the local shoe store
3. Purchase the shoes at full retail price (meaning he made no profit, and sometimes even took a loss when factoring in shipping)
4. Package the shoes himself
5. Ship them to the customer

The process was labor-intensive, inefficient, and ultimately unsustainable as a long-term business model. But it wasn’t meant to be sustainable—it was designed to test a hypothesis with minimal investment.

The Execution: Building Trust One Shoe at a Time

With his camera in hand, Swinmurn visited Footwear Etc., a shoe store in Sunnyvale, California, and pitched his idea to the manager. “I’ll take some pictures, put your shoes online, and if people buy them, I’ll come back here, pay full price, and ship them to the customer,” he explained. The store had nothing to lose, so they agreed.

Swinmurn created a basic website featuring photos of the shoes he had cataloged. The site was simple but functional, creating the illusion of a fully-stocked online shoe store. To customers, it appeared that Shoesite.com had a warehouse full of inventory and sophisticated fulfillment systems. In reality, it was just Nick, his camera, and his car.

When orders came in—and they did—Swinmurn would drive to the store, purchase the shoes, and ship them himself. This manual process allowed him to interact directly with customers, understand their needs, and refine his approach based on real feedback.

The strategy also allowed Swinmurn to test different aspects of his business model:

• Would people buy shoes without trying them on first?
• How important was free shipping and free returns to the purchasing decision?
• What types of shoes sold best online?
• What information did customers need to feel confident making a purchase?

Each order provided valuable data that helped shape the future of the company. And while the approach wasn’t profitable in the short term, it provided something far more valuable: validation of the core business concept.

The Evolution: From Shoesite to Zappos

As orders increased, Swinmurn’s manual fulfillment process became increasingly unsustainable. But that was actually a good problem to have—it meant his hypothesis was correct. People were indeed willing to buy shoes online if given the right conditions.

With proof of concept in hand, Swinmurn was able to attract investment, including from Tony Hsieh, who would later become CEO of the company. In 1999, Shoesite.com was renamed Zappos (derived from “zapatos,” the Spanish word for shoes), and the company began transitioning from the Wizard of Oz model to a more traditional e-commerce operation.

The company leased a small warehouse and began purchasing inventory directly from manufacturers. This shift allowed Zappos to scale beyond what was possible with the manual fulfillment model, but the lessons learned during those early days continued to influence the company’s approach.

The direct customer interactions from the manual fulfillment days had shown Swinmurn and his team the importance of customer service in building trust. This insight became central to Zappos’ identity, with Tony Hsieh famously declaring that “Zappos is a service company that happens to sell shoes.”

The Lessons: What Zappos Teaches Us About Doing Things That Don’t Scale

Zappos’ early approach offers several valuable lessons for entrepreneurs:

1. Test Before You Invest

By using the Wizard of Oz technique, Swinmurn was able to test his business hypothesis without the massive upfront investment that would traditionally have been required. This approach minimized risk while still providing valuable market validation.

The alternative—raising millions in venture capital to build warehouses and purchase inventory before knowing if people would buy shoes online—would have been far riskier. If the hypothesis had been wrong, the losses would have been substantial.

2. Focus on Learning, Not Efficiency

The manual fulfillment process was inefficient by design. It wasn’t meant to be a long-term solution but rather a learning tool. Each manual transaction provided insights that would have been difficult to obtain through market research or focus groups.

By directly engaging in the fulfillment process, Swinmurn gained firsthand knowledge of customer expectations, pain points, and preferences. This knowledge proved invaluable as the company scaled.

3. Create the Illusion of Completeness

To customers, Shoesite.com appeared to be a fully-functioning online shoe store. They had no idea that their orders were being fulfilled manually by the founder driving to local shoe stores. This illusion of completeness was crucial to testing the market accurately.

If Swinmurn had been transparent about the manual process, it might have affected customer behavior and skewed the results of his experiment. By creating a seemingly complete product, he was able to get authentic market feedback.

4. Embrace Constraints as Catalysts for Creativity

The constraints of limited resources forced Swinmurn to find creative solutions. Rather than viewing the lack of capital as an insurmountable obstacle, he used it as a catalyst for innovation.

This approach—turning constraints into advantages—would become a recurring theme in successful startups. Limited resources often lead to more creative, focused solutions than abundant funding.

5. Prioritize Customer Experience Over Operational Efficiency

Even in the earliest days, when Zappos was just Nick Swinmurn and his camera, the focus was on creating a positive customer experience. The free shipping and free returns policy, which became a hallmark of Zappos, was in place from the beginning, even though it made the already inefficient fulfillment process even less profitable in the short term.

This prioritization of customer experience over operational efficiency would become a defining characteristic of Zappos under Tony Hsieh’s leadership.

The Impact: How Zappos Changed Retail

The unscalable beginnings of Zappos had a lasting impact on both the company and the broader retail industry:

For Zappos

The lessons learned during the Wizard of Oz phase shaped Zappos’ culture and approach to business. The company’s legendary customer service—including its 365-day return policy and 24/7 customer service line—can be traced back to insights gained during those early, manual days.

As Tony Hsieh took over as CEO, he built upon these foundations, creating a company culture centered around customer service that became as famous as the company’s products. The Zappos approach to customer service has been documented in books, studied in business schools, and emulated by companies across industries.

For the Retail Industry

Zappos helped prove that people would buy products online that conventional wisdom suggested required in-person shopping. This validation accelerated the broader shift toward e-commerce across retail categories.

The company’s emphasis on free shipping and free returns also set new standards for online retail. What was once a competitive advantage became an industry expectation, forcing other retailers to adapt.

The Transition: From Unscalable to Scalable

As Zappos grew, it gradually transitioned from the unscalable Wizard of Oz approach to more sustainable operations:

Inventory Ownership

Instead of photographing shoes in local stores, Zappos began purchasing inventory directly from manufacturers. This shift allowed the company to control its supply chain, improve margins, and ensure product availability.

Warehouse Operations

The company invested in warehouses and logistics systems, moving from manual fulfillment to sophisticated operations capable of processing thousands of orders daily. By 2003, Zappos had moved its headquarters to Las Vegas, in part to be closer to UPS shipping hubs and improve delivery times.

Customer Service Scaling

While the company scaled its operations, it maintained the personal touch that had characterized its early days. Zappos became famous for its customer service, with representatives empowered to spend as much time as needed with customers and send personalized notes with orders.

This transition—from unscalable to scalable while preserving the core values—is perhaps the most impressive aspect of the Zappos story. Many companies lose their soul as they scale, but Zappos managed to institutionalize the customer-centric approach that had been born out of necessity in its earliest days.

The Acquisition: Recognition of Value

In 2009, Amazon acquired Zappos for approximately $1.2 billion. The acquisition was a testament to the value Zappos had created, not just in terms of revenue but in customer loyalty and brand reputation.

Interestingly, Amazon allowed Zappos to continue operating largely independently, recognizing that the company’s unique culture was a key part of its success. This decision—unusual for acquisitions of this size—speaks to the strength of the Zappos approach and the value Amazon placed on preserving it.

The Legacy: Beyond Shoes

The legacy of Zappos’ unscalable beginnings extends beyond the company itself. The Wizard of Oz technique pioneered by Nick Swinmurn has become a standard approach for testing business hypotheses with minimal investment.

Today, the technique is taught in business schools and startup accelerators as a way to validate ideas before committing significant resources. It has been adapted for various industries and use cases, from software development to service businesses.

The broader philosophy—doing things that don’t scale to learn and validate before scaling—has become a cornerstone of lean startup methodology. Paul Graham, co-founder of Y Combinator, popularized the concept in his influential essay “Do Things That Don’t Scale,” citing examples like Zappos as evidence of the approach’s effectiveness.

The Founder’s Journey: From Frustration to Innovation

Nick Swinmurn’s journey from frustrated shoe shopper to innovative entrepreneur illustrates the power of personal experience in identifying market opportunities. His frustration with the traditional shoe shopping experience led him to question industry assumptions and imagine a different approach.

This pattern—founders solving problems they’ve personally experienced—is common among successful startups. The personal connection to the problem often provides insights and motivation that might be missing when entrepreneurs target markets they don’t personally understand.

After leaving Zappos, Swinmurn went on to found other companies, including RNKD, a platform that rewarded shoppers for loyalty to clothing brands. While these ventures haven’t reached the same scale as Zappos, they reflect Swinmurn’s continued interest in reimagining retail experiences.

The Leadership Evolution: Tony Hsieh’s Impact

While Nick Swinmurn founded Zappos and pioneered its unscalable early approach, Tony Hsieh’s leadership was instrumental in scaling the company while preserving its customer-centric values.

Hsieh, who initially invested in Zappos through his venture capital firm Venture Frogs, became CEO in 2000. Under his leadership, Zappos developed its famous company culture, centered around ten core values that emphasized customer service, personal growth, and community.

Hsieh’s approach to leadership—focusing on employee happiness as a path to customer happiness—built upon the foundation laid during the company’s unscalable beginnings. The direct customer interactions of those early days had shown the importance of the human element in online retail, and Hsieh institutionalized this insight through Zappos’ culture and practices.

The Counterintuitive Truth: Sometimes Slower is Faster

The Zappos story illustrates a counterintuitive truth about building businesses: sometimes, the seemingly slower path is actually the faster route to sustainable success.

By taking the time to manually fulfill orders and learn directly from customers, Zappos built a foundation of knowledge and values that supported its later growth. This approach—prioritizing learning over immediate efficiency—allowed the company to avoid costly mistakes and build a business model that truly resonated with customers.

In contrast, many startups that rush to scale before validating their core assumptions end up growing in the wrong direction, wasting resources on approaches that ultimately fail to connect with customers.

Conclusion: The Wisdom of Unscalable Beginnings

The story of Zappos’ unscalable beginnings offers a powerful lesson for entrepreneurs: sometimes, the best way to build something big is to start by doing things in ways that won’t scale.

Nick Swinmurn’s approach—taking pictures of shoes in local stores and manually fulfilling orders—was never meant to be a long-term solution. It was a means to an end, a way to test assumptions and learn directly from customers without the massive upfront investment that would traditionally have been required.

This willingness to embrace inefficiency in service of learning allowed Zappos to validate its core business model, refine its approach based on real customer feedback, and build the foundation for what would become a billion-dollar company.

In an era of abundant venture capital and pressure for rapid growth, the Zappos story reminds us of the value of starting sma
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