Key learnings from e-commerce company Pattern’s IPO filing

Pattern, an e-commerce company specializing in assisting online sellers to distribute their products across various marketplaces, has recently filed for an initial public offering, sparking discussions about the sustainability of marketplace-centered business models.

The Utah-based company outlined its robust revenue and profits in its IPO application to the Securities and Exchange Commission, positioning itself for a potential Nasdaq listing under the ticker symbol “PTRN.” Pattern reported revenue of $1.1 billion and a profit of $47 million in the first half of 2025, showing growth from $841 million and $35 million, respectively, a year prior.

According to Bloomberg, Pattern’s IPO could potentially raise around $400 million. This move follows a funding round in 2021 where the company secured $225 million at a valuation of $2 billion, led by Knox Lane.

Established in 2013 under the name iServe, Pattern describes its core mission as an “e-commerce accelerator” that aids brands in navigating e-commerce giants like Amazon and other international marketplaces. At its core, Pattern purchases inventory from brands wholesale and resells it online while also offering additional services like logistics, fulfillment, product listing, and advertising. However, the IPO filing does not specify the revenue breakdown from these various services.

Pattern’s IPO is a significant development in the Amazon seller ecosystem, characterized by both impressive valuations and catastrophic failures within Amazon-centric businesses. Demonstrating profitability could reassure investors about Amazon’s sustainability as a key platform for building a successful business. Yet, going public introduces risks due to Pattern’s heavy reliance on Amazon, slim profit margins, and its dependency on brand relationships that it does not own outright.

Analyst Juozas Kaziukėnas highlighted this risk, stating, “At the end of the day, they ultimately don’t own any of these brands. Once exclusivity expires, the brand can take their products and sell it themselves on Amazon or sell it through a different reseller.”

Pattern’s IPO filing reveals several key points of interest:

1. Strong Revenue Growth and Profitability
Pattern reported revenue of $1.8 billion in 2024, up from $1.36 billion in 2023 and $991 million in 2022. The company achieved a net income of $68 million in 2024, marking its first profitable year. This places Pattern ahead of many players in the e-commerce realm who struggle to transition growth into sustainable earnings. However, the company operates on slim profit margins, evident in its 3.8% net margin in 2024, comparable to major e-commerce players like Amazon.

2. Heavy Dependence on Amazon
Despite operating on more than 60 global marketplaces across 100 countries, Pattern received 94% of its 2024 revenue from Amazon, mostly from its U.S. marketplace. This concentration poses a significant risk, especially given Amazon’s history of iteratively changing rules and margins for sellers.

Rick Watson, CEO of RMW Commerce Consulting, cautioned about the challenges Pattern might face as Amazon raises fees and updates policies, making it hard for Pattern to increase earnings from sellers due to limited margins.

Pattern has shown growth potential by exploring alternative channels like Walmart Marketplace, which reported a 25% increase in global e-commerce sales partially attributed to its third-party marketplace. Diversifying its marketplace presence beyond Amazon could represent a substantial opportunity for Pattern.

3. Brand Relationship Dynamics
While Pattern enjoys strong partnerships with brand partners, making up 87% of its revenue from brands retained for over a year and 48% from partners for over five years, the IPO filing specified that two brands collectively account for more than 10% of its revenue. This concentration poses a risk if either of these brands decides to part ways with Pattern.

A potential departure of major brands could create a significant revenue gap for Pattern, highlighting the risk associated with such concentrated partnerships.

4. Contrasting with Failed Peers
Pattern’s IPO filing contrasts with other Amazon ecosystem companies that faced financial turbulence. Notably, Pharmapacks, a former top Amazon seller, filed for bankruptcy in 2022 after a failed SPAC deal due to funding challenges. Similarly, Etailz, rebranded as Kaspien, ceased operations in 2023 following years of losses and declining revenue.

Pattern stands out for its profitability, showcasing a more cautious approach to operations compared to its failed counterparts. Investors evaluating Pattern’s IPO must weigh the cautionary tales of failed Amazon sellers against Pattern’s disciplined financial approach.

5. Technology-Driven Growth Strategy
Pattern promotes its AI-driven platform as a key competitive advantage.