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Stop Guessing, Start Testing:
Why Data-Driven Decisions Win on Amazon With Matt Kostan

In this episode of The Launch Lab, Colin Raja interviews Matt Kostan, CEO and Co-founder of ProductPinion, about how to win on Amazon through data and experimentation. Matt discusses building DTC brands, overcoming fear of failure, and testing everything from branding to packaging. He also dives into the value of networking, product development insights, and why pattern interruption can make or break your Amazon listing.

Matt Kostan is the CEO and Co-founder of ProductPinion, a platform that empowers Amazon sellers to optimize their listings through real shopper feedback and A/B testing. With over a decade of experience in e-commerce, he has built and scaled multiple seven-figure brands across Amazon, Kickstarter, and other retail channels. Matt is a sought-after speaker at global conferences, known for his data-driven strategies that help brands convert insights into sales. His work has been featured in Forbes, Business Insider, and Entrepreneur.

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 Here’s a glimpse of what you’ll learn: 

  • [02:08] Matt Kostan shares how a pharmaceutical job sparked his e-commerce journey
  • [03:25] Lessons from becoming a top physical product seller on Groupon
  • [04:32] Transitioning to Amazon and discovering the power of split testing
  • [05:47] The importance of branding — and the risks of generic listings
  • [07:40] How Kickstarter provides crucial consumer insights before product launches
  • [10:53] Success story: How a unique main image helped dominate a competitive Amazon category
  • [14:18] Why most sellers aren’t testing — and how ProductPinion makes it easier than ever

In this episode…

Many brands face the challenge of launching successful products on Amazon due to unclear branding, weak product differentiation, and a lack of reliable feedback. The marketplace is crowded, competition is fierce, and data is often underutilized. How can sellers overcome analysis paralysis, test product concepts effectively, and build products that sell?

Matt Kostan, a seasoned e-commerce entrepreneur and expert in product validation, shares how embracing a test-and-learn mindset helped him transition from generic product selling to building sustainable brands.. Matt emphasizes the power of data-driven decision-making, including why consistent testing of product images, packaging, and messaging is essential. He also shares how early experiments with Groupon and Kickstarter gave him a foundation for iterating quickly and learning directly from real customers. His advice? Don’t wait for perfection — launch fast, gather feedback, and use that data to refine continuously.

In this episode of The Launch Lab, Colin Raja interviews Matt Kostan, CEO and Co-founder of ProductPinion, about how to win on Amazon through data and experimentation. Matt discusses building DTC brands, overcoming fear of failure, and testing everything from branding to packaging. He also dives into the value of networking, product development insights, and why pattern interruption can make or break your Amazon listing.

Resources Mentioned in this episode

Quotable Moments: 

  • "At the end of the day, if you don't try, you won't ever succeed."
  • "Don't worry about analysis paralysis; test, test, test, and collect as much data as possible."
  • "I like creating stuff that I would personally use — that's where I've found the most success."
  • “Putting the brand name and attaching the brand name to the product made it sell that much better.”
  • “Selling anywhere is never just one and done. It’s always that iteration that gets you the gains.”

Action Steps: 

  1. Start testing your product concepts early: Validating ideas before launching helps avoid costly mistakes and builds customer-focused products from the start.
  2. Optimize your Amazon main image with A/B testing: A standout visual can dramatically increase click-through rates and sales performance in competitive marketplaces.
  3. Use customer feedback to guide product development: Insights from real users highlight blind spots and suggest improvements that can elevate product-market fit.
  4. Build a recognizable brand, not just a listing: Branding deters copycats and increases perceived value, which boosts conversions and customer loyalty.
  5. Connect regularly with other sellers and experts: Networking accelerates learning, sparks innovation, and prevents entrepreneurs from operating in an echo chamber.

Sponsor for this episode...

This episode is brought to you by Colin Raja, a seasoned Amazon seller and consultant specializing in product launches and brand growth on Amazon. 

With a decade of experience, Colin has developed multiple seven-figure brands and now focuses on helping others achieve similar success through data-driven strategies. 

His expertise encompasses brand strategy, product launches, ecommerce marketing, and optimizing the customer journey. 

Discover how Colin can elevate your Amazon business by connecting with him on Facebook, LinkedIn, and Instagram.

Colin Raja  |  2024, All Rights Reserved

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