Awaken* newsletter

September 5, 2024

SHARE:

Fifty thousand dollars. That’s the average cost of in-vitro fertilization (IVF) treatment in the US. Although the number of employers covering fertility treatment has risen significantly over the past few years, the percentage of employers that provide fertility benefits is still around 40%. This has left many hopeful parents stranded, unable to afford the hefty price tags out-of-pocket.

The good news is that we have many talented people working on this issue. Tammy Sun is the CEO and co-founder of Carrot Fertility, a startup that has raised more than $115 million to help employers, health plans, and health systems provide comprehensive fertility care benefits to people globally. We sat down with Tammy to chat about her work with Carrot and reflections on her founder journey.

TLDR; Key Takeaways

If you only have a few minutes, here are a few golden nuggets from our conversation with Tammy:

  • Storytelling is a core component of innovation. Whether you’re pitching investors, engaging with potential hires, launching a new product, or closing new customers, it’s critical that you can clearly articulate and curate the value proposition to each of your stakeholders. Practicing this skill will naturally lead to new conversations about how your product/service could be improved. 
  • The best way to build something people want is to listen to your customers’ problems. When talking to potential customers, give them the breathing room to talk generally about problems they are facing. This can provide valuable insight into the meaningful problems that need solving.
  • Choose a problem you want to work on where you have a personal connection to the issue, especially in healthcare. If your startup succeeds, you will be working on the same problem for 10+ years. Choosing a problem that you will have a lifetime of curiosity about will keep you motivated.
  • In the early stages of fundraising, focus on discovering your early believers instead of convincing people to care. Your early backers should be people who are as visionary as you are about your problem. Don’t waste time convincing investors who can’t be convinced, move on quickly.
  • Different stages of company building can require different employees. It’s important to remember that very few people can support your company from day 1 to an exit because most don’t have that prior experience. As a founder, you want to assess if the team you have is able to help you reach your next few milestones and reassess the next key growth stage of your company.  
  • The CEO acts as a culture’s pacesetter. As simple as it may be, you need to reflect on the behavior and aura you would like to see within your company. Alignment around company culture starts with you. 

What made you decide that starting a company was the right answer to the lack of access to fertility care?

Before starting Carrot, I spent some time in government, policy, and political work. There’s definitely a huge opportunity through policy to make large-scale improvements and changes to healthcare and other areas that can impact millions of people, particularly around regulatory issues related to fertility care, pregnancy care, and menopause care. But, I think the private sector and companies have a unique sharpness that can impact people in direct ways that nonprofits, legislative efforts, or even judicial efforts can’t.

In this country, whether you like it or not, people get most of their healthcare through their jobs. Employers, health plans, and the partners within the healthcare ecosystem that work with them are very much the primary delivery and distribution mechanisms for healthcare. I really believe that lifelong fertility care–from preconception all the way through menopause, low testosterone, and midlife care–is a vital and fundamental part of human healthcare. In order to bring fertility care to the table as a first-class citizen within the healthcare stack of work, we committed ourselves to making it easy for employers of any size, anywhere in the US and around the world, to customize their products and deliver fertility benefits to their employees in a way that is easy and seamless, and really elevates the experience for those employees.

There’s a place for all different types of work and activity that can impact this space, including nonprofits and public sector work at the federal and state levels. For us, we felt that the private sector and the company vehicle specifically were going to be the most impactful for the change we wanted to see in the world.

What valuable skills did you learn during your time in the public sector that are transferable to what you’re doing now?

In both the public and private sectors, as well as the nonprofit sector, the ability to clearly articulate your ideas with strong and compelling stories is really important. Whether you are in the public sector arguing for a piece of legislation or a specific law, or you’re in the private sector raising capital, launching products, or even recruiting talent and hiring people, it really depends on how good you are at telling your story and articulating an idea about the future. That’s something I was really able to bring with me in that transition.

We know that you played around with a few other ideas including some D2C ideas before committing to your current idea. How did you land on your current business?

It’s a great question. I’m an avid consumer of B2C-type healthcare products. I wear all the wearables and things like that. But as I said, if you’re really talking about healthcare with a capital H, you have to figure out a way to integrate with plans, payers, and employers. We tried many different ideas in the first year and a half of the company. Some of them were direct-to-consumer. We tried to make it really easy for people to access loans and financing. Ultimately, we shut that part down because we didn’t really want to be in the business of financing as the single solution. Medical debt is the number one reason that Americans file for bankruptcy, and we didn’t want to contribute to that. It’s great for some people, but at scale, it’s not a worthwhile solution. We tried all sorts of direct-to-consumer things. I didn’t know anything about benefits, employers, or the many acronyms in the space like ERISA, HIPAA, HRA, or HSA. But what I knew in the early days was that when I started talking to potential customers, all they wanted to do was talk about their problems and what kind of product they would be interested in if we were to build it. The enthusiasm and desire for a product that would make it easy for HR leaders and benefit leaders to meet their needs within their employee population was striking from day one. As soon as we pursued that avenue, we never stopped.

Within the fertility care industry, what do you think founders and other innovators should be focusing on?

I feel like the right match between the founder and the problem is as important as the match between the product and the market. What you want to do if you’re a founder thinking about starting a company is to make sure you have an almost never-ending well of curiosity about the problem you’re trying to solve. You don’t really need to have a clear solution in the early days, but you must have unending curiosity and empathy, particularly in healthcare. You need to understand who is impacted by the problem, who is hurt by it, and who feels pain as a result. Spend a lot of time understanding what that looks like even before you think about trying different MVPs and ways to solve it. If you have a personal connection to the issue, especially in healthcare, it contributes to a lifelong curiosity about how people experience the problem you’re trying to solve. This continuous curiosity allows you to keep innovating even two, three, five, or ten years later, building products and services that add value to people’s lives.

Given that fertility care has only recently seen an influx of venture capital, what do you think are potential exit options for fertility companies?

There are lots of ways along the journey to create liquidity for investors, shareholders, early employees, etc. As the category matures, those opportunities will increase, and we’ll see a lot more diverse outcomes across the category. That’s a good thing; it’s a sign of progress and market maturity. I’m excited about that because I think it’s coming. For early-stage founders, it’s less important to spend time mapping corporate strategy and how you are going to get to an exit. Instead, be maniacal about serving customers and the rest will generally sort itself out. But to your point, this category has been ignored for a long time, so it’s exciting to see how this area of healthcare is getting attention and being prioritized as an area of opportunity for investment.

When you were choosing an idea, was the total addressable market something that you thought about? 

Certainly, in the earlier days, it’s almost a conversation that doesn’t really need to be had. Generally, you want to try to solve a very specific thing really well out of the gate and then use that as a wedge and leverage to expand from there. But I did spend a lot of time evangelizing and educating different people, particularly investors, to address questions about how big the TAM would be. I had to explain why egg freezing was not a niche problem and all the things that, in retrospect, I’m sure you could appreciate as well. It’s very clear now and it’s part of the mainstream conventional wisdom that this is a very large area of healthcare. It affects almost every human being—people who are pregnant, and people who are not pregnant. We were the first to launch a menopause product into the employer market a few years ago, and we really think about that as both reproductive and post-reproductive fertility care. If we were to talk about menopause care five years ago, the category hadn’t matured enough where people would even take that seriously. 

If you’re new to fundraising, it’s a little bit jarring in the early days to get so many rejections, particularly if you’re generally a high-achieving person. I wouldn’t think about fundraising as convincing. I would think about it more as discovering, especially in the early days. It’s less about trying to convince a lot of people about your TAM and more about moving on quickly from people who you sense can’t be convinced and finding people who are as visionary and evangelical about your problem set as you are. 

How did you think about making your first few hires? Why did you hire them, and what lessons did you learn from those first few hires?

The first few hires generally are partially a function of who’s around you. What’s your current community like, whether it’s college or whether you’re in New York or Silicon Valley? What is your immediate vicinity, and who’s in your personal network? An important thing about your first few hires is understanding how to discern when the first few hires have hit their ceiling. You’ll have your first few hires, and then you’ll have your first few fires. The latter is probably as important as the former. 

Very few people can scale a company from zero to 100 million and be able to excel for that entire journey. More people will be particularly excellent at a particular stage of the company, whether it’s zero to a million, a million to 10, or 10 to 30. As a founder, you want to be able to hire and understand what the business needs, not just in this moment, but in the next few moments that are coming. And then, regardless of your personal relationships, you have to be able to shake your team up if needed and build it for the next phase. Sometimes that means you stick with some folks from your founding team. Sometimes that means you separate, and that’s okay. They’ll always be part of the story, but hiring and firing is probably one of the most challenging aspects of early-stage company building.

How did you think about culture-building? 

The thing that was most important for me was that the people in the early team were as obsessed as I was with customers, users, the product, and the problem. We knew very early on that the product would change and it would change very quickly. You want to be surrounded by people who are just as curious as you are about all the things that really matter. I was very lucky that I had a lot of people around me in those early days where our curiosity matched each other. Our level of intensity and our level of passion were all well-calibrated with each other.

Where you find problems, especially in early-stage company culture, is if that calibration is off and some people are running at different speeds. You want your initial team to be extremely aligned, running at the same speed. Everyone should be equally passionate, curious, and taking advantage of the fact that you are early and minimal; so information, knowledge, and insights can travel very fast within the team. As a CEO, you are generally the pacesetter when it comes to progress and culture. I would encourage early-stage founders to think of themselves as pacesetters and examples so that others can see what kind of behavior comprises the culture of a company.

How has your identity as an Asian impacted your founder journey?

The area where it has impacted me is representation, meaning I didn’t have that many Asian role models coming up. That absence has really emphasized the need for empathy, not just for other founders, but also for users and members. For example, considering where our users come from. Where do they feel like there are no role models? Where do they feel like there is no precedent? Where do they feel like it’s lonely? I think my own experience has enlarged and augmented my sense of empathy in all directions with other founders, but also within my customer base and my membership base as well.

Can you share more about the policy-related work Carrot has been doing or that you’ve personally been doing in Alabama to expand and protect access to IVF and other fertility benefits?

What happened in Alabama was bad. We anticipated it and moved very quickly to make sure that our members who were impacted in Alabama were supported. While the change didn’t affect a huge number of members, it was significant from a cultural and media perspective. We made sure that members were communicated with, that customers who were impacted felt supported, and that we were able to answer lots of questions from our partners within our ecosystem.

A silver lining of the Alabama situation is that a strong bipartisan consensus emerged in favor of access to IVF. You saw Democrats, Republicans, and independents all speak up in favor of IVF and fertility care as a fundamental part of healthcare. This is medical care. I saw almost no voices trying to restrict access to it from a political or policy perspective. That is a significant silver lining and an area where we’ve tried to center ourselves and expand the consensus in favor of support. We believe that anything that prohibits or decelerates access to care is bad, and the Alabama event was certainly in that category.

Lastly, is there anything that you’d like to shout out or promote?

My friend April Koh. She’s the founder and CEO of Spring Health, which is a mental health company. She and I have known each other for a long time. She’s done such a phenomenal job in the mental health space with Spring, so I’d like to shout out April.

Related Articles

Angel Zhen Built a $500K Solo CPA Firm and Redefined Success

Stories

Angel Zhen Built a $500K Solo CPA Firm and Redefined Success

From Public Accounting to Personal Freedom

For most people in the accounting world, success looks like a corner office, a big team, and an endless stream of clients. For Angel Zhen, CPA, MST, success meant something entirely different — independence.

“I wanted to build something that valued freedom, quality, and impact,” he says. “After years in public accounting, I saw how the system rewarded long hours over real results. I knew there had to be a better way — to build a high-performing firm without sacrificing your life.”

That clarity led Angel to found Pasadena Tax CPA, a one-person practice that now generates over $500,000 in annual revenue and serves more than 300 clients nationwide. Angel’s work has earned national recognition from both CPA.com and the AICPA, including being named a 2025 Innovative Practitioner Award Finalist and 2025 Leadership Academy Selectee.

From Public Accounting to Personal Freedom

Turning Loss into Leadership

Angel’s story didn’t begin with business success. It began with loss.

“In April 2020, my dad passed away unexpectedly,” he recalls. “Because COVID hit and I was deep in tax season, I didn’t get to see him one last time. That moment changed everything — life, time, and purpose.”

Like many in Asian families, Angel describes his father as the pillar — the provider and decision-maker everyone looked up to. When he passed, Angel knew it was his turn to step up.

He moved back home to Rosemead, California, to take care of his mom and rebuild his life. What began as a moment of grief became a defining transformation. “Starting over during a pandemic forced me to innovate to survive,” he says. “I turned loss into fuel and fear into focus.”

Five years later, that focus became a thriving solo CPA firm built on innovation, strategy, and heart.

“There’s a Chinese saying, 苦尽甘来 — after bitterness comes sweetness,” Angel says softly. “Every struggle built the clarity, strength, and mindset that led me here today.”

Challenging the Traditional CPA Model

Angel’s biggest challenge wasn’t the market — it was his own mindset. As an Asian CPA, he grew up with messages about safety and stability: work hard, follow the rules, don’t take risks. But entrepreneurship demanded something different.

“I had to unlearn the belief that success required a big team, long hours, or a corporate ladder,” he explains. “I built systems, automations, and pricing models that gave me confidence and time back.”

Those systems didn’t just make him efficient — they made him exceptional. Today, Pasadena Tax CPA is recognized as one of the most efficient solo CPA firms in the nation, a model of what’s possible when technology meets intention.
His book, The Profitable Solopreneur Playbook, expands on that mission — teaching other CPAs and solo business owners how to build practices that generate both profit and freedom.

Challenging the Traditional CPA Model

Redefining Success in the Modern Asian American Dream

Angel’s success challenges a long-held cultural narrative — that stability and ambition are mutually exclusive. His mission is to show Asian professionals that they can have both.

“For the Asian community, I want to normalize the idea that you don’t have to choose between stability and ambition,” he says. “You can honor your roots while building your own path.”

Through mentorship, education, and storytelling, he’s helping others reclaim the idea of financial independence — not as a luxury, but as a form of empowerment. His philosophy is simple but powerful: “Build with intention, clarity, and courage.”

A Beacon of Innovation and Leadership

Angel’s recognitions from CPA.com and the AICPA are more than professional honors — they’re milestones in a larger movement to modernize the accounting industry.

“Being recognized by CPA.com as one of the most innovative practitioners isn’t just about accounting,” he says. “It’s about leadership, legacy, and resilience.”

His nomination for the 2025 Innovative Practitioner Award celebrates his ability to merge technology and empathy — running a fully remote, tech-driven practice that still feels deeply personal.
🗳️Vote for Angel Zhen, CPA → cpa.com/innovative-practitioner

Rooted in Legacy, Driven by Purpose

What drives Angel today isn’t just revenue or recognition — it’s the promise he made to himself after his father’s passing: to live with intention.

“I’m proud of building a $500K+ one-person CPA firm from scratch — without a team, referrals, or outside funding,” he reflects. “It’s proof that with clarity, systems, and consistency, one person can do extraordinary things.”

Beyond his business, he continues to inspire thousands of professionals across CalCPA, Asian Hustle Network, and beyond — showing that even in an industry built on rules, creativity and freedom can lead the way.

Rooted in Legacy, Driven by Purpose

About Angel Zhen, CPA, MST

Angel Zhen is the founder of Pasadena Tax CPA, a one-person firm serving clients nationwide with a focus on tax strategy, clarity, and efficiency. He has been recognized by CPA.com as a 2025 Innovative Practitioner Award Finalist and by the AICPA as a 2025 Leadership Academy Selectee. Angel is also the author of The Profitable Solopreneur Playbook, helping others design businesses that create both wealth and freedom.

🗳️Vote for Angel Zhen, CPA as the 2025 Innovative Practitioner

https://www.cpa.com/innovative-practitioner

Connect with Angel Zhen

LinkedIn: linkedin.com/in/angelzhencpa 

Website: www.pasadenatax.cpa

Founder-Images_3-2-scaled-jpg

Stories

Singapore’s Snack Revolution: How The Golden Duck Turned Salted Egg Yolk Into a Premium Global Phenomenon

Chris Hwang (left) and Jonathan Shen (right) – founders of The Golden Duck
Chris Hwang (left) and Jonathan Shen (right) – founders of The Golden Duck

Growing up with Asian snacks like salted egg yolk chips meant savoring flavors that felt both comforting and unforgettable. Yet when Jonathan Shen and Chris Hwang turned their eyes to the global market, they saw a different reality: these beloved treats were undervalued, underpriced, and largely overlooked by international consumers.

Back in 2015, Singapore’s FMCG market was crowded, dominated by established Western brands. Asian flavors were largely seen as niche, affordable snacks rather than premium products you’d gift or showcase in events.

Jonathan and Chris quickly recognized a gap: millennial consumers craved adventurous, culturally rooted flavors, but no brand was presenting them in a way that made people proud to share them.

They founded The Golden Duck with a vision to elevate Asian snacking to a globally aspirational experience.

Today, The Golden Duck has sold over 20 million packs worldwide, and is stocked in 650+ Woolworths and Metro stores.

How It Began: Inspiration from a Familiar, Unlikely Flavor

Jonathan Shen and Chris Hwang didn’t start with a massive budget or fancy offices. What they had was complementary expertise, and a shared passion for snacks. 

Jonathan, with a keen eye for branding and marketing, looked at salted egg yolk and asked: what if salted egg yolk could feel luxurious? 

While ubiquitous in Asia, it was rarely found outside hawker stalls or home-cooked dishes.

Chris, a stickler for quality and craftsmanship, understood that getting the recipe and packaging right could make all the difference.

When it launched, crowds queued for hours, wanting to get their hands on chips that tasted like home but looked like luxury. The Golden Duck’s Salted Egg Yolk later earned Jonathan & Chris recognition on Forbes 30 Under 30 Asia.

How It Went: Bold Flavors, Relentless Hustle

Entering a competitive FMCG market without big funding meant bootstrapping everything—from sourcing ingredients to hand-packing orders. They had to balance daring flavors with high-quality production, ensuring every snack met premium standards.

It wasn’t just about product innovation. Breaking into a market dominated by Western brands meant shifting perceptions: convincing consumers that Asian snacks could be modern and premium. Every unconventional pairing, every new flavor, was a calculated risk.

Chris ensured every ingredient and recipe exceeded expectations, while Jonathan told the story in a way that resonated with millennial snack enthusiasts.

They launched pop-ups, engaged directly with customers, and refined details one by one. Salted egg yolk became their signature flavor, but it was only the beginning. The Golden Duck now offers a growing range of gourmet Asian-inspired snacks, from Chilli Crab Seaweed to Tom Yum Goong and Spicy Mala Hot Pot.

What’s Next For The Golden Duck?

The Golden Duck isn’t slowing down. In 2025, the brand launched a new line of canister chips for Western markets including Australia, the United States, and Canada, with bold flavours like bold flavours like Truffle Wagyu, Kombu Seaweed Butter, and Sour Cream & Sriracha. At the same time, the company is actively entering new markets such as the UK, Europe, and China.

Innovation and sustainability remain at the heart of The Golden Duck’s strategy. The company continues to explore new flavors and formats while sourcing real ingredients to deliver premium, authentic taste experiences.

With every new flavor and product, Jonathan Shen and Chris Hwang are proving that Asian snacks can be premium and globally celebrated. Every bite is a story of heritage, innovation, and taste waiting to be told.

Connect With The Golden Duck

Website: https://www.thegoldenduck.co/

IG: @thegoldenduck.sg

@thegoldenduck.au

IMG_6214 (1)

Stories

From Prison to Purpose: How Tuan Huynh Brewed Redemption Into VietFive Coffee

When you walk into VietFive Coffee in Chicago’s West Loop, the first thing you notice isn’t the rich aroma of Vietnamese Robusta beans. It’s the energy. Strangers sit shoulder-to-shoulder, conversations spark, and a sense of belonging fills the air. For founder Tuan Huynh, this space is far more than a café. It’s proof that redemption is real.

Tuan didn’t set out to build a coffee brand. He set out to rewrite a life story that once seemed destined to end behind prison walls. Today, he’s not just serving bold coffee; he’s serving hope, heritage, opportunity, and community.

The Darkest Chapter

Tuan’s early life was marked by conflict. Born in Vietnam, his family fled to the U.S. when he was just three years old, carrying little more than hope for a better future. They settled in government housing, where poverty pressed down on daily life. Like so many kids searching for belonging, Tuan got swept into the culture of gangs and drugs. At just 18 years old, barely an adult, his life took a devastating turn.

Convicted of first-degree murder, Tuan was sentenced to life in prison with the possibility of parole after 15 years. He spent the next decade and a half in Lansing Correctional Facility, one of the country’s maximum-security prisons.

Prison has a way of stripping people of their identity. For many, it cements a cycle of despair. But for Tuan, it became the crucible where transformation began. “Even in the darkest places,” he says, “I knew my story wasn’t finished.”

Choosing Creativity Over Despair

Inside those walls, during the latter half of his prison experience, Tuan chose to reimagine his life. He leaned into art and design, creative outlets that gave him purpose and revealed a talent for visual storytelling. Every sketch, every concept was an act of defiance against the idea that his future had already been written.

When he was finally paroled on June 21st, 2011, a date and time he still recalls with reverence, Tuan stepped into a world that had changed beyond recognition. He was a free man, but freedom didn’t come with an instruction manual. He carried the stigma of incarceration, the weight of lost time, and the daunting task of rebuilding from scratch.

A Door Opens in the Most Unexpected Place

Determined not to waste his second chance, Tuan pursued higher education, earning a Bachelor of Fine Arts in Conceptual Design. His portfolio caught the attention of the world’s largest advertising agency, which offered him a role in Chicago. For a refugee kid who had once been told he would never amount to anything, it was validation.

But something was still missing. After eight years in advertising, Tuan felt the pull of something deeper, something personal. On a trip back to Vietnam, the first since leaving as a child, he discovered his family’s legacy: generations of farmers cultivating Robusta coffee. That revelation ignited a vision.

Coffee, he realized, could be the perfect medium. It wasn’t just a drink. It was heritage, resilience, and connection poured into a cup. And with that, VietFive was born.

Tuan Huynh (right) with his uncle

Building VietFive Against All Odds

Launching a business as a formerly incarcerated person was no small feat. Doors closed before Tuan could step through them. Banks hesitated, investors doubted, and skeptics assumed his past would define his future. But Tuan refused to let rejection write his story.

Instead, he built VietFive from the ground up, importing beans from his family’s farm, shaping the brand through design, and pouring his heart into creating not just a business, but a movement.

VietFive is vertically integrated, meaning Tuan controls the process from farm to cup. That ensures authenticity, quality, and fair practices. But more than that, it provides every sip tells a story. A story of Vietnamese resilience. A tale of personal redemption.

The Power of Representation

For Tuan, VietFive is not just about coffee. It’s about representation. Too often, the stories of immigrants, refugees, and formerly incarcerated people are missing from mainstream narratives. By building VietFive, Tuan created a stage where those voices can’t be ignored.

“When people drink our coffee,” he says, “I want them to taste more than flavor. I want them to taste legacy, survival, and pride.”

That representation extends to the community VietFive has built. Walk into the café, and you’ll see it as a true “third space” where all are welcome. From business leaders to students, from immigrants to lifelong Chicagoans, VietFive has become a gathering point for connection.

Turning Pain Into Purpose

Tuan’s proudest achievement isn’t revenue numbers, though VietFive is on track to approach seven figures this year. His real pride is seeing familiar faces return, watching conversations unfold, and knowing that his café has become a home for many.

The struggles he faced, incarceration, rejection, and underrepresentation, didn’t vanish. But he reframed them. Each obstacle became a stepping stone, each “no” a chance to persist, each bias an opportunity to prove that transformation is possible.

In Tuan’s words, “VietFive is not just about beans. It’s about belonging.”

A Vision for the Future

Tuan’s mission is clear: to elevate Vietnamese Robusta on the global stage, to create spaces of connection, and to rewrite narratives that society often overlooks. He envisions VietFive not only as a coffee brand but as a global movement rooted in heritage and social impact.

For the Asian community, VietFive stands as an affirmation, proof that their culture, history, and voices belong at the table. For those who carry the weight of incarceration or failure, it’s a beacon of hope that broken beginnings can lead to beautiful new chapters.

Redemption in Every Cup

At its core, VietFive is more than coffee. It’s a story of redemption steeped into every brew. It’s the story of a refugee child who stumbled, a prisoner who refused despair, and an entrepreneur who now builds bridges where walls once stood.

When you sip VietFive, you’re not just tasting Robusta, you’re tasting resilience. You’re part of a narrative that proves our past does not define our future.

As Tuan Huynh himself puts it: “VietFive is my second chance in a cup. And I want every person who walks through our doors to feel that same possibility, that no matter where you’ve been, there’s always a way forward.”

Connect with Tuan Huynh

AHS EMAIL ANGLE (5)

Blogs, Development

Understand Conversions with Attribution

To win your customers, you need to run many marketing activities across multiple channels. And then those conversions came pouring in, but you don’t exactly know where those conversions come from since there are too many ongoing activities. That’s what marketing attribution does. By assigning credit to touchpoints, you can gauge how effective each touchpoint is to the conversion.

There are two types of Attribution:

  • Single-source attribution: Credits are given fully to one touchpoint, assuming that is the most effective one at driving conversion.
  • Multiple-source attribution: More complex models. This type of attribution model acknowledges that multiple touchpoints contribute to the buying decisions and gives partial credit to each.

Understanding attribution will help you to know where the revenue comes from so you can optimize your budget and gain more from your spending. to said touchpoint makes it more effective and less costly. Understanding the journey can help you win the race.

Why Asian Hustle Solutions?

At AHS, we specialize in helping brands capture attention and inspire action — whether you’re launching a new product or scaling your business, we’ll guide you to marketing that resonates and delivers results.

If you want to learn more about our services, visit the Asian Hustle Solutions website at asianhustlenetwork.com/services/