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March 14, 2024

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On December 11th, I had the honor to chat with Siqi Chen. Siqi is a legendary figure in the startup space. He has led product at Zynga and growth at Postmates, served as CEO at SandboxVR, and is a 3x founder with two exits. Siqi currently works as the founder and CEO of Runway: a company which develops tools to allow businesses to painlessly model their finances. We had a great conversation which touched on topics such as high/low agency, PMF, insecurity. I thought this conversation was especially fruitful. Without further ado:

DEVELOPING AGENCY

I started out the conversation by asking Siqi if he felt he was always a high agency person, and it seemed so, he said:

Looking back, there were memorable things from my childhood that suggest that I probably did. For instance, when I was three or four, I would ride my tricycle in the yard. When my grandparents closed the gate, I would turn the tricycle around and ride it through the vegetable patch to get to the other side. That seems pretty emblematic of how I turned out. But it’s hard to tell when you’re young… One of the more profound impacts on how I turned out is–my dad is a physicist and he gave me a book by Richard Feynman when I was in the 6th grade. It’s called “Surely You’re Joking, Mr. Feynman”. That had a huge impact on my development. I recommend that book to everyone. He was a very iconic, first principles thinker, didn’t care what other people think. 

I followed up by asking how people like me can work on developing more agency. The short answer is self-awareness, but here’s the complete answer:

In my interactions with people, I think there are feedback loops that can become very productive or very negative, depending on where it starts. And I think maybe where it all starts is self-awareness. Like, what are the feedback loops that are feeding you right now? Where people become low agency, is when they ascribe blame or responsibility to people, to things outside of them. And it’s not even wrong, right? Like, we’re all affected by things outside of our control. But when everything that happens, you assign blame to something outside of you. Then you’re right, and it’s confirmatory. Next time it happens, you’re going to do it again and you increasingly get into this loop where you have less and less agency. And the converse is also true, right? If everything that happens, I could have done something about that. Increasingly, you become more capable and you have more agency. So I think it’s like identifying which feedback loop you want, and understanding what feedback loop you’re in now is probably the way to do it. 

I agreed with Siqi and added that I thought that the positive feedback loop was the more meaningful, but difficult way to live life–surprisingly, Siqi had a different opinion, explaining that a low-agency life is actually more difficult because you end up at the whim of other people, living a life you don’t want to live.

PRODUCT MARKET FIT

Naturally, as the master of all things growth, I had to ask Siqi about PMF. I started by asking him how he defined PMF:

One way I think about it is that product market fit is something that you want to always constantly be chasing. You can have perfect product market fit with the market that you have, but in order to grow you need to extend to new markets and increase the capabilities of it. There’s always going to be a customer in that new segment that is unsatisfied with your product and it’s going to feel bad.

I think it is a continuum that you chase, but there is also another part of my mental model about product market fit. I don’t think it’s a line. I think it’s actually a 2D grid. 

When I think about starting a new startup, there is like, are you even on the path to increasing product market fit? Initially, you’re just like searching in the wilderness for something. You don’t necessarily know what is the right target customer. You don’t know what the right solution is. There’s a bunch of unknowns. As you talk to more customers and you build more things, you can see further out into this forest, you can maybe see the exit from the forest, and that’s when you start getting on the tracks. 

So I think it’s very much a 2D grid, and so you want to first get on the track. To make sure that you understand what you’re doing. You have a pretty good understanding of what your ideal customer profile is, and you’re going to build towards it. Then it becomes like, okay, how many of the market can I actually service? Today is it 10, 100, a thousand? And can I expand to different segments?

Siqi also mentioned another framework he used for PMF which to me seemed retention focused:

One framework I do have is this idea of a boat. The problem with the boat is if you don’t have product market fit. The best boat will sink if there’s a hole in it. You can try to compensate by having a nicer boat, a bigger boat, or a faster boat, but if there’s a hole, you won’t be able to see it unless you focus on it. In terms of metrics, that’s retention. You could be really good at growth hacking and have a million people come in, but if they’re not sticking around, you probably do not have product-market fit.

I also brought up an article I had read recently, The Tyranny of the Marginal User, which is a great article that I recommend our readers read. Essentially, the main idea of the article is that modern apps are catering to the marginal user, the next user they’re going to get. By adding features or tuning our apps or products to reach the widest audience, the product can be degraded, especially for existing consumers. I had Siqi give his thoughts on this:

Andrew Chen referred to this as the next feature fallacy ten years ago. The next feature is the thing that’s going to get you there. What you’re describing is a version of that at scale, where you can only do the next feature because you have so many users. I think the framework that I have about this is that products are path dependent. If you start with a certain audience and a certain user base, they will lead you towards the shape of a certain product. Their asks and their problems are going to be a certain shape. That might not at all intersect with some other segment that you would find really valuable. 

If you’re building a product for a brand new startup with ten to 20 people, there’s a lot of these companies out there. It’s a pretty big market. There’s nothing wrong with that. You’re going to be building new products, but the things that they ask for a lot of the time, if not most of the time, are going to be very different from the things that an enterprise customer will ask for. If you actually want to get the enterprise with any level of latency, sooner rather than later, you have to go directly attack them. You can’t just next feature your way from there to here. You have to figure out, okay, I can focus on this product, but there is some other segment, another value we’re probably going to solve, and I’m going have to treat that almost independently of the product that I have.

I asked Siqi if he had run into this problem with Runway:

It’s a lesson I took for Runway. Initially, the thinking was, we’re going to build something for startups and just for startups. Like, companies of a certain size and we’ll grow with them. We built a product focused on reporting and Runway. It helps you understand your spend because you’re a brand new startup. What do you care about? You just care about burn. You’re not a very sophisticated business. What we quickly found is that we solved that problem.

It’s not that valuable a problem, as it turns out. Once you’re a startup, you learn that Runway tells you very succinctly, that you spend all your money on people this month and next month doesn’t change, right? Meanwhile, you have these larger companies who are making multimillion-dollar decisions, and they need some kind of modeling planning tool. These use cases are so far apart. We could have gotten a million startups, but they wouldn’t have had the pain and the detail of this problem. So we kind of threw it away after a year and focused on the SMB use case or 50,000 employees and you’re on excel, and there’s a lot of complexity. The product, as a result, looks completely different. If we kept on chasing more of those startups, the product would have looked completely different and would never have gotten us to where we are today.

I asked Siqi if they still offered the original product, turns out they’ve sunsetted it to focus their limited resources on building tools for SMBs, but they are planning to eventually go back and serve the very early startup market.

BEING ASIAN AND INSECURITIES

As Asian Hustle Network, I was obligated to ask Siqi how he felt being Asian qualified his experience as a founder–his answer was similar to Webflow cofounder Bryant Chou’s:

I try to avoid it as much as I can. Not because I’m not proud of being Asian. I think there’s plenty to be proud of. It’s generally seen as one of the model minorities. But I do think about it sometimes. I think about conflict avoidance. Or I can be introverted. And I noticed that it will surprise people who don’t know me, but I’m an INTP. I’m super introverted. And I tend to be kind of conflict avoidant. And I do wonder, when I look at people who are more outgoing and into football, would my career would have turned out better if I liked “white people” things. So I have thought about it, but I actively try to avoid thinking about it because it comes back to agency. Whether I’m Asian or not, it’s not something I can control.

I think being introverted is something a lot of Asians can relate to, so I asked him to drill down on that:

I felt like over time, you become confident in the things that you are good at. For me, at least, that was a big moment in my growth as a kid. Finding something that I could be proud of, something that I’m good at. And then you focus on that. I feel like once you have that, the introversion matters a lot less. Because you can focus on the thing that you’re good at and develop more confidence in there. As a byproduct, you sort of express or come off as less introverted.

What I took away from Siqi’s comments was that introversion/shyness and insecurity in your abilities were pretty related. I brought this up, and Siqi had a pretty interesting comment on the relationship between insecurity and extreme outcomes:

One of the things that a lot of entrepreneurs and high performing people have in common is this sense of insecurity. That also causes a desire to please people because you’re insecure. So that you have to push yourself to be better and you want to make sure other people like you because of that insecurity. And that is highly motivating for me, and I think many people. It’s like how people get, I think, to certain points in their life or certain levels of success, at least somewhat. And then once you’re there, all of those causes become less useful. Like, the insecurity, the willingness to please as a CEO, those are, like, really toxic things. That paradoxically got you to this point because it made you push yourself to be better. But once you’re there, it doesn’t get you further.  

BEING A LEADER

The last topic Siqi and I talked about was leading others, the first thing Siqi brought up was something he had recently heard in a Brian Chesky interview.

Brian described the job of a leader as believing that people can level up and exceed their own expectations and get them there. That was really a point of reflection for me. I believe in smart people and hiring and talent and all these things. But if you want to get the best out of people, the prerequisite is that you have to actually believe that they can be amazing. Because if you don’t even believe that, you’re not going to set those expectations or deal with any kind of motivation or inspiration.

I didn’t quite understand this, because I would expect Siqi to only hire people if he believed that they could be amazing. Siqi explained to me:

It’s just that my temperament is to quickly write people off. “They’re good at this particular role that we hired them for, and that’s all they’re going to do.” But people want to know that you have their interests in mind, that there is a growth path for them. If you don’t believe that there is, that’s a problem. You want to hire the best people that you can, but in how you lead and manage them, you have to always believe that they can do better than they are.

We also chatted a little about what made a good employee.

Edwin: One thing I’m curious about. What kind of person do you notice is the best employee? What matters more, their talent and technical ability or how much they believe or align with the mission of the startup?

Siqi: It’s a difficult question to answer because there’s a lot of wisdom out there that says, “This is the most important thing.” I think the reality is they’re all requirements. They’re all important. And you don’t want to compromise on any of those aspects. What are those aspects? High integrity, proactiveness, high agency. Some people think integrity is the most important thing. Others think intelligence is the most important. Those things are important, they’re all absolute requirements. You want extremely high intelligence, extremely high integrity, and extremely high self-awareness and agency. But out of all of those, I think the thing that is the most important is high agency. Intelligence is a lot of nature, so that’s fairly difficult to change, but there’s a certain baseline that you want.

But everything else outside of that is almost entirely driven by agency. Whether you are successful, whether you blame people, whether you can grow. Whether you’re a good collaborator, whether self-aware. There’s so many things that one thing affects. That is the thing that I look for the most. 

SHOUTOUTS

Runway is hiring for engineering and customer-success roles! You can check out current job openings at https://runway.com/careers/ 

[Hint: if this isn’t you but you still really want to work at Runway, I would drop Siqi a line and articulate how you would add value to the company, bonus points for bringing a demo/a plan]

If you are currently having financial planning problems, sign up for early access for Runway at https://runway.com/


Thank you to Siqi for chatting with us!

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

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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

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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

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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

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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/