Why Unit Economics Is the Most Overlooked Metric in E-commerce Finance

August 20, 2026 Mimi Torrington

CFO calculating unit economics in ecommerce

In this episode of CFO Weekly, Abir Syed, Co-Founder of UpCounting, joins Megan Weis to explore why the best finance leaders stop producing numbers and start driving decisions, helping direct-to-consumer brands balance profitable growth with smart investment, and why unit economics is the most overlooked metric in ecommerce finance. A CPA by training, Abir built his career at the intersection of finance and marketing, helping direct-to-consumer brands balance profitable growth with smart investment.

With hands-on experience spanning Big Four auditing, startup finance, hands-on ecommerce operations, and paid media, Abir shares how he learned that handing founders a set of numbers is never enough. He unpacks why founders consistently lack clarity rather than data, why marketing is often the single constraint holding a growing brand back, and why the CFO of the future needs to think and act like a CEO.

Show/Hide Transcript

Intro - 00:00:40 

Welcome back to CFO Weekly. Today, I'm joined by Abir Syed, cofounder of UpCounting, a firm that helps ecommerce founders turn financial data into better business decisions. A CPA by training, Abir has built his career at the intersection of finance and marketing, helping direct-to-consumer brands balance profitable growth with smart investment. Alongside building UpCounting, he has served as a finance leader and fractional CFO, helping companies secure funding and scale through stronger financial decision-making. In this episode, we'll explore how finance leaders can help founders make better decisions, why the best CFOs simplify rather than complicate financial information, and how translating numbers into action can become a competitive advantage for growing businesses. Abir, thanks for carving out the time today to share your knowledge with me, and certainly looking forward to this conversation.

Abir - 00:01:34

Absolutely. It was my pleasure. Thank you so much for having me.

Megan -  00:01:37

So thinking back to the beginning of your career, was there a founder or a specific situation that completely changed the way you thought about finance? Not as reporting, but as a tool for better decision-making, and what did that experience teach you that still influences you today?

Abir - 00:01:56

Absolutely. So I would say it probably falls into two different experiences. So one of them was when I was leading finance at a startup. I was working with a team of very ambitious individuals who had raised a lot of money and who were very promising in terms of what they were trying to accomplish, but they were certainly not seasoned entrepreneurs, if you will. And there was a lot of instances where I had recently come from the Big Four side of things. I was used to dealing with accounting departments and CFOs. It cleared me pretty rapidly that it wasn't enough for me to be able to just put together financial data and then just expect them to know how to use it. And I fortunately was the type of person that was just very curious, and so I was able to very rapidly basically bridge the gap between their understanding of finance and my understanding of operations and strategy and what the financial data is ultimately meant to inform. And so that was one big chunk of it where I realized for them to get value out of what I am doing, I have to make sure that it goes beyond just me producing a limited scope of putting data together, but just making sure that the usage of it is also something that I can bridge the gap for if they themselves cannot. And the same thing just became far more apparent when I started the CFO firm and I started working with a lot of brands because I realized it was a very consistent thing amongst founders that they oftentimes have an intellectual appreciation of the importance of finance. I suppose because they probably realize it would be dumb to say that accounting and finance is not important. So they all say it is, but intuitively, it seems like most of them do not oftentimes know what to do with the data. And so they will all be like, yeah, accounting and finance is important, but then they do not really do anything when you give them the data. And I suppose it is just a question of they were not fortunate enough to have the training to know how to use it properly, and so that has informed a lot of the decisions we made internally with respect to how we build out our reports, how we actually build out our offer, and what we can do to make sure that we are bridging that gap as much as possible.

Megan -  00:03:44

And before we go any further, just talk us through your career. How did you come to understand operations and marketing from a CPA background?

Abir - 00:03:53

Sure. So I am fortunate enough that I have a very unusual mix of skills. So I had the Big Four side. That was fun. Well, not really, but whenever I did the Big Four audit stuff as a manager there. And then I led finance at a startup. On paper, definitely not qualified for it, but I was just good at solving problems. So helped them raise $60,000,000, implement the ERPs, build the whole finance function, budgeting, all that stuff, forecasting. But I think there was a point at which I started to get a little bit frustrated with my inability to actively or directly drive results. Because, fundamentally, finance is a support function, and so, basically, you are enabling other people to do their work more effectively. And I suppose at the beginning, maybe naive to the point that I believed a lot of the growth projections that they had when I was building out the models. But when I realized it was not quite that way, I would get frustrated because I would say, I can build the greatest forecast that has ever been seen by a human, but I ultimately cannot make revenue happen. I cannot actually drive that growth. And so at a certain point, we acquired an ecommerce brand, and I was getting a little bit bored with the finance side because I had engineered it well enough that it was on autopilot, and I was getting a little bit frustrated with just not being able to make stuff happen. And the people who had been hired for the ecom brand did not quite meet the bar necessary, so I just told the CEO. I am like, look. I do not know anything about ecommerce, but I am sure I can do a better job than these people. I am getting a little bit bored, so do you want me to take over? And he trusted me enough to just say, yeah. So I ended up spending all of my evenings and weekends learning everything I could about how an ecommerce brand runs because I ultimately was the foremost expert at ecommerce at the company at that point, even despite the fact that I did not know anything. But I fell in love with it. I just really enjoyed being able to get my hands into the operations of things building. So I was editing code on Shopify, sending the emails. I was answering customer support tickets, managing the agencies, working with the manufacturer, working with the 3PL. So really got very deep into it, had a lot of fun with it, was able to drive results, and it gave me a very thorough understanding of ultimately what happens in a business from an operator perspective rather than just the finance lens on things, which is what I had historically had. And then even beyond that, I think the one other piece that really added a lot of value was that, at the time, I was working with a bunch of marketing agencies for the ecom brand, and I was not thrilled with the results that they were driving, so I ended up firing them and learning how to run ads myself. And so that was, I think, then a very substantial step into understanding how to drive growth and grow revenue. And so being able to acquire that really weird blend of skills, I find, is one of the things that put me in a position now that as a finance person, when I do talk to operators, I can see things very much from their lens and see things outside of strictly the finance scope, and it allows for, I guess, much more thorough advice, if you will.

Megan -  00:06:28

And most finance leaders optimize for efficiency while marketers are optimizing for growth, and you have obviously built your career at the intersection of those two worlds. So where do you think that each side consistently misunderstands the other, and how do you bridge that gap?

Abir - 00:06:45

That is a great question because I think it is one of those things where for a long time, I was struggling to figure out how I could make it clearer to both individuals or both parties that there really should not exist that much of a gap. But I think the reason it exists is that the marketing side oftentimes only has a very narrow perspective on what it is they are able to do, what metrics they have available. So a lot of them will be looking at just the blended ROAS or return on ad spend, or they will be looking at platform metrics as to what that is driving. But they do not necessarily have a thorough enough understanding insofar as what target is actually optimal for the business from a profitability, from a lifetime growth perspective, and from a cash flow perspective either. And on the flip side, the finance function oftentimes does not necessarily have a thorough enough understanding of why different channels and strategies are run the way that they are run, how to know which channels are driving value from an attribution or from an incrementality perspective, and recognizing that there is a difference between things that are short term grabbing bottom-of-funnel revenue versus things that can help the brand grow long term. So they are not necessarily in a position where they understand how that growth strategy works. And then I think maybe to some degree, there is a cultural animosity that develops where the marketers just think the finance people do not get them, but they are the important ones. And the finance people think that they are the ones grounded in reality, and the marketers are all just their heads up in the clouds. And so there is an aspect of almost thinking that they are on fundamental opposite ends of the spectrum that they just cannot—that gap cannot be bridged. But over time, what I tried to really come to was a way to not only educate the marketing people, because I speak more to the marketers than I do to the finance people other than my team, specifically. So I will talk to the marketers and really try to educate them on specifically what the metrics are from a finance perspective and how to incorporate those into their decision-making. Because at the end of the day, we are all working towards the same goal on the marketing side, the finance side, the leadership side, and so the gap should not be as big as it is. And I think one of the most helpful ways I was able to get framed was when it was put into the context of setting your target so that you are able to generate what I call peak cohort profit. So, essentially, how do you make sure that the cohort of customers that you are acquiring can generate the maximum amount of lifetime contribution margin as long as it is tempered from a cash flow perspective? And I think that gives that shared language to the two departments so they can understand one another rather than just operating at this distance where they just do not understand what the other party is doing and feel like they have friction for no reason.

Megan -  00:09:06

And when a founder comes to you looking for help, what is usually the real problem they are trying to solve versus the one they think they have?

Abir - 00:09:13

I feel cheesy saying this. Like, every website will just say stuff like this, but I think, fundamentally, it really is a clarity question. I think what I have realized from talking to a lot of founders and doing a lot of consults, when I just dig into the data, the answer is obvious to me what they need to do, is that a lot of them just lack clarity such that they feel confident if they need to have an answer as to how their business is doing right now and what the next steps should be. I think early on when I would talk to a brand and I would ask them what they wanted, they would come in and they are like, oh, we need a forecast or we need some ERP or we need whatever. And I would basically ask them what they wanted and be willing to deliver it. But as time went on, I moved away from that entirely. And from my vantage point, it is almost like a doctor. They come in. They just tell you what the symptoms are, and I will tell them what they actually need. So a lot of times people will come in and they are like, oh, I need a cash flow forecast. But for example, they raise money. They are sending out a ton of cash. That is actually not their constraint. The issue is that they just do not have cash reconciliation, so they do not know where the cash is going. So it is about understanding specifically what their challenges are and what exists within our finance toolbox that will actually address it. But like I said, the main thing in most cases is that they just do not have clarity to understand where I am, what is happening to my cash versus my profit, and what do I need to do to fix things and move forward. And so once the data is a lot more granular, properly accounted for, which is oftentimes not done, and then also put into metrics that are clearly related to how they make decisions and how the operations run, it is explained to them well, and then they have that roadmap laid out for them to tell them, for you to be able to get to the next phase, the number one thing you need to focus on is this. If you do not have a problem over there, you do not have a problem over there. I know there are a lot of different distractions, a lot of things to focus on. But if you can solve this, this is the thing that will take you that one stepwise function forward. So mostly, it is just a question of they are just not sure what is going on or what they need to do next.

Megan -  00:10:56

And you have worked with businesses at different stages of growth. How do the financial decisions that founders struggle with change as companies scale?

Abir - 00:11:06

A lot of times, it is just a question of focusing on the correct constraint, I would say. So let us take a brand that is doing less than 5,000,000 a year, or say they are doing 2 to $3,000,000 a year. At that point, they may come in and lament about something about profitability or cash flow or whatever it is. Those will all be things that are problems and plenty of things that are suboptimal, so to speak. But at that stage, oftentimes, we can spend a lot of time solving all that, but at the end of the day, that is not going to get you to your goal. The main thing is that you do not know how to grow marketing. That is fundamentally it. You just do not have the mechanism to know how do I make my marketing efficient now. And once I get to an optimal level where I am spending in a way where I am generating the most profit that I can, what do I need to do to be able to earn the right to spend more? And until you figured that out, until you understood your avatar, built out the proper framing for your product, and actually have a strategy for creative to be able to scale the ad account, all this other stuff is like, yeah, you can optimize it, but that is not what is going to move the needle. So at those smaller phases, it is really about making sure that they understand that marketing is their number one constraint. It is the thing that they should be focusing on, and I think that is maybe a lot of times people are not used to hearing that from an accounting or finance person because at least the ones that I know, they will say marketing is important, but everything else is also super important. And in some cases for at certain stages, no. Marketing is the only thing they should be focusing on. Because once they crack that in a position where it is like, okay, they have the mechanism to keep on moving spend forward profitably, then you start optimizing all the other stuff. Otherwise, it is just a distraction. You have this number one problem to solve. I would say once you get past five to ten million a year, at least in the ecom world, that is when you start now worrying about things that are a bit more focused from a cash flow perspective and just making sure that they have the right rhythms to be able to sustain that continued growth. And then once you are maybe 20 mil plus or something like that, then you start thinking more about the structural, I guess, professionalization of the organization. So you might be thinking, okay, now do we look at ERPs? Do we look at proper strategies for different channels? What do we look at from a funding perspective? So that is how it will shift over time, very broadly speaking. But in the early days, for most brands, if you cannot crack marketing, then the game is just not worth playing.

Megan -  00:13:08

And we live in a day and age where data is basically infinite, and founders have access to dashboards and reports, but decision-making never seems to get any easier. What is at the root of that? First of all, with data, how do you avoid analysis paralysis or trying to boil the ocean? How do you decide what you should actually be focusing on as far as data?

Abir - 00:13:33

It is a good question because for a long time, I was comfortable enough with data that I could build out a dashboard of thirty, forty metrics, and I would just be able to intuitively look at the things that matter and that did not. But being able to boil that down into a framework that was followable by a founder who is not necessarily as comfortable took me a long time to do. And I would not say that I have cracked it, but I have made a lot of progress on that. But it really comes down to just thinking in terms of, broadly speaking, constraints. So if you know what the major constraint is for the business, solving that is what will allow you to keep progressing from a growth perspective, then most of the attention that you spend with respect to the data should be focused on that constraint, assuming there are no other major red flags in the other areas. So that is why going back to the previous answer, for example, if a brand is just stuck at two mil a year and they cannot go past it, then that is where they should be putting the majority of their attention. I was talking to a brand earlier this week. They had raised 15 to $20,000,000, spent a lot of it, and they had an incredible product, incredible LTV patents, just a very unique setup. I am talking to the founder, and her major concern is that, oh, I feel like we need to be able to scale and grow, but we are close. We are getting there. And the main issue that you have right now is that your ads are frankly horrible. If you went through your ad library, they are just really bad. They look like the ads I would have seen ten years ago. And when we dug into it, and I asked, what is the actual marketing infrastructure we have? Who is doing things? It was just some weird ragtag combination of some in-house people and her spending a bunch of time a week on the ads despite the fact that she had that marketing background. And so that was one of those things where I had to be as polite as possible to tell her, like, this is the thing that is holding you back. You are not going to be able to iterate your way to the $20,30,000,000 a year that your brand deserves to be based on the quality of your product. Fundamentally, it just comes down to kissing a few frogs and going out and talking to the agencies and figuring out which one is actually going to be able to scale you there. So they had cash burn issues. Yes. They had profitability issues or fixed expenses were too high. Yes. They had weird personnel things. And I am very confident when I glance at the numbers that they had inventory costing mistakes as well. But all of those things were just not the fundamental thing that fixing those is what was going to allow the brand to get from 2 mil to 20 mil. It was really just you need to go down the route of kissing some frogs, figure out the agency that is actually going to work, and then invest on a marketing side. Because increasing your contribution margin to be able to cover the fixed expenses gets you on the treadmill towards success, and then we can worry about all these other things. But if you are worrying about how to specifically granularize your personnel costs into different departments and then to optimize here and there, that is not going to solve your problem. That is your constraint. It is marketing.

Megan -  00:16:04

And maybe you just answered this a little bit, but growth and profitability are often at odds with each other. So how do you help founders decide when it is worth sacrificing one for the other?

Abir - 00:16:17

Yeah. I guess I did allude to that to some degree. I would say that it is not really a question of sacrificing. Maybe this is controversial, but a lot of times I will tell founders, like, I do not actually care about profit. What does it matter? The profit in and of itself does not matter, really. You are either trying to grow the business so that you can exit it, or you want to live a really lavish lifestyle and so cash flow matters, or you just want a low-stress business. And so, yeah, then in that case, usually you will end up being profitable. Really, you just do not want to take a lot of risks with your assumptions and your scenarios. But profit in and of itself is not the point. And so from that perspective, it really comes down to understanding what you are actually trying to achieve with the business and then figuring out what configuration of targets, investment in the scaling, and cash flow funding risk, etc., would allow you to be most likely to achieve that with a reasonably tolerable amount of risk relative to the founder themselves. But in most cases, if the answer is that spending more generates more cohort profit, then I do not really care if that makes you less profitable today because the long-term growth is still going to be enabled by it. If you take an example of Greens Gummies brand that sold for, I think, $1,200,000,000 in less than three years, I am pretty sure they were not profitable for the first two years. But that did not matter. Because from the math, what they were investing on the growth side allowed them to acquire profitable cohorts. They had the funding to be able to handle that level of an investment from a cash flow perspective, and that allowed them to get to a place where then they can optimize for EBITDA so that they can get the right multiple to sell. But if they were focused on, but I need to be profitable now, well, they would not be a story we talk about.

Megan -  00:17:51

Sure. And you have helped brands secure funding and scale. So what financial metrics or business signals do you think that founders should pay far more attention to than they normally do?

Abir - 00:18:01

I think probably the one that gets neglected a lot, weirdly, is unit economics. I think many founders tend to focus so much on top line that they will not realize that the amount that they are spending includes acquiring a lot of customers at lifetime unprofitability. And I think that is because they are looking to grow, and sometimes if they are working with investors, they feel like the investors pressure them to grow, and so they will overspend such that the revenue will hit the emotional triggers that are necessary for investors to feel good and for them to feel good, even if that means that they are acquiring lifetime unprofitable customers. And, fundamentally, that is just not a good way to run the business. And even if that means that you have to have a more sober chat with the investors or whatever the case might be, then do that. But I would say unit economics is something that oftentimes gets neglected more than one would expect because intuitively, it feels like it should be the most obvious thing to look at, but I just constantly see it being ignored because top-line revenue seems to be the thing that everybody focuses the most on, unfortunately.

Megan -  00:18:59

Yeah. Growth at any cost. And no conversation would be complete these days without mentioning AI. So as AI makes financial reporting faster and more accessible, how do you see the role of a finance leader evolving from producing numbers to really influencing decisions?

Abir - 00:19:25

It is a very interesting thing to think about because where AI is going and where it can go, it really comes down to a question of what degree we are talking about. Like, maybe in the next couple of years, there might be a shift that is still within the scope of our imagination today. But by ten years from now, we might be in a situation where if AI is robust enough and is well connected enough, there is just really nothing for us to do.

Megan -  00:19:48

I know.

Abir - 00:19:48

It is easy to think about what could be in five to ten years.

Megan -  00:19:53

No, it is weirdly scary to the point that it is not even worth thinking about because there is nothing we can do about it, at least as myself as a random individual. To answer the question a little more concretely, in my opinion, I would say they fundamentally almost need to become CEOs in a sense. Because the way I think about it is that finance is just a very particular and very robust lens on the business. But, ultimately, other than what you delegate out because, okay, a CEO is just—they do not want to learn GAAP. They do not want to learn how to set up the processes for controllership. They did some stuff they just want to learn, so they just essentially delegate that to a CFO. But if you think about the core responsibility of a CEO and what they are really meant to do, it is just resource allocation. It is just decision-making and resource allocation. Like, that is the corest of responsibilities, in my opinion, for a CEO. And a CFO's job is to track resources, mostly. So just pay attention to where the resources are, get more resources from lenders or investors where necessary, tell the person how the resources are doing. So, essentially, a really, really good CEO would have all the skills of a CFO. But the reason that they do not is, a, it is boring and difficult, and, b, because it is easier to just delegate it to another individual to just handle all that. But I think that a CEO who does not understand the lens of finance and know what to do with it is going to be a very limited individual. And at the same time, if they do not and then the CFO is there and they have all of the resource information, but do not understand enough from the lens of an operator, from a strategist, from having the vision on where the business can go and what the long-term value of certain investments are and how to make those tradeoffs from a risk and opportunity perspective, then that also limits what the CFO can do as an individual as well. So I think that as a lot of the mundane elements of what would maybe fall under the purview of a CFO become more automated over time, and so they do not need to worry that much, let us first simplify. They do not have to worry about accounting and controllership and processes and controls and FP&A because all that stuff is just automated. Then, fundamentally, what is left for them to be useful is that they have to really be driving decision-making and strategy. And then, really, that just steps into the realm of being a CEO. And so at that point, I feel like a good CFO should be as close to being a CEO as possible.

Megan -  00:22:04

And as we wrap up this conversation, what is one bit of advice you would like to leave listeners with? When should founders look for help? When will they know they need help? And where should they go?

Abir - 00:22:14

I think founders should understand that the importance of having a robust finance function means that you have a very clear understanding of how your business is doing and what the path forward is. So a lot of times, I will come across founders who have this mentality. I kind of alluded to this a little bit earlier, but they will acknowledge that finance is important, but it is something they will worry about later. But it is kind of like if you are swimming in the ocean, you need to get to shore, and you are wearing a really heavy thing around your neck. You are like, oh, yeah. I know this thing is really heavy, and it is making it very difficult to swim. But I will get to shore, then I will take it off. It is like, well, just take it off and then get to shore a lot more easily. If you have a strong finance function, everything becomes easier because you have good clarity in how things are performing, what your numbers look like, what your resources are, and what the path forward is. And so I think a lot of people maybe have not had the opportunity to experience that because they have never worked with good finance partners. And because of that, they will oftentimes neglect it because it is more often if I talk to a 7 or 8-figure business, they will be the ones who just pay lip service of the importance of finance, but just do not invest in it. But anybody who is at the high 8 or 9 figures, like, they invest because they get it. That is how they got there. So those ones will understand why it is so important. And when it comes to the finance function, I think that, ultimately, the most important thing that any finance individual can do is step outside the lens of purely the accounting and the finance side of things and just try to think more like an operator. Because, ultimately, that is the way that you are able to make sure that your function adds value if your understanding would look like if it was used properly. And that usually requires maybe you bridging that gap a bit between you and the user of your information by thinking more like an operator.

Megan -  00:23:47

Abir, thank you so much for your time today and for sharing your experience and knowledge.

Abir - 00:23:52

It is my pleasure. Thank you so much for having me.

Megan -  00:23:55

And to all of our listeners, please tune in next week, and until then, take care.


What You'll Learn:

  • Why giving founders raw financial data isn't enough, and how finance leaders must bridge the gap to decision-making

  • How Abir's unconventional path from Big Four auditor to hands-on ecommerce operator shaped his approach to finance

  • Why finance and marketing teams talk past each other, and how “peak cohort profit” gives both sides a shared language

  • Why marketing, not cash flow or profitability, is often a growing brand's real constraint

  • Why unit economics is the most overlooked metric in ecommerce finance

  • How the CFO role is evolving toward CEO-level responsibility as AI automates the mundane work of finance

Key Takeaways:

Marketing Is the Real Constraint (Not Cash Flow)

When founders come to Abir, they often ask for a cash flow forecast or a new ERP, but the actual problem is usually something else entirely, most often an inability to grow marketing profitably. For brands under roughly $5 million in revenue, he argues that fixing profitability or cash flow issues won't move the needle if the brand hasn't cracked how to scale spend efficiently. Everything else is a distraction until that constraint is solved.

Quote why marketing is the most overlooked constraint in ecommerce

"If you can't crack marketing, then the game's just not worth playing." Syed explained. - 00:09:06 – 00:13:08

Why Unit Economics Is the Most Overlooked Metric in eCommerce Finance

With dashboards and data more accessible than ever, Abir says the key to avoiding analysis paralysis is focusing entirely on the business's biggest constraint rather than chasing every metric available. He also flags unit economics as the number most often neglected, even though it's one of the most obvious things to track, because founders chasing top-line growth, sometimes under investor pressure, will acquire customers who are unprofitable over their lifetime just to hit a revenue number.

Abir Syed Co-Founder of UpCounting quote

"I'd say, the unit economics is something that oftentimes gets neglected more than one would expect." Syed remarked. - 00:13:08 – 00:18:59

The CFO of the Future Is Basically a CEO

As AI automates more of the mundane work of accounting, controllership, and FP&A, Abir believes what remains for finance leaders is decision-making and resource allocation, which is the core job of a CEO. A CFO who understands the operator's lens and a CEO who understands the finance lens are both more effective, and Abir sees the two roles converging as automation strips away the transactional work that used to separate them.

The CFO of the future often overlooks unit economics in ecommerce finance quote

As Syed said, "At that point, I feel like a good CFO should be as close to being a CEO as possible." - 00:18:59 – 00:22:04

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