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April 30thThe argument in one line.
Finding a profitable DTC product isn't about discovering a hidden gem — it's about layering market selection, emotional problem research, competitor validation, and margin rules before you ever spend a dollar on ads.
Read if. Skip if.
READ IF YOU ARE…
- You want to start or restart a DTC/e-commerce brand and keep getting stuck cycling through product ideas without a repeatable system.
- You're already running Facebook ads and want a more structured way to identify your next product test using real competitor data.
- You're comfortable with Shopify but haven't yet used AI tools or ad intelligence platforms to shortcut research.
- You've tested products before and had them fail — and you want a diagnostic framework for figuring out what actually went wrong.
SKIP IF…
- You want a product handed to you — this teaches a process, not a list.
- You're building a SaaS, service, or info product; the validation math here is specific to e-commerce traffic and conversion rates.
- You're at the 7-figure brand stage — the system is calibrated for beginners validating first or second products.
The full version, fast.
Before picking any product, pick a market (pets, weight loss, supplements, etc.), then use Claude to generate 30 emotional sub-niches within that market. From those sub-niches, attach the GetHookd MCP to Claude and let it scan Facebook's live ad library to surface brands with 100+ active ads. Validate the best candidate with SimilarWeb traffic math (visits × conversion rate × AOV). Then stress-test margins with two rules: 3x COGS minimum and $30 gross margin floor. If a product fails in testing, the issue is almost never the product — it's ads (CPC, CTR, CPM) or funnel (ATC ratio, ATC-to-purchase rate, AOV/LTV).
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00:00 – 01:00
01 · Hook + 5-step framework
Shopify sales dashboard cold open, then verbal preview of the five steps: Market, Problem, Product, Validate, Gameplan.
01:00 – 02:40
02 · Step 1: Market selection
Seven proven markets listed on Miro: Pets, Weight loss, Hair growth, Supplements, Skincare, Beauty, Health and wellness. Instruction to pick one and move on fast.
02:40 – 04:12
03 · Step 2: Problem research in Claude
Why 'winning problem' beats 'winning product' — one emotional problem supports dozens of products. Claude prompt returns 30 emotional sub-niches for DTC beginner brands.
04:12 – 06:17
04 · Step 3: Product selection via GetHookd MCP
Visit gethooked.ai, copy MCP URL, add as custom connector in Claude. Second prompt searches five chosen sub-niches, surfaces qualifying brands with 100+ active ads, product angles, funnel architecture.
06:17 – 10:23
05 · Step 4: Validate with traffic math + margins
Fall Prevention Tips / HIKE Flame example: 232 active ads, SimilarWeb 1.5–2M visits/month, 2% CR × 1.5M × $90 AOV = $2.7M/month. Margin rules: 3x COGS and $30 floor.
10:23 – 18:13
06 · Step 5: Gameplan — ads and funnel diagnostics
Product ≠ everything. When a test fails, diagnose via two trees: Ads (CPC $1.50, CTR 3%+, CPM <$80) and Funnel (ATC 10%, ATC:Purchase 30%, AOV/LTV). Ends with Brand Builders Academy mentorship CTA.
Lines worth screenshotting.
- The market you sell in matters more than the product itself — the same product converts at radically different rates depending on who's buying and why.
- A 'winning problem' is more valuable than a winning product — one problem can support dozens of different products across the same passionate market.
- You don't need to find a product no one has heard of; you need to find a product a competitor is already scaling profitably, then enter the same market.
- The GetHookd MCP lets Claude scan live Facebook ad libraries by sub-niche, surfacing qualified brands with 100+ active ads in minutes instead of hours.
- Revenue estimation formula: visits per month × conversion rate (1.5–3.5%) × average order value. Conservative inputs still reveal whether a competitor is above the $300k/month threshold worth entering.
- 3x COGS and $30 gross margin are non-negotiable minimums before testing — Facebook ad costs are rising, and thinner margins make profitable scaling structurally impossible.
- CPC is the check-engine light of your ad account — elevated CPC signals either a creative problem (low CTR) or an audience problem (high CPM), not necessarily a product problem.
- 90% of failed product tests are ad-related, not product-related — most sellers think they have great creatives when they don't.
- Optimizing for CTR without selling creates a vanity trap: high engagement plus low conversion means your ad entertains but doesn't convert.
- Add-to-cart ratio below 10% means your funnel or your traffic quality is broken — not your product.
- ATC-to-purchase below 30% usually signals a checkout friction problem, not a price objection.
- AOV should be 20–50% above your base product price if you have a working upsell or bundle stack; LTV should be substantially higher for subscription or retention-heavy models.
- The product is one variable in a multi-variable system — fixing creatives or a broken checkout has saved more brands than finding a 'better' product.
- Competitors doing $2–3M/month are not using secret products — they have dialed-in ad creative and funnel systems that took years to build, which is the actual moat.
Five gates you clear before spending a dollar on ads.
WHAT TO LEARN
The product is the last variable you should worry about — the market, the emotional problem, and the competitor proof all have to pass before the product even matters.
- Start with a market that has existing passionate buyers, not a product you like — the same product converts at wildly different rates depending on who needs it and why.
- Identifying a 'winning problem' before a winning product means you're never locked into a single SKU — dozens of products can serve the same pain point.
- AI tools connected to live ad libraries can compress days of competitor research into a single prompt session, surfacing which brands are actively scaling and on what angles.
- Validating a competitor's revenue before you enter their market takes three public data points — their traffic, an assumed conversion rate, and their visible price — no access to their books required.
- Two margin rules act as a kill switch before testing: your selling price must be at least 3x your landed cost, and your gross margin must be at least $30 per unit to survive rising ad costs.
- When a product test fails, almost never blame the product first — diagnose ads (CPC, CTR, CPM) and funnel (add-to-cart rate, add-to-cart-to-purchase rate, average order value) before pulling the SKU.
- A CPC above target is a check-engine light, not a diagnosis — you still need CTR and CPM to know whether the problem is your creative, your audience targeting, or both.
- Add-to-cart ratio below 10% almost always means your funnel is broken or your ads are driving unqualified traffic — not that the product has no demand.
- AOV should be 20–50% above your base product price if you have any upsell or bundle stack working; if it isn't, you're leaving the most accessible revenue on the table.
Terms worth knowing.
- GetHookd MCP
- An MCP server that connects Claude to GetHookd's database of winning Facebook/Meta ads, allowing Claude to search for qualified competitor brands by sub-niche without leaving the chat interface.
- Sub-niche
- A specific emotional pain point within a broader market — for example, 'plantar fasciitis heel pain in the morning' is a sub-niche within the broader health and wellness market.
- DCO (Dynamic Creative Optimization)
- A Facebook ad format that automatically tests combinations of headlines, images, and copy to find the best-performing variation, commonly used by DTC brands at scale.
- Advertorial
- A pre-sell page styled like editorial content (article or blog post) that warms up a cold audience before sending them to a product page, used to improve conversion rates on paid traffic.
- ATC ratio
- Add-to-cart ratio — the percentage of landing page visitors who add a product to their cart. A benchmark of 10% or higher indicates healthy funnel-top performance.
- ATC:Purchase ratio
- The percentage of people who added to cart and then completed a purchase. A healthy benchmark is 30% or higher; lower rates typically indicate checkout friction.
- CPM (Cost Per Mille)
- The cost to show your ad 1,000 times. High CPMs (above ~$80 in the US) indicate your creative is not earning favorable placement from Facebook's algorithm.
- CPC (Cost Per Click)
- What you pay per link click from your ad. In the US, $1.50 is the target benchmark; elevated CPC is the first diagnostic signal that something in ads or audience is broken.
- CTR (Click-Through Rate)
- The percentage of people who see your ad and click the link. A minimum of 3–4% is expected; below 3% signals a creative problem.
- COGS (Cost of Goods Sold)
- The landed cost of sourcing and shipping a product unit. The 3x COGS rule means your selling price should be at least three times this number to support ad spend.
- LTV (Lifetime Value)
- Total revenue generated from a customer across all purchases over time. LTV matters more than AOV for subscription or retention-heavy business models.
- PDP (Product Detail Page)
- The standard Shopify or e-com product page where customers can add the item to cart. Contrasted with an advertorial as a cold traffic landing option.
Things they pointed at.
Lines you could clip.
00:45
“The market influences how successful the product is going to be way beyond the product itself. This is the equivalence of selling umbrellas in a thunderstorm versus selling umbrellas on a bright sunny day.”
02:14
“When you find kind of a winning problem, you can fit ten, twenty, a hundred different products that actually tackle that one very specific problem.”
14:25
“If your creatives aren't good enough, your CPMs will be higher and your CTR will be lower. So it's a perfect shitstorm for a really high CPC.”
10:32
“The product is not everything. There's many, many more pieces that go into being successful in general with a product test.”
Word for word.
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metaphoranalogy
00:00Hey, guys. Mark here. In this video, I'm gonna be showing you how I asked Claude to find me a one k per day product, and it worked.
00:06And the cool part is this process is actually relatively simple. There's only really five things that you need in order to find a really solid product for you to sell and actually be able to scale to one k per First, we're gonna find a market to sell to. Second, we're gonna identify a problem specifically within that market.
00:20Third, we're gonna actually select the actual product. You would think it ends here, but it doesn't. Fourth, we are actually going to validate that that is the right product to sell using real data.
00:29And then fifth, we're gonna create a game plan to actually sell it successfully. Now before you just run into Claude and say, find me a one k per day product and make no mistakes, who wanna start with something a little bit earlier, which is the market. The market is one of these things that influences how successful the product is gonna be way beyond the product itself.
00:46This is the equivalence of selling umbrellas in a thunderstorm versus selling umbrellas on a bright sunny day. One of them, you're gonna have substantially more sales even though you're technically selling the same product, And that is the power of the market.
00:59Most people fall into product research, but in reality, you should be really starting with market research. But here's the good news.
01:04This is actually one of the easiest parts of this process. I'm literally gonna give you a list to choose from because I could say, oh, you need to do x y z, but in reality, we all know you want some spoon fed answer. But this is a pretty easy piece.
01:15So here are some good markets that you can choose from to actually sell in. First, we have the pet market. The only thing that people love more than their own children is their pets.
01:24Next, have the weight loss market. Most people are fat. That's a problem.
01:27They want solutions. Hair growth is a great market to get into. And honestly, anything cosmetic related where there can be a very clear transformation, a very clear before and after for this reason, skincare, you can also see us on here.
01:38Supplements is a great never ending market to be in. It can be challenging, but it is a great market to be in from a long term perspective. The beauty market is great, health and wellness, anything within these markets.
01:49And you can confidently say that the market is not the reason for your business to not be successful. Don't overthink this piece. Okay?
01:56Just select the market and move on. Alright. Now I wanna talk about identifying a problem.
02:00I'm a huge fan of doing problem research before you do product research because every top selling product in the freaking world is designed to solve a problem, but it's specifically designed to solve an emotional problem in a passionate market. So we already have that market piece kind of covered. So now we wanna work on identifying a problem that we can sell to.
02:18And the cool part about this is when you find kind of a winning problem, you can fit ten, twenty, a 100 different products that actually tackles that one very specific problem. If you take something like migraines for example, you can solve that problem with supplements.
02:33You can solve that problem with a band that you put around your head. You can solve that problem with a chiropractor visit, maybe some sort of like massage gun, massage therapy, something to fix your neck tension and like a traction device on your neck.
02:44Like, there's just endless products that you can sell if you have a winning problem. And this is where we're gonna start to use Claude. So we're gonna go directly into Claude.
02:50We don't need to use Fable for this. You can use something like Opus 4.8. Even Sonnet would be probably fine.
02:55I'm gonna stick with Opus because it's all reliable at this point. And then we're gonna paste in this massive prompt right here. By the way, guys, if you want all the prompts associated with this video, just go to my Instagram at mark builds brands.
03:05DM me the word Carl, c a r l for Magnus Carlson, of course. And we're going to hit enter. Alright.
03:12So Claude just finished up cooking here. We now have a list of 30 emotional sub niches for d to c beginner brands.
03:19So this is basically downstream from the markets. We find the market first, now we have to narrow down into specific problems.
03:25So you can see each one of these is a winning problem. First, we have lower back stiffness, we have neck and shoulder tension. If you know anything about these sub niches like plantar fasciitis, holy shit.
03:37Each one of these is a huge money making market. If you have made any money in e com before and you know the space, you know that every single one of these has multiple seven, if not eight figures hidden inside of it. So that is how powerful this process is.
03:50So what you're gonna do is you're gonna scroll through and just pick five of these sub niches that you like the most because we're gonna work these into the next step of the process, which is going to be actually finding a product within that sub niche. So at this point, we can say the problem piece is now also complete.
04:04So let's move on to actually identifying a product, and this is where things get really fun. Alright? So follow me very carefully.
04:10First, you're gonna wanna go to gethooked.ai and get yourself a free trial here. Next, you're gonna go to your account in the bottom left hand corner and select AI and MCP.
04:19So what we're gonna do here is attach the Get Hooked MCP, which is a Get Hooked is a massive aggregator of all the top winning ads across a bunch of different ad platforms, most specifically Facebook slash Meta. So we are going to attach the MCP into Claude so we can use both of these in tandem to find a winning product incredibly quickly.
04:37So you're gonna scroll past the API and look at this connect to AI agent section where it says MCP. We are going to copy this MCP URL. Inside of Claude, you're gonna go to the left hand side, select customize, hit connectors, select this little plus icon, and then add custom connector.
04:51For the name, you can just put get hooked. You are going to paste in your MCP server URL, and then you're also gonna copy this OAuth client ID. Go back into Claude and paste that right there.
05:01Go ahead and select add. So now we basically have Claude plus the Facebook ads library on steroids all in front of us right now. Now we're gonna paste in another prompt that has a whole bunch of information on the MCP, how to use it, the process to follow, in addition to the five sub niches that you want GitHook to generally work within.
05:19After this is done, we're gonna select enter, and now we're gonna let Claude cook. This is gonna take a few minutes, so go touch grass. Alright.
05:23So Claude just finished up. And as you can see, it did a lot of research within each individual sub niche. And if you scroll keep scrolling down close to the bottom, you'll see the actual brands that qualify.
05:36Meaning, they're running enough active ads. Their sub niche is actually within the general list of sub niches that you inputted in that initial prompt, and it even identifies the product, the pain point, the ad pattern that they typically use, the funnel architecture that they're typically using. Are they driving to a PDP?
05:51They Are going to an advertorial, and a bunch of other cool stuff in addition to their top performing ad. So what I found here is this Facebook page called fall prevention tips. They have 232 active ads running right now.
06:02They have a few sub domains, and they're basically selling wide toe box barefoot shoes that are specifically marketed using the angle of eliminating foot pain as you can see. So just like that, the product selection piece is already done. When you have the right tools and the right technology, then this process of finding a solid product should never take you more than like an hour.
06:21So at this point, the product selection is entirely done. And we can move on to what I believe is one of the most important steps, but get hooked already kinda did a lot of it for you, which is to validate the product. And what does validation really mean?
06:32Well, validation means how can we prove that this business is actually making money? Now, unfortunately, it's like not we have access to their financials. A lot of tools are just general estimations of how much money they're making, but there's one thing that is actually public and that you can see and that is generally the traffic that they are sending to their website.
06:49So we're gonna use a similar web extension, which you can also use. I think you get like three free searches per day.
06:55And what we're really looking for is we wanna see a company that's making approximately at least $300,000 per month.
07:02Now you may be asking, Mark, how the hell are you able to calculate exactly how much money? Well, I can't. I can't I can't calculate the exact amount, but I can get a rough estimation.
07:10And the way that you do that is just by calculating with a simple formula. So what I like to do typically is a two to 3% conversion rate on average depending on the price of the product. So this is the actual ad that was found here.
07:21And if we open the URL, enable our similar web extension, we can see that they're driving heaps heaps of traffic to this page, over a million visitors per month. Now, let's go ahead and quickly browse through the funnel here. We can see that they're selling these shoes for one pair for $70.
07:36And I reckon they can probably get these shoes sourced for, I don't know, $10, 10 to $15, but that's not the point. We care mostly about approximating revenue.
07:45But I would say if I was being conservative, this particular store would be operating at like a 2% conversion rate. Typically, I'm going anywhere from like 1.5 to 3.5% in my estimation calculation, I guess you could say.
07:58The more expensive the product naturally, the lower the conversion rate is gonna be. So let's say they're converting at 2% currently. Let's also be generous and conservative and say that they're generating on average only 1,500,000 visits per month.
08:09They're actually pretty much at 2,000,000 per month. But let's just say, again, which I like to be conservative with estimations like this.
08:15They're at 1,500,000 visits per month. Now, all you gotta do is multiply those together.
08:20So it's going to be 0.02 times 1,500,000 visits per month, two percent conversion rate, 1,500,000 visitors.
08:27And that would be a total of roughly 30,000, not dollars, but 30,000 orders per month.
08:34Now we still need the revenue. So what we have to do now is make an approximation on their average order value.
08:39Once again, I like to be conservative. They have a decent offer stack here. I'll say their average order value is probably about 90 to $100 and that's being conservative.
08:48Let's use 90 as a, you know, a nice average number. So we're gonna take that 30,000 number, multiply that by 90, and that would be a grand total of $2,700,000 per month.
08:58So these guys are driving a lot of traffic. Not every single store that you see that you get from Get Hooked, MCP is gonna be a number this high. You really only wanna see something that's above, like, 2 to 300 k per month in revenue.
09:09That's like the bare minimum in my opinion. So now we can confidently say that, you know, we're able to find a product. We're able to prove that it was a good product.
09:16We are able to prove that it found in a passionate market and it is solving a painful problem. And best of all, we just validated that it's actually selling at a high scale. So pretty much everything that we're looking for at this point has been solved.
09:28The final piece that would like to add here is gonna be simply the margins. See, when you're looking at competitors, a lot of times they've been running their business for longer than you so that they can, you know, negotiate with their suppliers and get better rates in terms of how much they are able to get their product at cost compared to you who's probably drop shipping to get this brand off of the ground.
09:47Right? So you have to keep that in mind. I have two very simple rules for you here.
09:51Alright? Rule number one is you wanna have at least three x your cost of goods sold for your price point. So if you're able to get this product sourced, shipped for let's say, I don't know, $15, you wanna sell for a minimum of 45.
10:02I'm not talking about the shoes in particular. Just as a general rule, three x cost of goods. And second rule, I'm gonna put $30 of margin.
10:08I used to have $20. I think in this day and age, Facebook ad costs increasing every goddamn day. $30 margins is a good place to be, which means if you are selling that product for, let's say, $50 and you're getting it sourced for 15, that means that your gross margin in this case is $35.
10:23Very good. Very, very good elementary school math right there. So you are able to satisfy both rules of three x cogs and $30 margin.
10:30Alright. So let's move on path to margins and talk about one of the most overlooked pieces of product research in general, which is the game plan. And the entire reason I included this piece in this freaking video is because I know exactly what's gonna happen.
10:42Like, most of you are probably gonna stop watching the video at this point. You're gonna immediately go try this method and you're gonna try testing this product, spend some money on ads. It's gonna fail, and you're gonna come back and be like, Mark, fuck you, man.
10:51This was a stupid method. It doesn't work. This is a scam.
10:55It's all a big scam. Goddamn it. And to you, I say, listen here, retard.
11:00This isn't 2018 general store drop shipping anymore. Alright, pal?
11:04This things have evolved, and the whole point of me saying that is that the product is not everything. The product is not like, you know, you're you're at a fucking casino and you're just trying to hit the fucking jackpot. The product is not everything.
11:18There's many, many more pieces that go into being successful in general with a product test. Because most people will probably test a product, they'll see that it's not immediately profitable, they're not immediately a winner, they're not immediately a fucking millionaire, and then they're gonna quit. They're gonna just say this whole online business thing is a scam.
11:34When in reality, you just don't know how to think and you don't know how to properly problem solve. God forbid, you know, you are forced to use one of the two brain cells rattling around in your score right now. You know, Jesus.
11:44Fuck. So what you need to do after you test this product and it doesn't go well is ask a very simple question, which is why? I know you're gonna have to think.
11:52Put put on your fucking thinking caps. Alright? And this is actually not a super difficult question to answer.
12:00Anytime you test a product, it's not always the product that's the issue. In fact, very rarely is it the product. If you go look at some of the top brands that are doing $6.07, 8 figures per month, they're not selling anything that special.
12:12They're not selling anything that crazy, but they do have two very important things outside of the product that are dialed in. So when you ask yourself this question, you need to be able to deduce it's from one of these two things. Number one, this is some ad related issue.
12:25My ads aren't good enough. Or this is some funnel related issue, like my Shopify store, my advertorial, whatever kind of funnel that you're really running is not good enough. Now, how do you actually identify which of these two problems it is?
12:36Well, I'll give you some KPIs that you can kind of keep in your mind to know which issue it actually is. So with ads, there's three metrics you wanna look at. I could go so deep into ads, but really most of it comes down to three metrics.
12:49The first is your CPC, second is your CTR, and third is your CPMs. Okay?
12:54Now your CPC, if you're selling in The US, your goal is to be at roughly a dollar 50 in terms of your CPC, which means you're paying Facebook a dollar and 50¢ for every single click that they get people off of Facebook. This is your link CPC, just to be clear.
13:09If it is super elevated, like $2.03, $4, it's because of one of these two reasons. This is ultimately just an indicator.
13:16It's like the . It doesn't tell you what's wrong, but it tells you something is wrong. If it is elevated, now we have to look at these two, which is gonna be your CTR.
13:24Your KPI should be a minimum of 3%, and honestly, I would probably say closer to 4%. But if you have a sub 3% CTR, you have a serious creative issue.
13:34Your creatives are not that good. You need to go watch my other videos on how to make winning ads. Simple as that.
13:39Now, if your CTR is good, maybe it's 4%, 5%, your CPC is still elevated. The only other thing it could possibly be is very, very high CPMs. I don't actually even have a KPI for CPMs, but let's just say it's super, super niche dependent and location dependent.
13:54Let's say you're selling in The US and you have CPMs generally that are over like $80. Right?
13:59That would be what I would consider a little bit on the higher end. It's all very relative, but I'll say over $80 is like a good place to kinda draw that line. CPMs are a difficult issue to solve.
14:10Some of the issue with CPMs could go right back to your creatives. Facebook likes to reward people that have really good creatives, really engaging creatives without pissing off all their users with low CPMs. So it's kind of like a self consuming issue.
14:25Like if your creatives aren't good enough, your CPMs will be higher and your CTR will be lower. So it's a . Ultimately, 90% of the issues I see is ads related issues, and it's specifically because people think they have great ads when in reality, they don't.
14:39They don't know how to write good copy. They don't know how to write good hooks. They don't know how to generate ads that Facebook wants to push out to its users.
14:46That is like the crux of the issue 90% of the time. The one concern here I have is that some of you guys are gonna try to max out these metrics for vanity. You still have to sell shit.
14:56I see so many people that are running like very high curiosity curiosity native native static static type images or videos. And like, but Mark, my CTR is so high but I'm not converting people. Well, yeah, because you forgot to sell them, dickhead.
15:07You're not a content creator. You're not trying to get likes and engagement. You're trying to sell people.
15:10So it's a balance between conversions and engagement, which is the numbers that you're looking at here.
15:16Now, over here on the funnel side, here are a few metrics you wanna keep in mind. Alright? Metric number one is gonna be what I call your add to cart ratio, which is of all the people that click and actually land on your first landing page, whatever the first one is, whether that's a, uh, advertorial presales page or directly to your PDP, the ratio of people that add your product to cart should be no less than 10%.
15:38This is a little bit dependent on the price of product. You can bring it down to eight or 9% if you're selling something more expensive, but generally 10% is a good place to be. If it's under this, your funnel is not good enough or your ads are driving unqualified traffic.
15:50The second thing is your add a cart to purchase ratio. What you should look for here is typically 30% completion. Meaning, if you have 10 add a carts, at least three should actually go through and purchase.
16:01If it's anything lower than that, there's some issue between the time that they add a cart and purchase. That's very straightforward. But sometimes people don't check their payment processors and they have some kind of, uh, issue with approval rates or something like that, or maybe their checkout process is just too complicated.
16:16They tried to do too much. Simplicity in the checkouts is key. Like, you'll be much better removing things than you are like trying to add all these various things to try to bump your conversion rate.
16:24And then the final thing is just gonna be either your AOV or your LTV, kinda depending on what model you're running with your particular store. Most of it comes down to LTV because AOV actually fits within LTV. But this is just a fancy way to say that maybe you are acquiring customers pretty decently well, but you're not getting enough money from them.
16:42That's either gonna be on the first purchase, so you don't have any upsells or downsells, which is gonna be reflected in a low AOV, or it's gonna be in a low LTV if you're running like a subscription model or you're heavy on retention in some way or another. So you wanna see if you're just doing straight Shopify, you should aim for your AOV to be 20 to 40% above your selling price.
17:02So if you're selling your main, like, one product for, like, $40, you wanna push that AOV up on, I would say, even, like, 50% above that number to be in a decent range. LTV, however, should be substantially higher. So I'm not gonna make a product research video without something like this because I watched so many videos that was like, all you have to do is this with this, boom, winning product, you're good to go.
17:22No. The product is one piece of the equation. There's so much more that goes into it.
17:26That's why I think one of the most valuable things that you can have in your e comm journey is just guidance because you don't know what you don't know. And a lot of times, there's so much that goes into this analysis right here between the funnel or the ads or maybe by some miracle, it actually is a product related issue, then you need somebody who's way smarter than you and way more experienced than you to be able to tell you.
17:46That's why I built BBA, Brand Bills Academy, which is my mentorship program that I've owned for years now to help people with this exact thing. Because I can hop on a call with them, which I do every Monday, and say, These are your numbers. This is exactly where you're going wrong.
17:58This is exactly how to fix it. They'll come to me next week and be fucking killing it. So if you ever want to apply for something like that, work with me more closely, just click the first link in the description for an application and see if you're a good fit.
18:09Other than that, guys, thank you so much for watching this video. See you on the next one. Peace.
The Hook
The bait, then the rug-pull.
The video opens on a Shopify dashboard showing $43,913 in daily sales — proof before the pitch. Mark promises a five-step system so repeatable that picking the right product becomes the easy part, and everything after it becomes the actual work.
Named ideas worth stealing.
00:20list
5-Step Product Research System
- Market
- Problem
- Product
- Validate
- Gameplan
Sequential system for finding a validated DTC product. Each step gates the next — you don't pick a product before picking a market and problem.
Steal forAny product launch or course on e-commerce research methodology
07:00model
Revenue Estimation Formula
- Monthly visits × conversion rate (1.5–3.5%) × average order value
Conservative public-data estimate of competitor revenue using SimilarWeb traffic. Threshold: $300k/month minimum to validate the market is worth entering.
Steal forCompetitor analysis, market sizing without access to financials
09:40list
Margin Rules
- Rule 1: Sell price ≥ 3x COGS
- Rule 2: Gross margin ≥ $30
Two-rule margin filter applied before running any ads. Both must pass simultaneously.
Steal forProduct sourcing checklist, offer pricing review
12:50model
Ads KPI Diagnostic Tree
- CPC → $1.50 target (check-engine light)
- CTR → 3%+ minimum (creative quality signal)
- CPM → <$80 in US (audience/creative quality signal)
Three-metric cascade for diagnosing why a product test underperformed on the ad side. CPC triggers the diagnosis; CTR and CPM isolate the cause.
Steal forAd account audit framework, onboarding new clients
15:13model
Funnel KPI Diagnostic Tree
- ATC ratio → 10% minimum
- ATC:Purchase ratio → 30% minimum
- AOV/LTV → 20–50% above base price
Three-metric cascade for diagnosing funnel-side failures when ads are performing but revenue isn't.
Steal forShopify store audit, conversion rate optimization checklist
How they asked for the click.
VERBAL ASK
17:20product
“If you ever want to apply for something like that, work with me more closely, just click the first link in the description for an application and see if you're a good fit.”
Soft close positioned as guidance/mentorship rather than a hard sale. Comes after a full value dump — feels earned rather than bolted on. No countdown or scarcity.
MENTIONED ON CAMERA
FROM THE DESCRIPTION
PRIMARY CTAWhere the creator wants you to go next.
OTHER LINKSAlso linked in the description.
Visual structure at a glance.
