Shopsterra
Shows Shopify stores their real profit after ads, COGS, refunds, fees, and shipping.
Tagline
See your real Shopify profit
The true-profit layer Shopify forgot to build.
Stop scaling ads that lose money.
Cheaper profit analytics for Shopify brands.
The true-profit layer Shopify forgot to build.
The page repeatedly contrasts Shopify revenue with actual profit, so positioning as the missing financial layer is the clearest category frame.
Cheaper, simpler alternative to bloated $499+/mo ecommerce analytics tools.
The comparison table explicitly calls out expensive tools with days of setup and GMV-based pricing; Shopsterra’s flat $49/mo and five-minute setup are the wedge.
Stop scaling losing products and ad campaigns.
The strongest pain is margin leakage from ads, COGS, refunds, and fees; the product’s product profitability and funnel leak finder features support a direct pain-killer message.
Primary user
DTC Shopify founder or operator running a $200k-$2M/year store who needs margin visibility without a finance team
ICP #1
Founding DTC operator doing $300k-$1M GMV with paid acquisition on Meta and Google
Pain
They look profitable in Shopify but get surprised by cash crunch because ad spend, refunds, and fees are hiding the real margin.
Why this solves
Shopsterra directly subtracts those hidden costs and gives them one daily number they can trust before scaling spend further.
ICP #2
Ecommerce manager at a $1M-$2M Shopify brand responsible for reporting to the founder
Pain
They spend too much time stitching together spreadsheets to explain why revenue is up but cash is down.
Why this solves
The product replaces spreadsheet math with a dashboard that already combines revenue, COGS, shipping, and fees into product-level profitability.
ICP #3
Fractional ecommerce consultant managing several small Shopify stores
Pain
They need a fast way to identify which client stores are leaking margin without buying expensive BI tooling for each account.
Why this solves
Flat pricing, multi-store support on Pro, and a five-minute setup make it practical to deploy across multiple clients quickly.
Strengths
- +The core promise is instantly understandable: revenue is not profit, and the page quantifies the gap at 30-40%.
- +The pricing story is strong and specific: flat $49/mo, never GMV-based, free during beta, no credit card.
- +The feature set is focused rather than bloated, which matches the target buyer’s need for fast clarity over dashboards full of fluff.
Weaknesses
- −The page is very top-of-funnel and under-specifies how it actually computes true profit, which will trigger skepticism from serious operators.
- −It claims broad coverage of ad spend, COGS, refunds, fees, and shipping, but does not explain data sources, integrations, or how missing cost data is handled.
- −The comparison section is vague and a little defensive; naming actual competitors but not showing side-by-side proof leaves the differentiation half-baked.
- −There is no trust layer beyond “read-only access” and App Store presence; no testimonials, customer logos, or sample outputs to prove the numbers are accurate.
- −The page doesn’t separate the two plans in a way that makes the Pro upgrade compelling beyond multi-store support.
Fix these
- Add a concrete walkthrough of the math: show a sample product with revenue, ad spend, COGS, shipping, fees, refunds, and final profit.
- Show real screenshots of product-level margin and funnel leak detection, not just a hero dashboard image.
- Add proof: customer quotes from Shopify founders, before/after profit screenshots, or a short case study showing a store that thought it was profitable and wasn’t.
- Clarify integrations and assumptions: how ad spend is ingested, whether COGS is manual or imported, and what happens when data is incomplete.
- Make the comparison table sharper by naming what Shopsterra does that Triple Whale/Lifetimely/BeProfit don’t, especially around pricing simplicity and setup speed.
Drop-in replacement copy
Headline
Know your real Shopify profit
Daily profit after ads, COGS, refunds, fees, and shipping.
Stop guessing with a daily profit number
Shopsterra turns Shopify revenue into true profit by subtracting the costs that actually matter. You get one number you can use before spending more on ads.
Find the products killing margin
See which SKUs make money and which ones quietly drain cash. That means you can stop scaling losers and double down on winners.
Catch the first leak fast
The Funnel Leak Finder surfaces the biggest margin drain first instead of forcing you to dig through spreadsheets. It helps operators act before the week is over.
Set up in minutes, not days
Connect your Shopify store in about 5 minutes with read-only access only. No store changes, no GMV-based pricing, and no bloated setup.
FAQ
How do you calculate true profit?
Shopsterra combines revenue, ad spend, COGS, refunds, chargebacks, fees, and shipping into one profit view. The goal is to show contribution margin as clearly as possible from the data connected to the store.
Does Shopsterra need write access to my store?
No. It uses read-only access and cannot modify your Shopify store.
What if I don’t have perfect COGS data?
You can still use Shopsterra with partial data, but the profit number is only as accurate as the inputs. The dashboard is designed to make missing cost data obvious so you can fix it.
How is this different from Shopify Analytics?
Shopify Analytics shows revenue and store activity. Shopsterra shows what you actually keep after the real costs, plus product-level profitability and margin leakage.
Who is this for?
It’s built for Shopify founders and operators running around $200k to $2M a year who need margin visibility without hiring a finance team.
Shopify revenue is not profit. Shopsterra shows your real daily profit after ads, COGS, refunds, fees, and shipping. Connect a store in 5 minutes. Stop guessing. Start scaling the SKUs that actually make money.
Most Shopify stores think they're profitable. Then ads, refunds, fees, and shipping hit. Shopsterra shows the gap before you scale a losing product.
I kept seeing the same spreadsheet problem in Shopify stores: revenue looked great, but nobody knew if the store was actually making money. So I built Shopsterra to pull in revenue, ad spend, COGS, refunds, fees, and shipping into one daily profit number.
Built something I wish every DTC operator had: - connect Shopify in 5 minutes - see true profit daily - find money-losing SKUs - export CSV when you need it No finance team required.
Revenue up, cash down? That's usually not a growth problem. It's a margin visibility problem. Shopsterra shows where profit leaks: ads, refunds, fees, shipping, and bad products.
Scaling a losing product sucks. Shopify shows sales. It does not show whether those sales survive ad spend, refunds, and fees. Shopsterra does.
This is the dashboard every Shopify founder needs: Daily true profit Product-level winners and losers Funnel Leak Finder Flat pricing, no GMV tax If you run paid traffic, this is the number that matters.
One click and you can see which part of the business is killing margin. Not revenue. Not vanity metrics. Actual profit after the real costs.
The best feedback so far: 'Finally, a number I can trust.' That's the job. Not more charts. Not more dashboards. One daily profit number that tells the truth.
Every ecommerce operator asks some version of the same thing: Are we actually making money, or just buying revenue? Shopsterra answers that in 5 minutes.
Angle: category frame: Shopify revenue is not profit
Shopify revenue is not your profit. That sounds obvious until you sit in the weekly numbers meeting and realize nobody can explain where the margin went. Ads. Refunds. COGS. Shipping. Fees. Those are the things that decide whether a store is healthy or just busy. I built Shopsterra because I kept seeing the same pattern: founders were scaling revenue while their cash position got worse. The problem is not that merchants lack data. It’s that the data is split across too many places, and the math takes too long. Shopsterra connects to a Shopify store in about 5 minutes and shows true profit daily. Not revenue. Profit. It also breaks down which products are actually making money, and which ones are just eating ad spend. If you run a Shopify brand and still trust revenue alone, you’re making decisions with half the picture.
Angle: operator pain: spreadsheet replacement
If your ecommerce reporting still lives in spreadsheets, you already know the pain. Revenue from Shopify. Ad spend from Meta and Google. COGS from somewhere else. Refunds, chargebacks, fees, shipping. Then someone tries to stitch it all together and explain why the store is “up” but cash is down. That was the wedge for Shopsterra. The goal is simple: replace spreadsheet math with a daily true-profit view that a founder, marketer, or operator can trust. It’s read-only. It connects fast. It shows product profitability instead of just store-level vanity metrics. And it surfaces the first place margin is leaking, instead of forcing you to hunt for it manually. The interesting thing is that most stores don’t need more analytics. They need fewer excuses and one clear number. That’s the product.
Angle: pricing + alternative to bloated tools
A lot of ecommerce analytics tools have the same problem: They’re expensive, they take forever to set up, and the pricing scales with your GMV. That’s a weird way to charge a merchant for wanting to know their own profit. Shopsterra is intentionally boring on pricing: flat monthly fee, no GMV tax, no surprise bill when your store grows. It’s also intentionally narrow. It doesn’t try to become a bloated warehouse of charts and dashboards. It answers one question well: what is your store actually making after the real costs? For founders doing $200k to $2M a year, that answer is usually more valuable than another layer of generic reporting. If you’re evaluating tools like Triple Whale, Lifetimely, BeProfit, or Peel, the question I’d ask is simple: which one gets you to a trustworthy profit number the fastest? That’s the bar Shopsterra is built to clear.
No visuals for this kit yet.
Tagline
True profit for Shopify stores
Description
See what your Shopify store actually makes after ads, COGS, refunds, fees, and shipping. Connect in 5 minutes, track daily profit, and find losing products before they drain cash.
Maker's first comment
I built Shopsterra after seeing the same problem over and over: Shopify revenue looked healthy, but the store was quietly losing margin once ad spend, refunds, fees, shipping, and COGS were added back in. Founders were making growth decisions from incomplete numbers. Marketers were scaling campaigns that looked good on ROAS but terrible on actual profit. Operators were wasting hours stitching together spreadsheets just to answer one question: are we really making money? Shopsterra is my attempt to fix that. It connects to a Shopify store in about 5 minutes, is read-only, and gives you a daily true-profit view plus product-level profitability so you can see which SKUs are winners and which ones are bleeding cash. I’d love feedback on the math, the clarity of the reporting, and whether the setup feels fast enough for a busy operator. If you run a Shopify store, tell me what you’d need to trust the numbers on day one.
Pinned maker comment
Would love feedback on three things: whether the profit calculation feels trustworthy, whether the product-level view makes the output actionable, and what would make you switch from spreadsheets or a heavier analytics tool.
Meta
Target: Shopify founders scaling on Meta
Hypothesis: DTC operators who think they are profitable are missing ad spend, refunds, fees, shipping, and COGS in one place. Shopsterra shows true daily profit and product-level winners in 5 minutes. If your ROAS looks good but cash does not, this is for you.
Google Search
Shopify profit calculator that uses real costs
Hypothesis: merchants searching for Shopify profit analytics want a faster, simpler alternative to bloated tools. Shopsterra combines revenue, ad spend, COGS, refunds, fees, and shipping into one daily profit view. Flat pricing. No GMV tax. Live on the Shopify App Store.
Reddit Promoted
Your Shopify revenue can still be losing money
Hypothesis: indie founders and ecommerce operators on Reddit care more about margin visibility than more dashboards. Shopsterra connects to Shopify in 5 minutes and shows true profit after ads, COGS, refunds, fees, and shipping. Built for people who are tired of spreadsheet math.
Subreddits
r/Shopify
A practical teardown of how Shopify revenue hides true profit, with a sample calculation and screenshots
Rules: No low-effort self-promo; contribute useful analysis, answer comments, and avoid posting only a product link
r/ecommerce
How to calculate true profit for a DTC store without a finance team
Rules: Lead with value, show numbers, and avoid pure marketing language
r/Entrepreneur
The mistake of scaling revenue before knowing contribution margin
Rules: Posts should be discussion-focused and not read like an ad
r/SideProject
Build story: why I made a Shopify profit layer and what I learned from merchant feedback
Rules: Share the build, lessons, and product screenshots; keep the pitch secondary
r/indiehackers
Build-in-public thread about validating a niche SaaS for Shopify operators
Rules: Must include metrics, learnings, and transparency; no obvious promotion-only post
Communities
Post a build log with concrete numbers and ask for feedback on positioning, pricing, and trust signals
Participate in support threads and share a useful profit-calculation teardown before mentioning the product
DTC Newsletter Operators group
Offer a free profit audit for a few stores and share anonymized learnings, not a sales pitch
Cold outreach template
Hey {firstName} - I saw {context} and thought of a problem Shopsterra solves: Shopify revenue often looks fine while true profit is leaking through ads, refunds, fees, and shipping. I built a read-only tool that shows real profit in about 5 minutes and flags the products draining margin first. If helpful, I can run a free profit check on one store and send you the numbers.
Product Hunt timing
Launch on Tuesday at 12:01am Pacific Time. That gives you a full weekday for traction, catches US operators early, and avoids the weekend when Shopify founders are less active and less likely to upvote or comment.
Indie Hackers post ideas
- 01I built a Shopify profit dashboard because revenue was lying to me
- 02How I’d validate a niche SaaS for DTC operators before adding features
- 03What merchants actually need from ecommerce analytics: profit, not more charts
Competitor alternatives
Current tone of voice
Direct, punchy, and slightly adversarial toward Shopify’s native reporting; for example, “Your Shopify revenue is not your profit.”
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