Best Shopify Profit Tracking Apps for DTC Brands (2026): 11 Tools Compared

How did we evaluate these apps?

We gave no stars or scores. We checked each app against nine questions a scaling brand asks:

1. Profit depth: which costs are counted: product, shipping, 3PL fees, payment fees, returns and ads.
2. Zoom levels: whole business, then product family × channel, then each SKU.
3. Cost evidence: real bills or estimates, and whether the app says which.
4. Attribution and payback: where channel credit comes from, and CAC payback and LTV:CAC on profit.
5. Customer profit: lifetime value in profit or revenue, and cohorts you can act on.
6. Inventory and cash: weeks of cover, stockout risk and cash stuck in slow stock.
7. Advice: does it say what to do, or only report?
8. Tuned to your store: can you set your own targets and alert thresholds?
9. Fit and price: Shopify-native, multi-store and pricing model.

How we checked

Every cell comes from the vendor's own website, App Store listing or help docs, checked on 1 October 2026 and linked in the sources. No vendor paid to be included. We make MarginOS, so its limits get their own box.

Which apps tie profit to SKUs, channels and operating costs?

These apps go past a profit summary to warehouse fees, stock and the channel each order came from.

MarginOS: profit by SKU × channel, with advice tuned to your store

MarginOS is a profit analytics app for Shopify brands that shows profit by SKU × channel, not just revenue. Best for: Shopify brands past 1,000 orders a month with a 3PL or their own warehouse that want to be told which products to scale, fix or retire, not just shown data.

From 10,000 feet to 100 feet

• Command Center: performance, customer economics and cash & inventory health on one screen.
• Profit & Inventory Matrix: every product family × channel cell, with the reason behind its number.
• Every SKU: its own Unit Economics Waterfall, from revenue through every cost layer to contribution profit.

It tells you what to do

"Today's Top Moves" lists 3 to 5 actions ranked by expected profit impact, and each alert links to the fix. MarginOS recommends, and your team decides.

Profit per channel and LTGP:CAC

MarginOS reads each order's channel from the journey data Shopify records, such as UTM tags (the tracking labels on your links) and ad click IDs, not from the ad platforms' own conversion reports, where each platform can claim the same sale. Each order gets one channel, and each channel a verdict (Scale, Maintain, Pause / Fix or Fix tracking) from contribution profit, CAC and LTGP:CAC, where LTGP is a customer's gross profit in their first 90 days.

Customer Profit

Each customer's lifetime gross profit and LTGP:CAC, with cohorts built on profit, not revenue: by value (from Profit Champions to Unprofitable), lifecycle and identity. None of the other ten builds cohorts on profit by default. Export any cohort to Meta, Google Ads or Klaviyo to find more customers like your most profitable ones, win back the ones slipping away, and stop spending on the ones who never turn a profit.

DTC kept apart from Amazon, wholesale and retail

Many scaling brands sell direct on their Shopify store and also run Amazon, wholesale and in-store orders through it. The same SKU can earn a very different margin in each. MarginOS sorts every Shopify order into a business line: DTC, marketplace (Amazon through Marketplace Connect, Walmart and TikTok Shop), wholesale (Faire, Mable and B2B orders), retail (point of sale and draft orders) or other. A view switch moves the SKU list and the Command Center between lines, with units and sales for each. DTC profit, CAC and LTGP:CAC count DTC orders only, so a large wholesale order cannot flatter a DTC product or ad channel. Stock and weeks of cover still count every line's sales, because they all draw on the same shelf. Profit for each of these lines is being modeled with the same care as DTC, starting with a direct Amazon integration due in late 2026.

Warehouse costs and cash

• 3PL + fulfillment cost visibility: works with any 3PL. Forward its invoices by email, or connect ShipBob or Shipfusion directly. Real costs are split down to the SKU.
• Your own warehouse: connect ShipStation and each label's cost is split down to the SKU. Enter your team's pick-and-pack cost once and every SKU carries it right away. Set a SKU's own cost and it replaces the store-wide figure, so you always know which numbers are exact for each product.
• Every cost is labelled measured, declared or modeled. A missing cost reads "missing", never $0.
• Cash stuck in slow stock, weeks of cover and revenue at stockout risk.

Pricing: one flat price with no order, user or sales tiers, and unlimited users. Founders Beta is $375/month after 30 free days, locked for life. The Design Partnership is free for 6 months, with conditions (as listed on 5 October 2026).

Bottom line: pick MarginOS once you pass 1,000 orders a month, you ship through a 3PL or your own warehouse team, your DTC numbers need to stay clean of Amazon and wholesale, your margin problem lives in warehouse costs, slow stock and channel mix, and you want a ranked to-do list rather than another dashboard.

Bloom Analytics: profit insights across products, ads and countries

Bloom Analytics is a Shopify profit analytics app that says it shows what is profitable, what is leaking and how to fix it. Best for: low-cost profit insights with targets you set.

• Strong: profit per product and variant. A 60-day profit LTV, profit LTV/CAC and a payback period. Thresholds you set, such as a margin floor and refund rate. Fulfillment costs from ShipStation and ShipHero.
• Limits: its cohorts count sales, not profit. The free plan shows only the last 7 days.

Pricing: free Start plan, with paid plans from $20/month and unlimited orders (as listed on 1 October 2026). Bottom line: the most profit-minded of the low-cost apps.

Which apps are simple profit trackers?

These five turn orders, costs, fees and ad spend into a daily profit number: quick, cheap, a good fit for smaller stores, and lighter on cohorts and inventory.

TrueProfit: real-time net profit on autopilot

TrueProfit is a net profit analytics app for Shopify stores that keeps profit current with little setup. Best for: real-time net profit on autopilot.

• Strong: costs per order from ShipBob, ShipStation, ShipHero and others. Ad spend from Facebook, Google, TikTok and more. One dashboard across stores.
• Limits: its pixel attribution is Enterprise-only. LTV is revenue-based, with no CAC payback listed.

Pricing: from $35/month for 300 orders, 14-day trial (as listed on 1 October 2026). Bottom line: a fast route to a live profit number.

BeProfit: profit across stores and marketplaces

BeProfit is a multi-store profit analytics app, part of Viably, covering Shopify, Amazon and WooCommerce. Best for: multi-store and multichannel brands.

• Strong: profit by product, vendor, type and collection. Shipping and fulfillment connections, inventory and working-capital reports, and pricing and profit simulators.
• Limits: one shop per plan below the $249 Plus plan. UTM attribution and LTV cohorts start on the $149 Ultimate plan.

Pricing: from $49/month for 450 orders, 14-day trial (as listed on 1 October 2026). Bottom line: the pick when you sell beyond Shopify.

Profit Calc: automatic profit with ad spend sync

Profit Calc is a Shopify profit calculator that syncs costs and ad spend for ad-driven merchants. Best for: ad-driven Shopify merchants.

• Strong: net profit by order, product and store. Ad spend from seven networks, including Meta, Google and TikTok. Costs from ShipHero, ShipBob and others. Every feature on every plan.
• Limits: we found no attribution source, CAC payback, cohorts or inventory view.

Pricing: from $39/month for 500 orders, 15-day trial (as listed on 1 October 2026). Bottom line: broad ad coverage at a starter price.

SimplyCost: simple profit and expense tracking

SimplyCost, by Zapfor Apps, is a simple Shopify app for tracking store profit and expenses. Best for: small stores at the lowest price.

• Strong: product and variant profit, an inventory profit report, payment fees and recurring expenses.
• Limits: shipping and handling are rules you set by zone, weight or order value. No 3PL connection is listed.

Pricing: from $9.99/month for 600 orders, Pro at $29.99 with no order cap, and a 14-day trial (as listed on 1 October 2026). Bottom line: the cheapest way to stop guessing.

Clarifi: real-time net profit, with a free plan

Clarifi is a Shopify profit tracker that shows net profit after all costs, in real time. Best for: a free Shopify profit tracker.

• Strong: free up to 50 orders a month. Weekly AI Insights with recommendations. Alerts with thresholds you set, and profit goals.
• Limits: it names shipping carriers but no 3PL, and its pages disagree on whether ad spend connects or is typed in.

Pricing: Pro $19.99/month, 7-day trial (as listed on 1 October 2026). Bottom line: a small store's best free start.

Which apps focus on ads, attribution or customer lifetime value?

These four start from marketing: where customers come from, what they are worth and where the next ad dollar should go.

Triple Whale: whole-business performance with an AI agent

Triple Whale calls itself the AI operating system for modern commerce, with its own pixel and an AI agent called Moby. Best for: ad-heavy brands that want their own tracking pixel.

• Strong: the Triple Pixel, with multi-touch models on paid plans. Twelve named ad networks and more, plus ShipBob and ShipStation costs. Customer segments that sync to Meta, Klaviyo, TikTok and Pinterest.
• Limits: cohort LTV and payback use revenue, not profit. Paid plans are 12-month subscriptions.

Pricing: free plan, or Foundation at $219/month (Shopify App Store, as listed on 1 October 2026). Bottom line: the attribution heavyweight. Pair it with a profit tool if margin is the problem.

Polar Analytics: an all-in-one data stack with AI agents

Polar Analytics is an all-in-one data stack for insights, activations and AI agents. Best for: one data layer across stores, markets and channels.

• Strong: net profit by product or SKU, a server-side Polar Pixel, alerts on any metric you choose, an estimated out-of-stock date and an AI agent in Slack.
• Limits: LTV is revenue-based, with no payback metric found. 3PL costs come through a ShipStation connector or a Google Sheet.

Pricing: Core plan from $750/month (Shopify App Store, as listed on 1 October 2026). Bottom line: a full data layer, priced to match.

StoreHero: an AI growth coach and profit dashboard

StoreHero is an AI growth coach and profit dashboard for e-commerce brands and agencies. Best for: deciding where the next ad dollar goes.

• Strong: product cost, gross profit and breakeven ROAS (return on ad spend) per product. A Spend Advisor that says pause, pivot or scale. Yearly goals turned into monthly benchmarks.
• Limits: the AI Profit Co-Pilot sits in the Elite tier, from $299/month. ShipBob and ShipStation appear only as "works with" badges.

Pricing: $179/month up to $1M revenue, 14-day trial (as listed on 1 October 2026). Bottom line: strong on ad decisions, light on operating costs.

Lifetimely: an AI profit analyst built around LTV

Lifetimely, by AMP, is an AI profit analyst for Shopify brands covering profit, acquisition, retention and products. Best for: cohort payback and LTV.

• Strong: LTV cohorts with a CAC column and a payback marker, an option to measure LTV on gross margin, store UTM data plus a post-purchase survey, and a Profit Agent that proposes actions and carries them out once you approve.
• Limits: LTV counts sales by default, handling costs are typed in, and each store needs its own subscription.

Pricing: free up to 50 orders, $49/month for 500 orders and a 14-day trial (as listed on 1 October 2026). Bottom line: the strongest cohort payback tool here.

Which app turns 3PL and warehouse bills into cost per order?

Five apps list a 3PL or fulfillment connection that feeds cost into profit: TrueProfit, BeProfit, Profit Calc, Bloom Analytics and Triple Whale. Lifetimely, Polar and Clarifi import some shipping costs, and StoreHero lists ShipBob and ShipStation as apps it works with. SimplyCost uses rules you set by hand.

MarginOS works with any 3PL: forward its invoices by email, or connect ShipBob or Shipfusion directly. Real costs are split down to the SKU, so a bulky product carries its own fees instead of an average. None of the other ten describes reading the 3PL invoice itself. Brands with their own warehouse connect ShipStation for label costs per SKU and enter their pick-and-pack cost once for the whole store, or per SKU for exact numbers. See how warehouse invoice import works.

Which apps judge ad channels on profit, CAC payback and LTV:CAC?

Attribution decides which channel gets credit for a sale. Apps take it from the ad platforms' own conversion reports, from their own tracking pixel (Triple Whale, Polar, Bloom and TrueProfit's Enterprise plan), or from the journey data your store records, such as UTM tags (Lifetimely, BeProfit, Clarifi).

Bloom Analytics reports profit LTV/CAC and a payback period, and Lifetimely shows CAC payback by cohort. Triple Whale, TrueProfit and Polar report LTV on revenue, which can make a discount-heavy channel look healthy.

Ad blockers, privacy rules and shoppers switching devices hide part of every journey, so MarginOS does not argue over who gets credit. It asks whether each channel brings in customers who make you money, judging each one on contribution profit, CAC and LTGP:CAC. Its Growth page shows CAC payback per channel as well as store-wide. It reads ad spend from Google and Meta. See our LTGP:CAC benchmarks.

Which apps build customer cohorts on profit, not revenue?

A cohort is a group of customers, such as everyone who first bought in March. Of the seven other apps with cohorts, five add up revenue or sales by default, and two do not say. Lifetimely and Polar offer a gross margin option.

MarginOS builds cohorts on profit by default, by value, lifecycle and identity, so you can send at-risk Profit Champions to a Klaviyo win-back flow and seed ad audiences from your most profitable customers. See how Customer Profit builds profit cohorts.

Which apps show cash stuck in inventory?

Five of the other ten show some inventory data: Triple Whale forecasts demand and sets reorder points, Polar estimates an out-of-stock date, Bloom shows inventory value, BeProfit has inventory and working-capital reports, and SimplyCost reports inventory profit. None of the pages we read describes the dollars tied up in slow stock.

MarginOS shows weeks of cover and the cash in slow and dead stock, and flags "Cash Drag" product families with the dollars tied up. It works alongside your inventory app: MarginOS shows where cash is stuck and what is at risk of selling out, and your inventory app places the purchase orders.

Which apps tell you what to do, tuned to your store?

A report shows a number. Advice says what to do next. Four of the other ten name a next step: Clarifi's weekly AI Insights, Bloom's insights on what to scale, fix or cut, StoreHero's Spend Advisor and Lifetimely's Profit Agent, which can act once you approve. Triple Whale, Polar, TrueProfit and BeProfit add AI agents or assistants.

Advice is only as good as its thresholds, so the rules must be yours. Clarifi, Bloom, Lifetimely and Polar let you set thresholds or targets.

MarginOS ranks 3 to 5 actions in Today's Top Moves by expected profit impact, using rules you set, such as the safety buffer, the return-rate alert and what counts as a hero product. Every action rests on profit after every cost layer, not on revenue.

Is Shopify's own profit report enough?

Shopify's profit reports show gross profit by product and variant, and margin by order, using a "Cost per item" you enter. Order margin counts product costs, shipping, duties and import taxes your store paid.

We found no mention of payment fees, 3PL fees or ad spend in those reports. They are a good free start, but not enough to judge a channel, a customer or a 3PL bill.

Example: what "real profit" looks like for a $6M supplement brand

Illustrative example: a made-up but realistic brand, with every figure computed by a script.

Take a supplement brand doing $6,000,000 a year across 100,000 orders, an average order of $60.00. Its 55% gross margin looks healthy. Count every cost layer and it falls to 28% before a dollar of advertising:

The layers follow our full cost layer model, with duties inside inbound freight. The last line is often called CM1 (profit before marketing).

Now two SKUs. Both sell for $48.00 with $21.60 of product cost, so both show a 55.0% gross margin. One is a bulky greens powder tub, the other a light capsule bottle.

The capsules keep about 2.5 times as much per unit. Average storage, pick and pack, shipping and returns across both, as an averaging app would, and each carries $11.33 a unit: the tub shows $11.02 (22.9%), the capsules $12.52 (26.1%). On screen they look like near-twins. In truth one deserves more ad budget and the other a price rise or a smaller box. That is why MarginOS builds a Unit Economics Waterfall for every SKU: each product carries its own costs, not an average.

How do you choose the right profit tracking app?

Answer six questions before you book a demo:

1. What stage are you at? Under about 1,000 orders a month and packing your own boxes, a simple tracker is enough. Past that, with a 3PL or your own warehouse team, shortlist apps that turn warehouse costs into a cost per SKU.
2. How many stores and business lines do you run? Several stores or separate marketplace accounts point to a multi-store tool. If Amazon, wholesale or in-store orders flow through one Shopify store, check that the app keeps them out of your DTC profit, CAC and payback.
3. Is your problem ads or margins? Ads need attribution depth. Margins need cost depth.
4. Do you need inventory? If cash is stuck in stock, you need weeks of cover, not just profit.
5. Do you want reports or advice? A dashboard still needs someone to decide.
6. Can you set your own targets? Or do you get someone else's benchmarks?

Three common mistakes

• Trusting ROAS alone. Return on ad spend counts revenue, not profit, so a channel can look great and lose money. See why contribution margin beats ROAS.
• Treating a missing cost as $0. An unknown 3PL fee shown as $0 quietly overstates profit.
• Averaging 3PL fees by revenue. It makes a weak SKU look like its strongest sibling.

6 spreadsheets and 12 browser tabs is not a system — it's a tax.

Frequently asked questions

What is the best Shopify profit tracking app in 2026?

It depends on your stage. For Shopify brands past 1,000 orders a month with a 3PL or own warehouse, our pick is MarginOS: it counts every cost layer for every SKU, then shows which products to scale, fix or retire and which channels make money. We make MarginOS, and every claim here links to its source. Smaller stores do well with Clarifi or SimplyCost. Lifetimely leads on cohort payback, BeProfit on multi-store, Triple Whale on attribution.

Which app shows profit per SKU on Shopify?

Nearly every app here shows profit per product, but profit depends on which costs are counted: leave one out and profit looks higher than it really is. Most apps count product cost, shipping, payment fees and ad spend, and most do not name 3PL fees such as pick-and-pack and storage as a cost of their own. MarginOS counts every cost layer for every SKU and shows each one as a Unit Economics Waterfall, from revenue down to contribution profit. A cost it does not have yet shows as missing, never as $0.

How do I track 3PL costs per order on Shopify?

Connect your 3PL to a profit app that reads the real bill. MarginOS works with any 3PL: connect ShipBob, ShipStation or Shipfusion directly, or forward any 3PL's invoices by email, and it splits the real costs down to each SKU, so a bulky product carries its own fees instead of an average. Several apps here pull shipping or fulfillment costs per order from tools such as ShipBob, ShipStation or ShipHero, but none of the others describes reading the 3PL invoice itself.

How do I find margin leaks from refunds and shipping?

Look at profit per SKU after every cost, not gross margin. Returns, shipping and 3PL fees hit bulky or often-returned products hardest. MarginOS shows margin leaks in its Profit & Inventory Matrix, flags high returns at a return rate you set, and each SKU's Unit Economics Waterfall shows which cost is eating the margin.

Is MarginOS last-click attribution?

No. With ad blockers, privacy rules and shoppers switching devices, no tool sees every step to a sale, so MarginOS does not argue over which channel deserves how much credit. It asks a better question: does this channel bring in customers who make you money? Each order gets one channel from the visit data Shopify records, and MarginOS shows each channel's profit and the lifetime profit its new customers bring against what they cost to win (LTGP:CAC).

Can I build ad audiences from my most profitable customers?

Yes. MarginOS Customer Profit groups customers by the profit they bring, not what they spend. Export your Profit Champions as a CSV file and upload it to Meta or Google Ads as a lookalike seed, or to Klaviyo. Upload unprofitable customers as an exclusion list, so you stop paying to reach customers who never turn a profit.

Is there a good profit tracking app under $500 or $200 a month?

Yes, and the right pick depends on your stage. While you are small, a low-cost tracker does the job: as listed on 1 October 2026, SimplyCost starts at $9.99 a month, Clarifi and Lifetimely have free plans, and TrueProfit, Profit Calc, BeProfit and Bloom start under $50. Once you scale and rising CAC leaves no room for error, you need to know exactly what each SKU earns and which products to scale or cut. That is what MarginOS is built for: it counts every cost layer for every SKU and tells you what to scale, fix or retire. No other app here pairs a full cost breakdown for every SKU with that advice. It is one flat $375 a month after 30 free days, with no order, user or sales tiers, or free for 6 months as a Design Partner, with conditions.

Which apps show CAC payback and LTV:CAC?

Bloom Analytics shows profit LTV/CAC and a payback period. Lifetimely shows CAC payback by cohort, with a gross-margin LTV option. Triple Whale shows when CAC is earned back, and TrueProfit and Polar show LTV:CAC, all on revenue. MarginOS works on profit, not revenue: it judges each channel on LTGP:CAC and CAC payback, so you see which channels bring in customers who earn back their cost in profit.

Is Shopify's built-in profit report enough?

It is a good free start. Shopify's profit reports show gross profit by product and variant and margin by order, using a cost per item you enter. We found no payment fees, 3PL fees or ad spend in them. Once you scale, those missing costs make profit look higher than it is, and that is when you need an app that counts every cost layer.

Can I use a profit tracking app alongside Triple Whale?

Yes, and if margin is your problem, you probably should. Triple Whale is strongest on its pixel and ad reporting, but its cohort LTV and payback run on revenue, and it does not describe a cost breakdown for each SKU. MarginOS fills that gap: it counts every cost layer for every SKU, including your 3PL or own-warehouse fees, judges each channel on the profit its new customers bring, shows cash stuck in slow stock and builds customer cohorts on profit. Triple Whale shows where your sales come from. MarginOS shows which products, channels and customers make money after every cost.

Sources and how we keep this current

We checked every row on 1 October 2026 against the pages below. Our fact sheet holds the exact vendor quote behind each table cell.

1. MarginOS: product, pricing, Connect Shopify, warehouse invoice import, AI assistant connector.
2. Bloom Analytics: pricing, product profits, customer metrics, cohorts, thresholds, shipping integrations, attribution, App Store listing.
3. TrueProfit: App Store listing, pricing, integrations, product analytics, attribution, LTV report, estimated fees.
4. BeProfit: home page, App Store listing, integrations, pricing, LTV help, working capital help.
5. Profit Calc: home page, App Store listing, profit calculator page.
6. SimplyCost: Zapfor home page, App Store listing.
7. Clarifi: home page, FAQ, guide, pricing.
8. Triple Whale: home page, pricing, App Store listing, product analytics, cohorts, inventory, ShipBob integration.
9. Polar Analytics: home page, App Store listing, product performance, profitability prompt, integrations, attribution, LTV, cohorts, inventory, alerts.
10. StoreHero: home page, pricing, App Store listing, integrations article.
11. Lifetimely: product page, pricing, LTV cohort report, LTV walkthrough, shipping costs, Profit Agent, multiple stores.
12. Klaviyo: customer lifetime value.
13. Shopify: profit reports.

We re-check every row each quarter and update the verified date on this page. Found an error, or a feature we missed? Email hello@marginos.com and we will correct it.