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Best Profit Tracking Tools for Ecommerce in 2027: 11 Ecommerce Analytics Tools Ranked for Profit

Thomas Gleeson · 9 min readUpdated
Headline '11 tools, ranked by what you actually keep' above a grid of logos for StoreHero, TrueProfit, BeProfit, Triple Whale, Northbeam, Polar, Lifetimely, Peel, Bloom, Klar and Shopify
On this page
  1. The short answer: the best profit tracking tools for 2027
  2. What is contribution margin (CM1, CM2, CM3)?
  3. Why contribution margin, not ROAS
  4. How we judged them
  5. 1. StoreHero: best for contribution margin you can act on
  6. 2. TrueProfit: best low-cost net profit tracker
  7. 3. BeProfit: best for simple P&L across shops
  8. 4. Triple Whale: best for attribution, with profit on the side
  9. 5. Northbeam: best for very large ad budgets
  10. 6. Polar Analytics: best for brands with an in-house data team
  11. 7. Lifetimely (by AMP): best for LTV and cohorts
  12. 8. Peel: best for retention and subscriptions
  13. 9. Bloom Analytics: best budget tracker with AI access
  14. 10. Klar: best for finance-led European brands
  15. 11. Shopify Analytics: best free starting point
  16. Which ecommerce analytics tool is best for your brand?

Most ecommerce analytics tools tell you what sold and which ad gets the credit. Far fewer tell you what you kept, in dollars, after product costs, shipping, payment fees, returns and the ad spend it took to win the order. That number decides whether you can scale, and it's the one this list is ranked on.

We compared 11 profit tracking and ecommerce analytics tools that DTC brands and agencies actually shortlist. Every price and App Store rating was checked on the vendor's own pricing page or Shopify App Store listing on 12 October 2026. We build one of these tools and rank it first, so for every tool, ours included, we've written down where it falls short.

The short answer: the best profit tracking tools for 2027

  • Best overall for profit tracking: StoreHero. Contribution margin in dollars by channel, product, order and customer (including profit LTV by first product), a ranked weekly action plan, inventory tied to ad spend, and a cleaned, defined data layer with an MCP so Claude and ChatGPT answer in profit.
  • Best low-cost Shopify profit tracker: TrueProfit (from $35/month) or Bloom Analytics (free plan, paid from $20/month).
  • Best for multi-touch attribution: Triple Whale for most DTC teams, Northbeam for very large ad budgets.
  • Best free starting point: Shopify Analytics, which stops at gross profit.
ToolBest forStarting priceProfit depthAI / MCPInventoryForecasting
StoreHeroProfit-first DTC brands and agencies$179/moCM1 to CM3 and net profit, by channel, product and orderMCP for Claude and ChatGPT, profit agentsStock tied to ad spendGoals, seasonal targets, AI forecast
TrueProfitLow-cost Shopify net profit$35/moNet profit; P&L from the $60 planMCP on Enterprise ($200/mo)Not listedNot listed
BeProfitSimple P&L across shops$49/moNet profit; P&L from the $99 planNot listedNot listedProfit simulators ($149 plan)
Triple WhaleAttribution-led marketing teamsFree; paid from $219/moNet profit from the costs you addMoby AI agent; MCP in plan listNot listedNot listed
NorthbeamLarge multi-channel ad budgetsFrom $1,500/moAttribution, no P&LNorthbeam MCPNot listedNot listed (MMM on Enterprise)
Polar AnalyticsLarger brands with an in-house data team$750/moContribution margin and net profit P&LPolar MCP and AI OperatorInventory analyticsYes
Lifetimely (AMP)LTV, cohorts and paybackFree; paid from $49/moNet profit P&LProfit Agent and MCPNot listedSales forecast reports
PeelRetention and subscriptions$199/moLTV and cohorts, no P&LNot listedNot listedNot listed
Bloom AnalyticsBudget Shopify profit trackingFree; paid from $20/moNet profit after costs and adsMCP from the $40 planNot listedComing soon
KlarFinance-led brands, mostly EuropeFrom €200/moCM1, CM2, CM3 to EBITDA, CM3 by SKUNot listedNot listedCost modelling only
Shopify AnalyticsEvery store, free startIncludedGross profit (CM1) onlySidekick assistantStock reports, not tied to adsNot listed

"Not listed" means we couldn't find it on the vendor's pricing or product pages, so ask before you rule a tool out.

What is contribution margin (CM1, CM2, CM3)?

On a $100 order with $38 of product costs, CM1 (gross margin) is $62. Take off $11 of shipping, fulfilment and payment fees and CM2 is $51; take off $27 of ads and marketing and CM3, your contribution margin, is $24, the dollars left to pay your team and then make a profit. That's 24% of net sales, but the $24 is what you bank. Our contribution margin formula guide has worked examples, and the contribution margin ratio explains when the percentage helps.

Contribution margin ladder for an illustrative $100 of net sales: product costs of $38 leave CM1 gross margin of $62, where Shopify's profit reports stop; shipping, fulfilment and fees of $11 leave CM2 of $51; ads and marketing of $27 leave CM3 contribution margin of $24, which pays for the team and then profit
CM1, CM2 and CM3 on an illustrative $100 order. Most tools say "contribution margin", but only CM3 has taken off shipping, fees and ad spend.

Why contribution margin, not ROAS

ROAS divides attributed revenue by ad spend, and both halves are shaky. Since Apple's App Tracking Transparency, every platform claims a slightly different share of the same sale, and Google alone offers several attribution models, most of them technically correct.

The bigger problem is what ROAS leaves out. A 3.0 ROAS says nothing about product costs, shipping, payment fees, discounts or returns, so a campaign can look efficient and still lose money on every order. Contribution margin takes all of those off first, then ad spend, and gives you one dollar figure for whether the spend paid. More in ROAS vs profitability on Shopify.

That's why this list asks one question first: does the tool get you to CM3 in dollars, every day, by channel and product?

How we judged them

We scored each tool on profit depth (gross profit, net profit or a full CM1 to CM3 ladder), which costs it counts, whether its numbers reconcile with Shopify, AI access through an MCP or agents, whether stock levels change ad spend, goals and forecasting, and price for the brand it's built for.

1. StoreHero: best for contribution margin you can act on

StoreHero connects Shopify, Meta, Google, TikTok and Klaviyo into a margin-true P&L, from net sales to gross margin, margin after fulfilment, contribution margin and net profit, then turns it into a ranked weekly action plan. Costs include COGS with history, fulfilment rules, shipping from ShipStation or ShipBob, returns and payment fees.

Best for: Shopify brands scaling through 7 and 8 figures, and their agencies.

Pricing: from $179/month (stores up to $1M revenue, priced by revenue band), 7-day free trial; agencies $399/month for 3 stores plus $130 per extra store. See pricing.

What's new for 2027:

  • MCP for Claude and ChatGPT. 35 tools and around 50 P&L metrics, set up in minutes with OAuth. See our Claude and Shopify guide.
  • Agents. Spend Advisor (profit per $1 by channel), Weekly Action Plan, Inventory Checker, Creative Strategist and a Daily Anomaly Alert.
  • Inventory tied to ad spend: which ads to pull before a sell-out and which overstocked lines to push. See inventory alerts.
  • Change history and a Recommendation Log across Meta, Google Ads, TikTok and Klaviyo, next to the margin move that followed.
  • Goals and forecasting: annual goals split into seasonal monthly targets with daily pacing. See goals and forecasting.
  • AI Skills Library: around 20 free prompts for Claude and ChatGPT. Browse the AI Skills Library.

Limitations: it isn't an attribution platform, so pair it with Triple Whale or Northbeam if you need multi-touch models. It's Shopify-first, profit is only as accurate as the costs you load, it costs more than $20–$50 profit apps, and it has only 13 reviews on the Shopify App Store (5.0) so far.

Proof: VIBAe raised prices 20% using StoreHero's profit data; in November 2024 its contribution margin grew 108% year on year. Read the VIBAe story.

2. TrueProfit: best low-cost net profit tracker

TrueProfit syncs costs and shows Shopify net profit in real time, on the web and in a mobile app, with a 4.9 rating from 917 App Store reviews.

Best for: smaller Shopify stores, including dropshippers, that want an accurate daily profit number.

Pricing: from $35/month (300 orders, then $0.30 per extra order), up to $200 Enterprise; 14-day free trial.

Strengths: quick setup and wide ad integrations, from Facebook and Google to TikTok, Pinterest and Amazon.

Limits: the P&L report starts on the $60 plan and the MCP and attribution are Enterprise-only, with no contribution margin levels, inventory or forecasting listed.

3. BeProfit: best for simple P&L across shops

BeProfit tracks profit across orders, products, countries and shops, with a 4.5 rating from 203 App Store reviews.

Best for: small and mid-sized multichannel sellers.

Pricing: from $49/month (450 orders); $99 Pro, $149 Ultimate, $249 Plus for unlimited orders and shops; 14-day trial.

Strengths: unlimited ad integrations on every plan, and LTV cohorts plus profit simulators on Ultimate.

Limits: the P&L report needs the $99 plan, and we found no MCP, inventory or forecasting features listed.

4. Triple Whale: best for attribution, with profit on the side

Triple Whale is measurement-first: the Triple Pixel, multi-touch attribution, post-purchase surveys and Moby, its AI agent. It has a 4.0 rating from 92 App Store reviews.

Best for: marketing teams spending heavily across Meta, Google and TikTok.

Pricing: free plan; Foundation from $219/month and Automate from $749/month on the Shopify App Store.

Strengths: deep attribution and creative analysis, and an AI that can automate reports and act in ad accounts.

Limits: net profit is built from the costs you add, per its help centre, and the product leads with ROAS, so contribution margin isn't the spine.

5. Northbeam: best for very large ad budgets

Northbeam is first-party multi-touch attribution with view-through attribution, media mix modelling and incrementality on higher plans.

Best for: brands spending six figures a month across many channels, with an analyst to run it.

Pricing: Starter listed from $1,500/month and Professional $3,500/month, quoted on a demo.

Strengths: serious attribution depth, and the Northbeam MCP on every plan.

Limits: it measures marketing, not your P&L: no contribution margin, product profit or inventory, and the highest price here.

6. Polar Analytics: best for brands with an in-house data team

Polar Analytics gives each brand its own Snowflake warehouse with 400+ pre-built metrics, plus the Polar MCP and an AI Operator. It has a 4.9 rating from 116 App Store reviews.

Best for: larger multichannel brands with someone technical in-house.

Pricing: $750/month on the Shopify App Store.

Strengths: Polar says it covers contribution margin, a net profit P&L, forecasting and inventory, and its AI Operator can pause sold-out ads once you approve.

Limits: it's a data platform first, so answers can mean building views, and the price is steep under about $5M revenue.

7. Lifetimely (by AMP): best for LTV and cohorts

Lifetimely, now part of AMP, is an AI profit analyst for Shopify with a Profit Agent that recommends next moves. It has a 4.9 rating from 558 App Store reviews.

Best for: CPG and subscription brands that live by LTV and CAC payback.

Pricing: free plan; paid from $49/month (500 orders) to $299 (7,000 orders); 14-day trial.

Strengths: excellent cohort and LTV reporting, and the Profit Agent and MCP on every paid plan.

Limits: order-based pricing climbs fast for high-volume brands, and we found no inventory features listed.

8. Peel: best for retention and subscriptions

Peel is retention analytics: cohorts, RFM, LTV, market basket analysis and 150+ metrics. It has a 5.0 rating from 38 App Store reviews.

Best for: retention, CRM and subscription teams.

Pricing: from $199/month (6,000 orders, 3 stores); 7-day trial.

Strengths: deep segmentation, and basket analysis that informs bundles.

Limits: it's about customers, not a P&L, with no CM3 by channel, inventory or MCP listed.

9. Bloom Analytics: best budget tracker with AI access

Bloom Analytics tracks profit after COGS, shipping, ad spend and expenses across Shopify and Amazon. It has a 5.0 rating from 42 App Store reviews.

Best for: small Shopify stores on a tight budget.

Pricing: free plan; $20, $40 and $80/month; 14-day trial.

Strengths: order-level profit from $20, with MCP connectors for Claude and ChatGPT on the $40 plan.

Limits: profit forecasting is listed as "adding soon", and it doesn't break out contribution margin levels.

10. Klar: best for finance-led European brands

Klar is a German insights platform whose help centre defines CM1, CM2 and CM3 explicitly, down to EBITDA.

Best for: finance-led DTC brands, mostly in Europe.

Pricing: from €200/month, or €400/month with attribution, priced on revenue; 14-day trial.

Strengths: a clear CM1 to CM3 ladder down to EBITDA, and CM3 by SKU with marketing allocated to products.

Limits: a learning curve for busy founders, and no MCP, inventory or forecasting listed.

11. Shopify Analytics: best free starting point

Shopify profit reports show gross profit by product and variant once you've entered a cost per item, and Sidekick can answer profit questions.

Best for: every store, before it pays for anything.

Pricing: included with Shopify.

Strengths: free, and the source of truth for orders.

Limits: it stops at gross profit (CM1). Ad spend from Meta or Google isn't taken off, so there's no CM3 or profit by channel.

Which ecommerce analytics tool is best for your brand?

Start with the question you ask most on a Monday morning. If it's "what did we make, where, and what should we do this week?", that's a profit question, and it's the one StoreHero is built for. If you mainly need to settle which ad gets credit for each order, add an attribution tool such as Triple Whale or Northbeam alongside it. And if you're a very small store that only wants one accurate daily profit number, TrueProfit or Bloom Analytics will do that cheaply.

If you want Claude or ChatGPT to answer those questions, check which contribution margin the tool's MCP returns and that every cost is loaded, or the AI will happily report CM1 as profit.

See your contribution margin by channel, product and order

StoreHero connects Shopify, Meta, Google, TikTok and Klaviyo into a margin-true P&L, then turns it into a ranked weekly action plan, in the dashboard or in Claude and ChatGPT. Bring your targets and we'll show you the first actions it would give your team this week.

Book a demo

Key takeaways

  • Profit tracking means knowing your contribution margin in dollars, after product costs, shipping, fees and ad spend, every day, by channel and product.
  • ROAS ignores those variable costs and relies on shaky attribution, so a high-ROAS campaign can still lose money.
  • StoreHero ranks first for contribution margin you can act on, with a weekly action plan, inventory tied to ad spend and an MCP for Claude and ChatGPT. It isn't an attribution platform.
  • TrueProfit (from $35/month) and Bloom Analytics (free, paid from $20/month) are the best low-cost Shopify profit trackers.
  • Triple Whale and Northbeam lead on attribution and pair well with a profit tool; Peel suits retention-only teams; Polar suits larger brands with an in-house data team.
  • Shopify Analytics is free but stops at gross profit, so it can't show profit by channel.

Frequently asked questions

What are the best analytics tools for e-commerce?

For profit, StoreHero, which goes furthest on contribution margin by channel, product and customer; TrueProfit and Bloom Analytics suit smaller budgets. For attribution, Triple Whale and Northbeam. For retention-only analysis, Peel. Shopify Analytics is the free starting point but stops at gross profit.

What is the best reporting tool for e-commerce?

One that reports contribution margin in dollars after marketing, not just revenue and ROAS. StoreHero builds that daily P&L from Shopify, your ad accounts and your real costs and sends it to email or Slack.

What is the best app for tracking profit?

For scaling Shopify brands, StoreHero, because it tracks contribution margin by channel, product and order and turns it into weekly actions. On a tight budget, TrueProfit (from $35/month) and Bloom Analytics (free plan, paid from $20/month) give an accurate net profit number.

What is profit tracking?

Measuring the dollars each order, product, channel and customer leaves you after every variable cost, daily rather than at month-end. That means taking product costs, shipping, fees, returns and ad spend off net sales to reach contribution margin, then operating costs to reach net profit.

How to track profit on Shopify?

Add a cost per item to every variant in Shopify, then connect a profit tracking app that also counts shipping, fees, returns and ad spend. Shopify's own reports stop at gross profit; StoreHero, TrueProfit, BeProfit and Bloom Analytics add the rest so you see contribution margin by order, product and channel.

What is ecommerce analytics?

Collecting and analysing store, marketing and customer data, such as traffic, conversion rate, attribution, AOV and lifetime value, to make better decisions. Profit analytics connects all of it to contribution margin and net profit, the numbers that show whether growth is worth it.

Sources

Thomas Gleeson has spent the last four years looking at ecommerce profit numbers. At StoreHero he helps brands connect their Shopify, Meta, Google, Klaviyo and cost data to see what is happening with their profit, and he built the Q4 Profit Playbook.

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