All posts How-tos & templates · 7 Jul 2026 · 10 min read

nouz vs Klar: contribution-margin analytics for DTC brands vs a daily P&L for shops.

Klar is a genuinely strong e-commerce profit-analytics platform — a contribution-margin ladder, SKU-level margin, and marketing-efficiency scoring built for DTC brands doing real ad spend. nouz is a same-day P&L for physical shops and small online stores that want one daily profit number, not attribution science. The two share a way of thinking about profit — but they answer different questions for different owners. This post lays out where each one wins.

Ibrahim Ölmez Founder, nouz · serial entrepreneur

The short version up front: nouz and Klar are both profit tools, but they are pointed at different owners. Klar (getklar.com) is a Berlin-based analytics platform for DTC e-commerce brands — it pulls Shopify orders, ad-platform spend and logistics costs into a contribution-margin ladder so a growing online brand can see which SKUs and which channels actually make money. nouz is a same-day P&L for small brick-and-mortar shops (and small online stores that just want a daily profit number). Klar is margin science for brands scaling ad spend; nouz is a daily habit for an owner who wants to know if today paid for itself. This is a fair walk through where each one earns its place.

TL;DR

The 30-second version. Klar: a profitability and attribution platform for DTC e-commerce brands — SKU-level contribution margin (CM2/CM3), marketing efficiency, retention and benchmarking, built around Shopify, ad platforms and logistics data. Pricing starts around €200/mo (Core) and €400/mo (with attribution), scaled to your net revenue — it is built for €1M+ online brands. nouz: a same-day operating P&L for small physical shops and small e-commerce — cafés, boutiques, salons, and online stores that want one honest daily profit number instead of an attribution model. €19–79/mo, monthly only, about seven minutes to set up. If you are optimising SKU and ad margin at scale, Klar is the stronger engine. If you want a daily EBIT number without integrating your ad stack, nouz is the simpler fit.

The idea they share

It is worth being clear about what Klar and nouz have in common, because the overlap is real and it is the most interesting part of the comparison. Both tools are built on the same core insight: revenue is a vanity number, and profit only appears once you subtract the costs that actually move with each sale. Klar expresses this as a contribution-margin ladder — start from net revenue, subtract cost of goods, subtract logistics and transaction costs to get CM2, then subtract marketing to get CM3. nouz expresses the same shape as an EBIT formula: gross revenue minus tax and card fees gives net revenue, then net revenue minus COGS, variable costs and a daily slice of fixed costs gives operating profit.

Those are close cousins. Klar's "net revenue minus COGS minus logistics minus transaction costs" and nouz's "net revenue minus COGS minus variable costs" are the same instinct applied to two different kinds of business. Klar validated this way of thinking for online brands; nouz applies it to a café or a boutique or a salon. If you have read Klar's material and found the margin-ladder framing clarifying, you already understand what nouz is doing — the difference is the shape of the business underneath. If you want the plain-English version of the revenue step both tools share, the gross vs net revenue explainer covers where card fees and tax come out before any margin math begins.

So this is not a "which one is better" question. It is a "which shape is your business" question. The rest of this post is about telling those two shapes apart honestly.

What Klar actually is

Klar is a profitability and attribution analytics platform for DTC e-commerce brands, headquartered in Berlin. The homepage positions it as "the attribution and insights software for eCommerce," and the product is built to pull together the data streams an online brand runs on — Shopify orders, ad-platform spend (the marketing side), logistics and fulfilment costs, transaction fees — and turn them into a live view of what actually drives profit. It serves a stated base of 2,000+ e-commerce brands, with a customer roster that skews toward established German DTC names doing meaningful volume.

What Klar does well. This is a genuinely strong product for its audience, and it is worth being specific about why. The contribution-margin ladder is the spine — CM2 (net revenue minus COGS, logistics and transaction costs) and CM3 (CM2 minus marketing) are surfaced at the level a brand operator needs to make decisions. SKU-level margin is a real strength: for a brand with hundreds of variants, seeing which products actually contribute after fulfilment and discounting is the difference between scaling the right line and scaling a loss. Marketing efficiency is the other half — tying ad spend to profit rather than just revenue, so a brand can tell whether a channel is buying growth or buying vanity. Add retention and cohort analysis, industry benchmarking against category peers, and EU hosting with ISO-27001 and GDPR posture, and you have a serious analytics engine for a brand that has outgrown spreadsheets.

Where Klar is not aimed at a small shop. None of these are flaws — they are consequences of who Klar is for. First, the data model assumes an online store: orders, ad spend, ROAS, UTMs, shipping costs and a Shopify-style backend are the raw material. A shop that takes cash over a counter, has foot traffic instead of sessions, and pays rent and staff instead of fulfilment and ad spend does not fit that model. Second, the price. Klar starts around €200/mo for Core and around €400/mo once attribution is included, and it scales with your trailing net revenue — it is priced for brands north of €1M in revenue, not for a solo owner-operator. Third, the setup. Klar's value comes from connecting your commerce, ad and logistics stack; onboarding is a real integration project (Klar quotes a few hours with guided onboarding), not a seven-minute self-serve. Fourth, brick-and-mortar is simply out of scope — there is no cash-versus-card modelling, no daily fixed-cost slice, no POS-less manual daily entry, because Klar was never trying to serve a shop with a till.

If your business is an online brand spending real money on ads and carrying real inventory, those are not objections — they are the reason Klar exists. The question is whether that is your business.

What nouz actually is

nouz is a daily P&L SaaS purpose-built for small brick-and-mortar shops — cafés, boutiques, salons — and for small e-commerce owners who want a simple daily profit number rather than an attribution model. Its one job is to answer "did today pay for itself?" before you close up. You enter the day's gross revenue (split cash vs card), product sales or manual receipts, variable costs, and any one-off expenses. nouz applies your tax rate, subtracts card fees from card revenue only (never cash), deducts COGS from product entries using a cost-at-sale snapshot, and allocates a daily slice of your monthly fixed costs — rent, salaries, software, insurance — using the formula: monthly fixed total ÷ 30.4375. The output is a single EBIT number for today, shown to two decimal places, available the same evening.

What nouz does well. Same-day profit visibility is the whole point, and it delivers on it — no reconciliation, no data-pipeline wait, just the day's number tonight. The cash-versus-card split is modelled correctly, so card fees never touch cash revenue. Manual entries and product sales coexist on the same day and are summed. Editing a product or a fixed cost does not retroactively rewrite history. Every financial value displays to exactly two decimals. Multi-location support scopes every figure to a single site so numbers never mix. And the whole thing is built for a non-technical owner — no chart of accounts, no attribution windows, no UTM taxonomy. Setup runs about seven minutes: your tax rate, card-fee percentage, fixed-cost lines, and any active products with their cost prices. Small e-commerce owners who want the same daily discipline can start from the nouz for e-commerce page, which frames the formula around an online store's costs.

Where nouz limits you. Four honest gaps worth naming up front, and they matter most exactly where Klar is strong. First, no integrations yet — no POS sync, no Shopify connection, no ad-platform pulls. Revenue and costs are entered manually at end of day (about 30 seconds if you have your till or store totals to hand). Second, no ad-attribution or SKU-level margin science — nouz gives you one operating profit number for the day, not a per-SKU contribution report or a channel-level ROAS view. Third, no CSV export yet and it is not bookkeeping or tax software — no invoicing, payroll, VAT filing or accountant workflow. Fourth, English only, EU-focused, monthly billing only — no other languages yet and no annual plan. If your decisions hinge on which ad set or which product line is profitable, those gaps are real and Klar is built for that job.

Those are deliberate scope choices, not oversights. nouz is the daily operating layer for a shop owner. It is not an e-commerce analytics engine and is not trying to become one. If you want to feel the formula before committing, the free true profit calculator for e-commerce runs the margin math in your browser with no account, and the live demo shows the full product with realistic data. Pricing is monthly-only across three tiers.

Side-by-side comparison

A feature-by-feature view of where each tool sits. The point is not to score a winner — it is to make the difference in scope visible. Many lines that read "no" for one tool simply mean it was never trying to do that job.

CapabilitynouzKlar
Same-day EBIT (today's profit, tonight)Yes — core featureNot the framing; margin dashboards over connected data
SKU-level contribution marginNoYes — a core strength
CM2 / CM3 contribution-margin ladderConceptually, as one daily EBITYes — explicit ladder
Ad-platform spend & marketing efficiencyNoYes — core feature
Shopify / e-commerce integrationNo (manual entry)Yes — built around it
POS integrationNo (manual entry)No (online-store oriented)
Cash vs card split, card-fee-on-card-onlyYes — built inNo (assumes online payments)
Daily fixed-cost allocation (÷ 30.4375)Yes — automaticNo (fixed costs not the model)
Brick-and-mortar shop supportYes — the design targetOut of scope
Industry benchmarkingNoYes — against category peers
Retention / cohort analysisNoYes
Setup time to first useful number~7 minutesGuided onboarding (integration project)
Built for a non-technical solo ownerYesBuilt for brand operators & analysts
Pricing€19–79/mo, monthly only~€200–400/mo, scales with net revenue
LanguageEnglish only, EU-focusedEnglish (DACH roots)
On the CM-ladder line. nouz does not publish a CM2/CM3 report — but the thinking is the same. nouz's EBIT already subtracts COGS and variable costs (Klar's CM2 territory) and a daily slice of fixed costs on top. What nouz does not do is break that down per SKU or attribute it to a marketing channel. If you need the breakdown, that is Klar's job. If you need one honest daily number, that is nouz's.

Who should pick Klar

Klar is the right answer for a clearly defined audience, and it is a strong answer for them. Three patterns where it earns its place.

You are a DTC brand spending real money on ads. The moment a meaningful share of your revenue depends on paid acquisition, you need to know which channels and campaigns are buying profit rather than just revenue. Tying ad spend to contribution margin — not to top-line ROAS — is exactly what Klar is built for, and doing it well at scale is genuinely hard. A daily P&L tool does not attempt this.

You carry inventory across many SKUs and need per-product margin. If you sell hundreds of variants with different cost structures, discounting, and fulfilment costs, a single blended profit number hides the decisions that matter. Klar's SKU-level contribution margin tells you which lines to scale and which to cut. That granularity is real value for a growing catalogue.

You have outgrown spreadsheets and want benchmarking and retention analysis too. Beyond margin, Klar brings cohort retention and category benchmarking into the same place. For a brand past €1M in revenue with an analyst or a data-literate operator in the seat, that consolidation is worth the price. The tool is priced and designed for exactly that stage.

If those describe you, nouz is not the right tool and we would say so plainly — it does not pull your ad spend, does not model SKU margin, and does not benchmark you against peers. Klar does all three, well.

Who should pick nouz

nouz is the right answer for a different and more specific audience. Three patterns where it is the cleanest fit.

You run a physical shop and want tonight's profit tonight. A café, a boutique, a salon — cash and card over a counter, rent and staff as the big fixed costs, no ad platform to attribute. That business does not fit an e-commerce analytics model at all, and forcing it in is more work than it is worth. nouz was built for it: seven-minute setup, a daily EBIT number every evening, the cash-versus-card and fixed-cost handling that a shop actually needs.

You are a small online store that wants a daily profit number, not attribution science. Not every e-commerce owner is running a six-figure ad budget across five channels. Plenty of small stores just want to know whether the day made money after product cost, fees and their fixed overhead — without a €200-plus monthly bill and an integration project. For that owner, nouz's daily number is the right altitude, and the e-commerce solutions page frames it directly. If your store later grows into serious paid acquisition and multi-SKU margin decisions, that is the point where a tool like Klar starts to earn its price.

You want a daily habit, not a dashboard you visit monthly. The whole design of nouz is a five-minute end-of-day ritual that leaves you with one number you actually look at. If you want a profit tool you engage with every evening rather than a deep analytics suite you open when you have time to think, nouz is built for that cadence.

nouz is not the right answer if your profit decisions hinge on ad attribution, per-SKU margin, or benchmarking against other brands — those are real disqualifiers, and Klar (or a comparable e-commerce analytics platform) is the better fit. It is also not bookkeeping or tax software; if you need invoicing, payroll or VAT filing, that is a separate tool entirely.

CM ladder vs EBIT, mapped

For readers who like to see the machinery, here is how Klar's contribution-margin ladder lines up against nouz's EBIT formula. They are not identical — they are the same instinct applied to two business shapes.

StepKlar (DTC e-commerce)nouz (shop / small store)
Starting revenueNet revenue (after returns/discounts)Gross revenue − tax − card fees = net revenue
First subtractionCOGSCOGS (from cost-at-sale snapshot)
Variable / operationalLogistics + transaction costs → CM2Variable costs → operating margin
MarketingAd spend → CM3Not modelled (no ad pulls)
Fixed overheadHandled separately / outside CM ladderDaily slice of monthly fixed (÷ 30.4375) → EBIT
GranularityPer SKU and per channelOne number per day, per location

The honest read of that table: Klar goes deeper on the marketing and per-SKU dimensions that an online brand lives or dies by, while nouz folds fixed overhead into a daily operating number that a shop actually needs to see each evening. Klar answers "which product and which channel make money"; nouz answers "did today, all-in, make money". Both are legitimate profit questions — they are just different questions. If you want the deeper background on the operating-profit number nouz lands on, the way each layer of the formula works is the same shape a brand operator already knows from the CM ladder — the vocabulary differs, the discipline does not.

A note on overlap and cost

One last honest point. Because Klar and nouz serve different business shapes, they rarely compete for the same buyer at the same moment — and that is the useful thing to notice. If you are an established DTC brand doing real ad spend, the €200–400/mo Klar charges is proportionate to the decisions it informs, and a €19–79/mo daily P&L would leave the per-SKU and per-channel questions unanswered. If you are a shop owner or a small store, Klar's price and integration surface are aimed at a business several sizes up from yours, and nouz gives you the daily number without the overhead.

The one scenario where a small store might weigh both is early growth — you are online, spending a little on ads, and wondering whether to invest in margin analytics now or later. The honest answer is usually "later": start with a daily profit habit while the numbers are small enough to hold in your head, and graduate to an attribution platform like Klar when ad spend and SKU count grow large enough that a blended daily number genuinely hides decisions. Getting the daily discipline first makes the eventual analytics tool more useful, not less.

If you want to feel the daily layer before committing. The free true profit calculator for e-commerce runs the margin math in your browser with no signup. The live demo loads a fully-seeded shop so you can poke around without committing. Pricing is monthly-only across three tiers — no annual lock-in, no revenue-scaled bill.

The honest summary

Klar is the right answer if you are a DTC e-commerce brand at scale — real ad spend, many SKUs, and profit decisions that need contribution margin, marketing efficiency and benchmarking to get right. It is a genuinely strong tool for that job, and nouz does not try to do it. nouz is the right answer if you run a physical shop, or a small online store that wants one honest daily profit number without integrating an ad stack or paying a revenue-scaled bill. The two tools share a way of thinking about profit — subtract the costs that move with each sale, and look at what is left — but they apply it to different businesses at different altitudes.

Match the tool to the shape of your business, not to the size of the feature list. A brand scaling ad spend that runs on a blended daily number is flying blind on channel margin; a café owner paying €400/mo for attribution science they cannot use is buying the wrong instrument. Pick the one built for the questions you actually ask.

FAQ

Is nouz a Klar alternative?

Only for a specific kind of owner. Klar is an e-commerce analytics platform built around SKU-level contribution margin, ad-spend attribution and benchmarking for DTC brands at scale. nouz is a same-day P&L for physical shops and small online stores that want one honest daily profit number. If you are a small store owner who found Klar too much tool (and too much cost) for your stage, nouz is a simpler fit. If you need per-SKU margin and channel attribution, nouz is not a substitute — Klar does those things and nouz does not.

How does Klar's contribution margin compare to nouz's EBIT formula?

They are close cousins. Klar's CM2 is net revenue minus COGS, logistics and transaction costs; CM3 subtracts marketing on top. nouz's EBIT is net revenue (gross minus tax and card fees) minus COGS, variable costs and a daily slice of fixed costs. The shared instinct — subtract the costs that move with each sale to see real profit — is the same. The differences: Klar breaks the number down per SKU and per marketing channel, while nouz folds fixed overhead in and gives you one daily operating number per location. Same discipline, different granularity and different business shape.

Can I use nouz for my Shopify store instead of Klar?

You can, if what you want is a daily profit number rather than attribution analytics. nouz has a dedicated e-commerce framing at /solutions/ecommerce and a free true-profit calculator, and it will give you a same-day EBIT number after COGS, fees and fixed costs. What it will not do is connect to Shopify or your ad platforms automatically (entry is manual today), break margin down per SKU, or attribute profit to marketing channels. For a small store that wants the daily discipline, that trade is often worth it. For a brand running serious paid acquisition across many products, Klar's integrated analytics are the better tool.

Why is Klar so much more expensive than nouz?

Because they are priced for different businesses. Klar starts around €200/mo (Core) and around €400/mo with attribution, and it scales with your net revenue — it is built for e-commerce brands north of €1M in revenue that need SKU-level margin and channel attribution to make decisions. nouz is €19–79/mo, monthly only, aimed at a solo shop owner or small store. The price gap reflects the scope gap: Klar is a full analytics engine with data integrations; nouz is a focused daily P&L. Neither is overpriced for its audience — they just have different audiences.

Does nouz do ad attribution or ROAS like Klar?

No. nouz does not pull ad-platform spend, does not model attribution, and does not report ROAS or POAS. It gives you one operating profit number for the day. If your profit decisions depend on knowing which campaign or channel is actually profitable, that is exactly what Klar is built for and nouz is not the right tool. nouz is for the owner who wants a same-day, all-in profit figure — whether the shop had a good day — not the marketer optimising acquisition spend.