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What does a new customer cost? When can you increase spend? Which measurement can you rely on? Find worked examples, checks and practical decisions for ads, creative and tracking.

Latest articles

Seven metrics for a Meta Ads weekly in reading order: net revenue, MER and contribution margin as the business level, cost per order and new-customer share operationally, creative signals, and from those the budget split

Meta ads reporting: 7 metrics and a completed weekly review

Seven metrics, a clear data basis and a hypothetical D2C weekly report with budget maths, diagnosis, hypotheses and specific next actions.

Six clearances that turn a creator video into a usable paid asset: platforms, term, markets, editing, hand-on and third-party rights to music, people and brands

UGC Usage Rights for Ads: What Must Be in the Contract Before You Run It

A good UGC video only becomes an asset once it is clear where, how long and in what form you may use it. This checklist creates that clarity before the shoot.

Black Friday paid-social roadmap: ten weeks out offer and margin, six weeks the creative bank, four weeks shop and tracking, two weeks budget rules, in peak week only steering, afterwards keeping new customers

Black Friday 2026: The Paid Social Roadmap for D2C Brands

Align the offer, creatives, budget, stock and store before Black Friday. This roadmap shows what to decide and check at each stage.

Attribution assigns conversion credit differently; incrementality compares treatment and control to test additional impact

Attribution vs Incrementality 2026: What your ads actually cause

A dashboard can assign credit. It cannot automatically tell you whether your ads created additional demand.

How a TikTok Shop affiliate order works: the creator shows the product, an order happens, commission applies. The remaining room splits into creator commission, paid spend and contribution margin

TikTok Shop Affiliate: Find Creators, Set Commission, Keep Profit

Creator commission, product margin and paid spend belong in the same calculation. How to select and manage TikTok Shop affiliate partnerships.

The same shop in one month: Meta Ads Manager shows a ROAS of 4.0, the blended Marketing Efficiency Ratio across channels is 3.53 from €300,000 net revenue and €85,000 marketing spend

Calculate D2C MER: formula, cost basis and the difference from ROAS

Calculate MER using a clear revenue and cost basis. Examples distinguish marketing MER, media MER and platform ROAS.

Cost breakdown of a TikTok Shop order: of €50.00 net revenue, €15.00 goes to cost of goods and €4.00 to fulfilment, leaving €31.00 open for platform fee, creator commission, returns and paid spend

TikTok Shop Costs 2026: Fees, Creator Commission and Your Break-even

TikTok Shop is not a free extra channel. Here is how to fold platform, creator, returns and paid spend into one number your business has to carry.

Bar chart: store backend shows more conversions than GA4, the gap is a measurement hole, not lost revenue

Consent Mode v2: check GA4 data gaps and your measurement setup

Check Consent Mode v2 correctly: four signals, Basic and Advanced, GA4 modeling and consent flow in the server container.

UGC creators: find, brief, pay. One video yields three hooks, usage rights run 3 to 12 months, measured by CPA instead of views

UGC Creators: How to Find, Brief, and Pay Them (and What Actually Performs)

Set creator selection, the brief, payment and usage rights before the shoot. Then test which videos meet your target in the ad account.

ROAS formula and break-even ROAS by margin: at a 25 percent contribution margin the break-even is 4.0, at 50 percent it is 2.0

How to Calculate ROAS: The Formula, Your Break-Even, and Three Ways the Number Lies

ROAS is revenue divided by ad spend. The formula is the easy part. Whether that number means profit comes down to your break-even, and that depends on your margin.

Two ad accounts compared: account A with a 40 percent hit rate and 2 winners, account B with a 15 percent hit rate and 6 winners

Why your creative approval process costs you winning ads

Set brand requirements early, approve ads against concrete criteria, and leave time for testing. Hit rate alone does not assess the process.

AI labeling cheat sheet

AI Labeling in 2026: What Applies to Ads and Chatbots

Article 50 applies since August 2, 2026. Visible disclosure, technical marking and chatbot notices are separate obligations. Here is how to check your content.

Google Ads Bidding 2026: What Changed in the August Update

The August bidding update is live. Which campaigns are affected and how to review targets, budgets and actual performance now.

Performance Max setup: feeds, asset groups and control

Check the feed, asset groups, signals and exclusions before launch and on a regular schedule. Assess PMax alongside your business numbers.

Creative testing framework: budget, measurement and decisions

Plan creative tests around your target CPO: budget maths, clear metric definitions and a worked example for stopping, iterating and scaling ads.

Advantage+ vs manual Meta campaigns: when each structure fits in 2026

Choose based on your goal, available data and the controls you need. Compare Advantage+ and manual Meta campaigns for the role each plays in your account.

Lower your CAC without losing reach: 7 levers

Seven levers for new-customer costs. Review the cost basis, creative, offer and funnel instead of assuming that less budget means a better CAC.

Server-Side Tracking and CAPI: Consent, Events and Control

Server-side tracking can reduce technical measurement gaps. Consent still matters, and matching and deduplication must work. A guide with a concrete acceptance check.

5 reasons your tracking is leading you astray

A green pixel doesn't mean clean tracking. The 5 mistakes that distort your data, and how to fix them.

Scaling without burning out: how we got 50% more leads on 30% less budget

The project account reports 50% more leads at 30% less spend. It describes funnel analysis, budget allocation and retargeting without isolating the effect of each change.

Why your marketing “works”, but you still don’t win customers

Clicks do not establish sales. Review the landing page, offer and next step, then assess conversion rate, customer value and acquisition costs.