Home/Work/D2C fashion brand, US and UK

Case study

D2C fashion brand: 2.1x to 4.6x ROAS in 120 days.

Client: D2C fashion brand, US and UK. 40-product catalog, AOV around $150.
Channels: Meta, TikTok · Window: 120 days

4.6xBlended ROAS (was 2.1x)
-46%nCAC ($71 to $38)
+61%Monthly ad spend, at better returns
01— Background

Where the account started.

The brand had been on Meta for three years and added TikTok in the last quarter. Spend sat at $38k per month. Blended ROAS had slid from 3.1 to 2.1 over two quarters, and the previous agency reported a platform ROAS of 3.4 that finance could not reconcile with Shopify.

02— What was broken

What the audit found.

  • Pixel and CAPI both fired with no shared event_id. Meta reported roughly 22% more purchases than Shopify.
  • Seven prospecting ad sets overlapped on the same lookalikes, pushing CPMs up 26% in 90 days.
  • Two hero creatives held 81% of spend. Frequency was 4.2 on prospecting.
  • TikTok ran repurposed Instagram ads. Hook rate averaged 14%.
  • Nobody owned a nCAC target. Budget was raised when ROAS looked fine and cut when it did not.
03— What we did

The work, in order.

Days 1-5

Audit

Reconciled Meta, TikTok and Shopify orders. Found a 22% over-report. Set a nCAC ceiling of $45 from the margin structure.

Days 6-12

Rebuild

Fixed event_id deduplication. Collapsed seven prospecting ad sets into two. Created an Advantage+ Shopping campaign for the top 12 products.

Days 13-30

Creative sprint

Mined 400 reviews for three angles: fit, fabric and value per wear. Shipped 12 variants per month. Introduced a 7-day keep-or-kill rule.

Days 31-60

TikTok

Signed five creators with usage rights and Spark codes. Rebuilt hooks until hook rate cleared 28%.

Days 61-120

Scale

Moved budget weekly against nCAC bands. Raised spend from $38k to $61k per month with nCAC falling.

04— Results

Before and after.

Backend-reconciled figures over the window above.

MetricBeforeAfterChange
Blended ROAS (backend)2.1x4.6x+119%
Monthly ad spend$38,000$61,000+61%
nCAC$71$38-46%
Meta Event Match Quality5.98.7+2.8 pts
Prospecting CPM$31.40$24.10-23%
TikTok hook rate14%31%+17 pts
Creative winners per month14+3

Illustrative sample. Results depend on offer, margins, creative and budget.

“The first week they told us our Meta numbers were about 22% too high. That was uncomfortable and exactly what we needed. Now the ROAS number in the report matches the one our finance lead sees.”
Founder, D2C fashion brand
05— Takeaways

Steal this for your account.

  • Reconcile platform orders to your backend before changing any ad. If the gap is above 10%, fix tracking first.
  • Set a nCAC ceiling from margin, not from last month's performance.
  • Consolidate overlapping prospecting ad sets. Fewer, larger ad sets learn faster.
  • Judge TikTok creative on hook rate in the first 72 hours, then spend behind the winners.
Free ad audit

Find the leak before you spend another dollar.

Free audit of your Meta, Google or TikTok account. Written findings in two business days. No pitch deck.