Fashion & apparel tracking

Conversion Tracking for Fashion & Apparel Brands

Fashion stores live on Meta catalogue ads and retargeting. That only works when every variant, size and colour is sent with the right product ID, from the browser and the server.

The problem

Where fashion & apparel tracking usually breaks

01

Catalogue IDs do not match the pixel

When the pixel sends a different ID from the product feed, dynamic ads show the wrong items or none at all.

02

WhatsApp orders are invisible

Many fashion buyers order on WhatsApp or Messenger, so the ads that brought them get no credit.

03

Mobile in-app browsers lose events

Instagram and Facebook in-app browsers block cookies, so purchases from Meta ads go missing.

What I track

The events your ads learn from

Each event is tested in GTM Preview, GA4 DebugView and every ad platform before handover.

1
view_item

A product or variant is viewed, with the catalogue ID

2
add_to_cart

A size or colour is added to the cart

3
purchase

An order is completed, with value and order ID

4
whatsapp_click

A shopper taps the WhatsApp order button

Real projects

Fashion & apparel projects I have delivered

4 projects in this industry, with screenshots and the full setup.

Completed Dec 2025Meta Pixel & CAPI

Histro Clothing

A hybrid browser + server-side tracking build for a Bangladeshi fashion brand, recovering lost purchase events and lifting Meta event match quality from 3/10 to 9/10.

  • WooCommerce
  • Meta Pixel
  • Conversion API
Read case study
Completed Jul 2026Meta Pixel & CAPI

Modalclo

Deduplicated Pixel + Conversions API and GA4 enhanced ecommerce for a Shopify loungewear brand, recovering purchases lost to iOS restrictions and ad blockers.

  • Shopify
  • Meta Pixel
  • Conversions API
Read case study
Completed Oct 2026Meta Pixel & CAPI

Loxicave

A web and server-side GTM build for a Bangladeshi fashion brand on a custom Laravel store, sending ViewContent, AddToCart, InitiateCheckout and Purchase to Meta from browser and server, plus a full GA4 ecommerce funnel.

  • Laravel
  • Meta Pixel
  • Conversions API
Read case study
Completed Dec 2025Meta Pixel & CAPI

Soulcraft BD

Hybrid Meta tracking for a Next.js menswear store: five funnel events sent from browser and server, deduplicated in Meta, and mirrored into GA4 ecommerce through server-side GTM.

  • Meta Pixel
  • Conversions API
  • GA4 Enhanced eCommerce
Read case study
Support & aftercare

Support after your tracking goes live

Delivery is not the end of the project. You get a fast reply, a full written report and a free fix window, and you always know what happens next.

Handover

A full tracking setup report, in PDF

No guessing what was done. The report lists your accounts, every event, where it is sent and how it was tested, so your team or any future developer can pick it up.

See a real sample report (PDF)

Reply in 1–2 hours

Message me on WhatsApp, email or Messenger and you get an answer the same day, usually within an hour or two.

7 days free support

Tracking setup is a one-time project. If anything I set up has a problem in the 7 days after setup, I fix it free.

Full setup report (PDF)

You get a complete report of your tracking, so you and your team always know what is set up and where.

  1. 1Day 0

    Setup goes live

    Every event is tested in GTM Preview, GA4 DebugView and each ad platform before handover.

  2. 2Handover

    Full report (PDF)

    What was set up, where each event is sent and how it was tested, in one document you keep.

  3. 3Day 1–7

    Free support

    Anything I set up that stops working or sends wrong data is fixed free. Questions are answered too.

  4. 4After day 7

    Care or hourly

    Tracking Care at $129 a month keeps it checked. Or pay $40 an hour for one-off fixes.

Fixed free in the first 7 days

  • An event I set up stops firing
  • Missing or duplicate conversions
  • Wrong value, currency or order ID
  • Questions about your report or setup

Quoted separately

  • New events, pages or ad platforms
  • A new theme, site rebuild or checkout change
  • Ad campaign changes and new strategy
After day 7

Tracking Care $129/month

  • Monthly health check of GA4, GTM, Google Ads and Meta
  • Fixes for anything that broke (up to 2 hours a month)
  • Alerts when conversions suddenly drop

Or one-off fixes at $40/hour

Ask on WhatsApp
FAQ

Fashion & apparel tracking: FAQ

Can you make Meta catalogue ads match my pixel?

Yes. I make the content_ids in the pixel and the Conversions API match the IDs in your product feed, so dynamic ads can find the right products.

Can WhatsApp orders be tracked?

The WhatsApp click is tracked as a lead event. If the order is confirmed later, it can be sent back to Meta as an offline purchase.

Do you work with Bangladeshi fashion brands?

Yes. Histro Clothing (WooCommerce), Modalclo (Shopify) and Loxicave (Laravel) are Bangladeshi fashion stores I set up tracking for.

Want accurate tracking for your fashion & apparel business?

Get a free audit of your tracking and ad account. Usually replies within 1–2 hours.