427 add-to-carts · AED 1,143 in sales from AED 676 ad spend
How we turned a zero-tracking Shopify store into a revenue machine for a UAE children's e-commerce brand — in 16 days with a cold Pixel.
427
Add-to-Carts
16-day campaign
AED 1.58
Cost per Add-to-Cart
36% below industry median
1.69x
Blended ROAS
cold pixel, month 1
AED 1,143
Total Sales
on AED 676 ad spend
Hobbyz — UAE children's e-commerce
A UAE-based Shopify store specialising in children's books, activity kits, and screen-free educational products. 617+ titles across categories including bestsellers, graphic novels, activity books, and popular series.
Target audience: UAE parents aged 25–45, predominantly mothers, seeking curated age-appropriate alternatives to screen time.
Spending on ads with zero visibility
Two phases — infrastructure first, then campaigns
Phase 1 — Week 1
Technical foundation before any spend
Phase 2 — 21 April onwards
Two Advantage+ Shopping campaigns
Two campaigns, same AED 1.58 CPL
Both campaigns independently sustained cost efficiency — different durations, different offers, identical cost per add-to-cart.
BOGO — Buy 1 Get 1 Free Activity Books
21 Apr – 6 May 2026
B3P2 — Buy 3, Pay for 2 Weekend Offer
1 May – 3 May 2026
Sales performance (21–29 Apr)
Meta drove 66%+ of attributed revenue
A significant portion of "Direct" traffic (AED 239) is likely Meta-influenced — users who saw an ad and later typed the URL directly. True Meta-attributed revenue is higher than the 66% direct attribution suggests.
58.3% more conversion events recovered
Between 27 Apr – 4 May, the Conversions API recovered events that browser-based Pixel alone would have missed due to iOS privacy restrictions.
Without CAPI (Pixel only)
100 events visible
~33% of data lost to iOS
With CAPI (server-side)
158.3 events visible
58.3% more data for algorithm
More data = better algorithm optimisation = lower cost per result. The CAPI setup directly contributed to sustaining AED 1.58 CPL — 36% below the industry median of AED 8.89.
Data validated every targeting decision
96%
Women drove conversions
345 of 360 results from female audience
AED 1.53
Cost per result — Women
vs AED 2.79 for men — 82% more efficient
25–44
Top age groups
25–34 and 35–44 were top converters
Dubai
Top city
followed by Sharjah, Abu Dhabi, Ajman
Audience construction
Layered interest signals (child development, Montessori, children's literature, parenting) combined with behavioural data (expat communities, parental status) and progressive custom audiences built from website visitors, page engagers, and add-to-cart users.
36% below the median cost per add-to-cart
Meta's own benchmarking confirmed peer advertisers in the same period had a median CPL of AED 8.89. We delivered AED 1.58 — sustained across 16 days and 427 events.
What drove these results
Infrastructure before spend
Pixel + CAPI + Catalog was built before a single dirham was spent on ads. Without this, the algorithm is blind.
CAPI is not optional
58.3% more conversion events recovered. Nearly double the data for the algorithm to optimise on. Every store without CAPI leaves performance on the table.
Advantage+ beats boosted posts
ASC campaigns optimise for purchase-intent behaviour, not vanity metrics. Same budget, fundamentally different results.
Cost efficiency was sustained
AED 1.58 per add-to-cart held for 16 days, 427 events, two campaign types — 36% below the industry median of AED 8.89.
Revenue from Day 1
11 orders, AED 1,143 in sales from a cold Pixel with zero purchase history. Month 2–3 compounds as data accumulates.
27% returning customers in Month 1
More than 1 in 4 buyers returned within the same period — product quality drives repeat purchases once the first conversion is won.
Performance compounds as data accumulates
Month 1 (Actual)
ROAS target
1.69x
Retargeting
Building
Warm audience
Growing
Month 2 (Target)
ROAS target
2x–3x
Retargeting
Full scale
Warm audience
10,000+
Month 3 (Target)
ROAS target
3x–5x
Retargeting
Lookalikes
Warm audience
25,000+
Want results like this for your store?
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