Multi-channel · Attribution

7 campaigns, 5 channels, one source of truth

Unified pixel + server-side tracking across Google, Meta, TikTok, Pinterest and Snapchat — $816 spend, 2.59× blended ROAS.

Channel
Google + Meta + TikTok + Pinterest + Snap
Industry
DTC eCommerce
Duration
7-day window
2.59×
Blended ROAS
$816
Spend
$2,113
Conv. value
$680
Profit

Overview

This is a Google + Meta + TikTok + Pinterest + Snap case study for a dtc ecommerce client, run by Muhammad Naveed over 7-day window. The headline result was 2.59× blended roas. Unified pixel and server-side tracking across Google, Meta, TikTok, Pinterest and Snapchat — 2.59x blended ROAS.

Attribution was a mess. Google Ads claimed one number, Meta claimed another, and the founder had no idea what was actually profitable. Channel overlap was hiding the truth.

Live dashboard

The numbers, side by side.

7-day account total
Spend
$816.39
Conv. value
$2,113.79
Blended ROAS
2.59×
Profit
$680.59
Top performer — Brand Search
Spend
$258
ROAS
2.10×
CTR
26.64%
Profit
$131
Google + Meta + TikTok + Pinterest + Snap results dashboard for 7 campaigns, 5 channels, one source of truth showing 2.59× blended roas

7-campaign attribution dashboard with live order feed and channel overlap.

Challenge

Attribution was a mess. Google Ads claimed one number, Meta claimed another, and the founder had no idea what was actually profitable. Channel overlap was hiding the truth.

Strategy

  • —Single server-side pixel feeding every platform
  • —Channel-overlap analysis to find double-attributed orders
  • —Profit-per-campaign view, not just ROAS
  • —Live order stream tied back to the originating channel

Execution

  • —Brand Search held a 7.35× ROAS at $146 spend
  • —Non-Brand Search delivered $487 profit on $146 spend
  • —PMax + P-Max combined drove 9 of 19 purchases
  • —82 orders mapped across Facebook ↔ Google Ads overlap

The story

“When the founder asked 'which channel is actually making money?' nobody had an answer. We rebuilt the tracking layer end-to-end: one server-side pixel, one attribution model, one profit column. Suddenly Brand Search was clearly a 7.35× winner, PMax-Top-5 was a 1.40× drag, and Merchant was bleeding. $816 of spend, $680 of profit — and a founder who finally trusted the numbers.”

— Muhammad Naveed

Key takeaways

01

Server-side pixel ends the platform-vs-platform argument

02

Profit per campaign > ROAS per campaign

03

Channel overlap is usually where the budget leak hides

Next campaign

$4.56M revenue at 22.74× ROAS — the mature playbook

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