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Mac Duggal Scales with TikTok & CTV

From bottom-funnel bias to measurable, scalable upper-funnel growth with Northbeam.
27%
Revenue Growth YoY
5%
ROAS Increase
143%
TikTok Growth YoY
Overview

Prospect Knight Scales Revenue for Mac Duggal with TikTok and CTV

Size
Mid-Market
Industry
Apparel & Fashion
Pain Points
Underreporting, Upper-Funnel, Clarity

Mac Duggal, a luxury women’s apparel business, partnered with Prospect Knight to scale its direct-to-consumer business while maintaining efficiency.

As DTC scaled, legacy analytics skewed attribution toward last-touch conversion channels, making it difficult to fund and justify upper-funnel investment in video and paid social.

By implementing Northbeam MTA and Clicks + Deterministic Views (C+DV), Prospect Knight gave Mac Duggal a unified, cross-channel measurement framework that connected impressions to outcomes and enabled confident upper-funnel scaling.

products used
Clicks + Deterministic Views
Media Mix Modeling+
Features used
Product Attribution
Profit Benchmarks
“GA4 heavily skewed and over-attributed to bottom-of-the-funnel channels, and really underreported some of the key growth drivers.”
Conor Maurice
Head of Digital, Prospect Knight
The Problem

Upper-Funnel Growth Was Under-Credited

Mac Duggal relied on GA4 and platform reporting that consistently over-attributed bottom-funnel activity while under-reporting channels like TikTok and video.

This created friction when allocating budget toward new customer acquisition and made it harder to scale awareness-driven channels with confidence.

Prospect Knight needed a measurement foundation that reflected how customers actually discover and decide—credible to both marketing and finance.

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The Solution

Make Video Measurable Across the Funnel

Prospect Knight implemented Northbeam MTA as the operating source of truth and adopted Clicks + Deterministic Views (C+DV) to deterministically connect impressions to outcomes across devices and channels.

This removed the “video black box,” allowing TikTok and CTV (via MNTN) to be evaluated alongside conversion-driven channels. Media Strategy sessions and MMM readouts complemented day-to-day MTA signal, giving the team confidence to test, fund, and scale upper-funnel investment.

The Results

Measurable Full-Funnel Impact

Quantitative impact:
• 27% YoY revenue growth on 20% higher media spend
• 5% improvement in ROAS at scale
• 143% YoY TikTok growth with efficiency maintained

Qualitative impact:
Measurement clarity enabled video and social to earn budget with proof Faster, more confident scaling of upper-funnel channels Stronger finance–marketing alignment through one cross-channel source of truth

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