

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.

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.
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.


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