Case Study

How Vessi Unlocked View-Based Measurement and Attributed 46% More Revenue with Northbeam’s Clicks + Deterministic Views

How Vessi used Northbeam’s deterministic view-based attribution to reveal the real impact of Meta impressions.
How Vessi Unlocked View Based Measurement And Attributed More Revenue With Cdv

TL;DR

  • Vessi, a DTC footwear brand known for its innovative waterproof shoes, implemented Northbeam’s Clicks + Deterministic Views (C+DV) model to uncover the true impact of Meta impressions on customer purchases.
  • The challenge: Click-based attribution was hiding the influence of view-based ads on awareness and consideration campaigns, limiting Vessi’s ability to scale Meta efficiently.
  • The solution: With deterministic (verified, not inferred) view data from Meta, Vessi gained a complete picture of how top-of-funnel ads drove conversions, empowering smarter spend allocation and creative optimization.
  • The results: A 46.61% increase in attributed transactions, a 49.44% lift in attributed revenue, and over $262K in Meta-driven revenue previously unaccounted for.

Overview

Vessi, a fast-growing direct-to-consumer footwear brand, wanted to better understand how its upper-funnel Meta campaigns contributed to revenue. Using Northbeam’s Clicks + Deterministic Views (C+DV) model, Vessi connected verified Meta impressions to first-party order data, revealing how ad impressions influenced downstream conversions.

This unlocked a holistic view of Meta’s true performance and gave the Vessi team confidence to invest more strategically in awareness and consideration campaigns.

Key Statistics

Challenge

Vessi relied heavily on Meta to drive both awareness and conversion, but click-only attribution was painting an incomplete picture of the customer journey. Without visibility into how views influenced the final purchase, it was difficult to measure upper-funnel impact or justify incremental spend.

Like many DTC brands, Vessi needed a deterministic way to connect view-based impressions to real orders—moving beyond modeled assumptions and into verified truth.

Solution

Vessi implemented Northbeam’s Clicks + Deterministic Views (C+DV), a next-generation attribution model that connects verified Meta view data with first-party pixel and order data.

Unlike probabilistic view-through models that estimate conversions, C+DV deterministically identifies which ad views actually contributed to purchases. This gave Vessi a complete view of Meta’s influence across the funnel, clarifying the role of video and awareness campaigns in driving sales.

Results

Quantitative impact

  • 46.61% more transactions identified through deterministic view data
  • 49.44% revenue lift attributed to Meta
  • $262,792 in previously unaccounted Meta-attributed revenue
  • 1,841 additional orders tied to view-based touchpoints

Qualitative impact

  • Clear evidence of Meta’s upper-funnel contribution
  • Confidence to scale Meta budgets with verified results
  • Better creative strategy based on real, deterministic view insights
“Northbeam’s C+DV showed us exactly how our Meta views were driving purchases. In the future, this will give us more confidence in allocating our spend across the funnel.”

Products Used

  • Northbeam Clicks + Deterministic Views (C+DV)
  • Northbeam Multi-Touch Attribution (MTA)

Why Northbeam

  • Deterministic Data: Verified view-based attribution that replaces modeled assumptions with real customer journeys.
  • Full-Funnel Visibility: Understands how awareness and consideration ads drive purchases over time.
  • Smarter Optimization: Enables creative and budget decisions based on verified results.
  • Hands-On Partnership: Collaborative support ensuring a seamless setup and clear interpretation of results.

Call to Action

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