Case Study
+5x
iROAS Improvement
Scaling Meta from experiment to essential through data-driven incrementality testing.
Client: Lumens
Category: Home & Design / Luxury Retail
Services: Paid Social, Analytics & Attribution, Growth Advisory
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The Situation
Lumens, a leading luxury home and lighting retailer, wanted to expand its paid media footprint beyond Google and YouTube by introducing Meta as a new acquisition channel.
While Meta had strong reach potential, there was no historical performance data and leadership required empirical proof that the platform could deliver incremental revenue, not just attributed conversions.
Block & Tam was tasked with designing a testing framework that could validate Meta’s true business impact, quantify lift, and define the role of upper- and mid-funnel campaigns within Lumens’ media mix.
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The Challenge
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No previous Meta learnings or baselines to inform optimization
Early tests showed volatile iROAS, creating internal skepticism
Attribution windows too short for Lumens’ longer purchase cycles
Heavy lower-funnel weighting limited reach and discovery
Needed alignment with Measured’s third-party incrementality model to verify lift
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The Solution
Block & Tam re-engineered Lumens’ Meta strategy around incrementality and discovery, not last-click ROAS
Full-Funnel Rebuild: Shifted from conversion-only bidding to a balanced funnel; 63% of spend to awareness and view-content campaigns, 37% to purchase
Incrementality Testing: Partnered with Measured to run geo-lift tests that quantified business lift at each stage of spend
Creative Systemization: Prioritized high-impact CG lighting renders with branded overlays; introduced UGC once audience familiarity was built
Data-Driven Optimization: Continuous test cycles (Oct 2024 - Aug 2025) using incrementality feedback to rebalance budget between awareness and performance campaigns
Cross-Channel Alignment: Benchmarked Meta’s results against Google Shopping to contextualize efficiency and validate scalability
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The Outcome
5x iROAS improvement with incremental conversions in March 2025 re-test
Incremental conversions July-Aug 2025 after scaling upper/mid-funnel to 56% of spend
4–6% business lift validated by Measured geo-studies
Record revenue days following the full-funnel restructure
Meta now permanently integrated into Lumens’ media mix, matching Google Shopping performance iROAS
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The Data Stack
[2cols]
Layer
Attribution
Ad Platforms
Data Visualization
Optimization Signals
Visualization & Reporting
[split]
Tools/Platforms
Measured (geo-lift), GA4, Shopify backend
Meta Ads Manager
View Content events, ASC Value & Volume structures
Looker Studio dashboards, client shared reporting
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The Services Involved
Paid Social: Full-funnel Meta strategy and creative testing framework
Analytics & Attribution: Incrementality design, geo-lift validation, and reporting
Creative Studio: Asset optimization, message testing, and campaign iteration
Growth Advisory: Cross-channel benchmarking and long-term media mix strategy