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

  • 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.

  • 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

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    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

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    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

  • The Services Involved

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    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

    ##

Block & Tam helped us connect the dots between data and decision-making, it changed how we scale.

Bring your data. We’ll bring a plan.