WorkMagic vs. Triple Whale
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Feature | WorkMagic | Triple Whale |
|---|---|---|
Geo-incrementality testing | Yes | Currently in beta |
Incrementality-calibrated attribution | Yes | Currently in beta |
Media Mix Modeling (MMM) | Yes | Correlative MMM is available, incrementality-calibrated MMM is in beta |
Native Triangulated approach | Purpose-built to be calibrated by incrementality from day 1 | Bolting on incrementality and MMM onto a native MTA product |
Halo effect measurement | Measures advertising impact for Amazon, TikTok Shop, Walmart, and online/offline retailers | Can only track correlative effects on TikTok Shop and Amazon |
Offline & retail channel measurement | DTC & ecommerce focus | Currently in beta |
Budget optimization recommendations | Incrementality-calibrated and proven to land within 10% of actual performance | Correlative MMM only, incrementality-calibrated MMM in beta |
Diminishing returns curves | Yes | Currently in beta |
WorkMagic vs. Northbeam
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Feature | WorkMagic | Northbeam |
|---|---|---|
Geo-incrementality testing | Yes | Currently in beta |
Incrementality-calibrated attribution | Yes | Currently in beta |
Media Mix Modeling (MMM) | Yes | Correlative MMM is available, incrementality-calibrated MMM is in beta |
Native Triangulated approach | Purpose-built to be calibrated by incrementality from day 1 | Bolting on incrementality and MMM onto a native MTA product |
Halo effect measurement | Measures advertising impact for Amazon, TikTok Shop, Walmart, and online/offline retailers | Can only track retail media to retail sales |
Offline & retail channel measurement | DTC & ecommerce focus | No reported capability |
Budget optimization recommendations | Incrementality-calibrated and proven to land within 10% of actual performance | Correlative MMM only, incrementality-calibrated MMM in beta |
Diminishing returns curves | Yes | Only offers channel-level saturation analysis |
WorkMagic vs. Rockerbox
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Feature | WorkMagic | Rockerbox |
|---|---|---|
Incrementality testing | Available as a managed service and as a self-serve product | Fully managed - no self-serve option available, which can impact delivery |
Budget optimization recommendations | Yes | Currently in beta |
Net profit and P&L analysis | Ingests COGS data to calculate ad profitability | None available |
Attribution transparency | Grounded in experimentation - results align closely with lift tests | Limited visibility into assigning attribution credit |
Independent product roadmap | Fully independent | Acquired by DoubleVerify in 2025 with limited product development since |
WorkMagic vs. Measured
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Feature | WorkMagic | Measured |
|---|---|---|
Triangulated Measurement | Incrementality testing that calibrates MMM and attribution models | Incrementality testing that calibrates MMM and platform-reported numbers |
Attribution | Omnichannel attribution, calibrated by lift test | No native attribution model |
Native Omnichannel Measurement | Halo effect calculation built directly into measurement model | Awkwardly stitched together using disparate sources of data |
Lift Testing Success Rate | 98% of tests result in stat sig lift | 70% of tests result in stat sig lift |
Time To Value | Actionable insights and budget recommendations within the first 35 days | Onboarding + lift testing + first insight can take up to two months |
Creative Insights | Understand incremental impact of creatives | No creative-level measurement |
Custom Dashboard | Customized dashboards with AI-powered summaries | One-size-fits-all dashboard |
WorkMagic vs. Haus
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Feature | WorkMagic | Haus |
|---|---|---|
Incrementality-calibrated attribution | Native attribution model calibrated by lift testing results | No native attribution model, goes off of platform-reported attribution |
Lift Testing Success Rate | 98% of tests result in stat sig lift | 70% of tests result in stat sig lift |
Net profit and P&L analysis | Ingests COGS data to calculate ad profitability | None available |
Time To Value | Actionable insights and budget recommendations within the first 35 days | Onboarding + lift testing + first insight can take up to two months |
Creative Insights | Understand incremental impact all the way down to the ad level | No creative-level measurement |
WorkMagic vs. Fospha
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Feature | WorkMagic | Fospha |
|---|---|---|
Geo-incrementality testing | Self-serve geo holdout testing that establishes causality | Currently in beta |
Incrementality-calibrated media mix modeling (MMM) | Yes | Incrementality calibration currently in beta |
Incrementality-calibrated multi-touch attribution | Calibrates native attribution model that also considers clickstream data | No native MTA model, models attribution through impression-weighted MMM |
Budget optimization recommendations | MMM projections are causally grounded in proven impact | Without incrementality calibration, all recommendations are correlative estimates |
Diminishing returns analysis | Can pinpoint when spend levels go over peak efficiency and signal reallocation to more marginal channels | Without incrementality, diminishing returns don't reflect actual results |
Net profit and P&L analysis | Ingests COGS data to calculate ad profitability | Not available |