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WorkMagic: Incrementality Testing & Attribution Platform

WorkMagic is a marketing science platform that reveals the true incremental impact of your campaigns through geo testing and custom attribution modeling.

Overview

WorkMagic is a marketing science and experimentation platform built to help e-commerce brands cut through noisy attribution data and discover what's actually driving sales. Rather than relying on last-click or platform-reported conversions, WorkMagic uses incrementality-based methodology—custom-built for each brand—to measure the real, causal lift generated by marketing spend across channels. At its core, the platform combines Geo Incrementality Testing, incrementality-calibrated Marketing Mix Modeling (MMM), and automated experimentation to continuously validate and refine attribution models. This lets marketing teams see beyond surface-level metrics and understand halo effects, like how a TikTok campaign might be quietly boosting Amazon sales, so they can make smarter, evidence-based budget decisions. Designed for brands serious about proving marketing ROI, WorkMagic turns experimentation into an ongoing operational habit rather than a one-off analysis. By connecting your store and marketing channels directly to the platform, teams get a continuous feedback loop of test results that sharpen attribution accuracy and guide more confident media investment over time.

Capabilities & Features

  • Incrementality testing
  • Marketing attribution
  • Marketing mix modeling
  • Marketing experimentation
  • Geo testing
  • Data-driven marketing
  • E-commerce marketing
  • Marketing analytics
  • Attribution modeling
  • Marketing ROI
  • Halo effect measurement

Core Features

  • Incrementality-based Attribution tailored to each brand
  • Geo Incrementality Testing for channel-level lift measurement
  • Incrementality-calibrated Marketing Mix Modeling (MMM)
  • Automated, ongoing incrementality testing
  • Marketing Halo Effect measurement across channels
  • Actionable insights for smarter budget allocation

Use Cases

  • Running Geo Incrementality Tests to measure the true lift of a specific marketing channel or campaign
  • Calibrating and refining attribution models using real experimental data instead of platform-reported metrics
  • Feeding incrementality test results into MMM to optimize cross-channel media budgets
  • Identifying halo effects, such as how TikTok ads influence sales on a separate platform like Amazon
  • Validating whether a marketing channel is driving genuinely new customers or just capturing existing demand

Best For

  • E-commerce brands
  • Marketing professionals
  • Digital marketers
  • Marketing analysts
  • Media buyers

Pros

  • •Measures true causal impact instead of relying on biased last-click attribution
  • •Uncovers cross-channel halo effects that are typically invisible in standard reporting
  • •Combines geo testing with MMM for a more holistic, calibrated view of marketing performance
  • •Automates ongoing testing so attribution models stay accurate as channels evolve
  • •Delivers actionable budget allocation guidance rather than just raw data

Cons

  • •Requires a meaningful order volume (around 3,000 orders/month in most cases) to run effective tests
  • •Needs geo-targeting control across marketing channels, which may not be available to every advertiser
  • •Documentation does not clearly specify test duration or exact setup steps, requiring direct onboarding support
  • •Best suited for e-commerce businesses, potentially limiting fit for service-based or B2B companies

How to Use

1. Connect your e-commerce store along with your marketing and sales channels to WorkMagic. 2. Schedule and launch incrementality tests, such as geo-based experiments, across the channels you want to evaluate. 3. Let the platform run automated tests to measure true causal lift and halo effects. 4. Review test results to calibrate your attribution model and MMM. 5. Apply the resulting insights to reallocate budget toward channels proven to drive incremental growth.

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Pricing

Pricing details are not publicly listed; prospective customers should contact WorkMagic directly for a custom quote based on their testing and attribution needs.

Pricing data is provided as a summary. Visit the vendor website for full tier details.