# WorkMagic 依據 OpenAITools.app 於 2026-11-11 查驗的觀測資料，WorkMagic（workmagic.io）是收錄於 AI 測試的 AI 平台，每月產生 1.48萬次造訪，月流量變化量為 -9954（-40.2%）。其主要地理市場為美國（流量佔比 47.7%），並採用需聯絡報價定價模式。依每月流量計算的主要競爭替代方案包括 Triple Whale（每月 159.45萬次造訪），Incremental（每月 6880 次造訪），Akkio（每月 1.95萬次造訪）。 WorkMagic is a marketing measurement platform that runs incrementality lift tests as ground truth, then uses those results to calibrate causal attribution and media mix models for omnichannel decision-making. ## 主要觀測資料與規格 | 指標 | 數值 | | :--- | :--- | | 工具名稱 | WorkMagic | | 代稱 | workmagic-io | | Status | active | | Origin | independent | | Maintenance | active | | 官方網域 | workmagic.io | | 網站網址 | https://workmagic.io | | 分類 | AI 測試, AI 行銷, AI 廣告投放, 資料分析 AI, AI 預測, AI 報告生成器 | | 定價模式 | 需聯絡報價 | | 每月造訪次數 | 14,786 | | 月流量變化 | -9,954 | | 月成長率 | -40.2% | | 主要市場 | 美國 | | 市佔率 | 47.7% | | 直接造訪 | 6,449 | | 自然搜尋造訪 | — | | 社群造訪 | — | | 推薦流量造訪 | 1,305 | | 電子郵件造訪 | 733 | | 評論分數 | 4.1 | | 收藏數 | 2 | | 支援平台 | 網站 | | 帳務平台 | stripe | | 屬性 | 功能: 網站; 價格: 需聯絡報價 | | 標籤 | 增量測試, 行銷歸因, 行銷組合建模, 行銷實驗, 地區測試, 數據驅動行銷, 電商行銷, 行銷分析, 歸因建模, 行銷投資報酬, 光環效應衡量 | ## 總覽 WorkMagic is a marketing measurement platform that runs incrementality lift tests as ground truth, then uses those results to calibrate causal attribution and media mix models for omnichannel decision-making. ## 價格與方案 Contact for pricing. WorkMagic sells through a demo and quotes based on ad spend, channel mix and measurement scope; no public price list is published. ## 關鍵功能與能力 - **Incrementality testing as ground truth:** Run automated geo and holdout experiments that measure true causal lift, with the vendor reporting a 98% test success rate versus an industry average near 70%. - **Omnichannel causal attribution:** Calibrate a multi-touch attribution model with verified lift results so channel and creative-level credit reflects real incremental impact across all sales channels. - **Causal media mix modeling:** A real-time MMM calibrated on historical data plus live test results, producing budget projections that land within roughly 10% of actual performance. - **Halo effect measurement:** Quantify the impact of ads on sales channels beyond the one they ran in, so ROAS reflects the whole funnel rather than a single platform. - **Finance-aligned reporting:** Align growth and finance on the same objective metrics, replacing platform-reported CAC estimates with incrementality-adjusted figures. - **Budget optimisation:** Convert measurement into next-dollar decisions with budget scenario planning across channels and creative. ## 主要使用情境 - **Prove lift before scaling spend (Growth marketer):** Run geo or holdout lift tests to prove which campaigns actually drive sales before you scale spend behind them. - **See cross-channel halo effects (E-commerce performance lead):** Measure how advertising on one channel lifts sales on another — TikTok Shop Ads driving Shopify revenue, for instance — so ROAS reflects the full funnel. - **Align finance and marketing on CAC (Marketing finance partner):** Replace platform-reported CAC with incrementality-adjusted numbers so finance and growth agree on what a customer actually costs. - **Plan budgets with calibrated MMM (Media planner):** Use a test-calibrated media mix model to plan budget allocation across channels with projections you can defend internally. - **Build an evidence-based measurement story (CMO):** Establish a credible, experiment-backed view of performance to support investment decisions and reporting. ## 優勢 - Uses causal lift tests rather than trusting platform-reported conversions - Calibrates MMM and attribution with real experimental results - Explicitly quantifies halo effects across sales channels - Transparent published accuracy claims (98% test success, projections within 10%) - Documented customer outcomes from Comfrt, Indacloud and David Protein ## 限制 - Demo-gated sales process with no transparent public pricing - Enterprise-grade measurement fits larger advertisers better than very small brands - Incrementality tests and MMM calibration need meaningful data volume to be reliable - Value depends on connecting ad platforms, CDP and analytics data cleanly ## 常見問題 ### What is WorkMagic? WorkMagic is a marketing science platform built around Triangulated Measurement: it uses incrementality lift tests as ground truth, then calibrates media mix modelling for strategy and causal multi-touch attribution for daily execution. ### Why start with incrementality instead of attribution? Incrementality tests measure causal lift directly, so they do not inherit the biases baked into platform-reported conversions. WorkMagic says 98% of its tests successfully measure lift, versus an industry average of around 70%. ### What is the halo effect WorkMagic measures? The halo effect is the impact an ad on one channel has on sales elsewhere — for example TikTok Shop Ads lifting Shopify revenue. WorkMagic measures this cross-channel impact so budgets reflect total incremental value. ### How accurate is the media mix model? WorkMagic calibrates its causal media mix model with both historical data and live lift-test results, and says projections typically land within 10% of actual performance. ### Is pricing published? No. WorkMagic sells through a demo, and pricing is quoted based on your spend, channels and measurement scope. ### Who uses it? WorkMagic markets to e-commerce and omnichannel brands and has published customer stories from Comfrt, Indacloud and David Protein. ### WorkMagic 的每月流量與成長趨勢為何？ WorkMagic 目前每月有 1.48萬次造訪，月流量變化為 -9954（成長率 -40.2%）。其主要來源市場為美國（佔比 47.7%），其中包含每月 6449 次直接造訪與每月 — 次自然搜尋造訪。 ### WorkMagic 是免費的嗎？其定價模式為何？ WorkMagic 採用需聯絡報價定價模式。Contact for pricing. WorkMagic sells through a demo and quotes based on ad spend, channel mix and measurement scope; no public price list is published. 支援的帳務與結帳平台包括：stripe。 ### 2026 年最佳的 WorkMagic 替代方案有哪些？ 依據 OpenAITools.app 的分類流量與功能契合度，WorkMagic 的前五大替代方案為：1. Triple Whale（每月 159.45萬次造訪）; 2. Incremental（每月 6880 次造訪）; 3. Akkio（每月 1.95萬次造訪）; 4. Growify（每月 8513 次造訪）; 5. BooleanMaths（每月 3.07萬次造訪）。 ### WorkMagic 支援哪些平台與核心 AI 能力？ WorkMagic 分類於 AI 測試, AI 行銷, AI 廣告投放, 資料分析 AI，支援以下平台：網站，其核心能力標籤包括：增量測試, 行銷歸因, 行銷組合建模, 行銷實驗, 地區測試, 數據驅動行銷。 ## 替代方案 | 工具名稱 | 每月造訪次數 | 定價模式 | 比較 | | :--- | :--- | :--- | :--- | | [Triple Whale](https://openaitools.app/tw/tool/triple-whale) | 1,594,461 | 免費增值、付費 | [比較](https://openaitools.app/tw/compare/triple-whale-vs-workmagic-io) | | [Incremental](https://openaitools.app/tw/tool/incremental-ai-tradeswell-ai) | 6,880 | 需聯絡報價 | [比較](https://openaitools.app/tw/compare/incremental-ai-tradeswell-ai-vs-workmagic-io) | | [Akkio](https://openaitools.app/tw/tool/akkio) | 19,527 | 免費增值、需聯絡報價 | [比較](https://openaitools.app/tw/compare/akkio-vs-workmagic-io) | | [Growify](https://openaitools.app/tw/tool/growify) | 8,513 | Paid (quote-based); Contact for Pricing | [比較](https://openaitools.app/tw/compare/growify-vs-workmagic-io) | | [BooleanMaths](https://openaitools.app/tw/tool/booleanmaths-pulse) | 30,692 | 免費試用、需聯絡報價 | [比較](https://openaitools.app/tw/compare/booleanmaths-pulse-vs-workmagic-io) | | [MyDataNinja](https://openaitools.app/tw/tool/mydataninja) | 1,662 | 免費增值、免費試用、付費 | [比較](https://openaitools.app/tw/compare/mydataninja-vs-workmagic-io) | | [By the Numbers](https://openaitools.app/tw/tool/bythenumbersapp-com) | 11,605 | 免費試用、付費 | [比較](https://openaitools.app/tw/compare/bythenumbersapp-com-vs-workmagic-io) | | [TrueROAS](https://openaitools.app/tw/tool/trueroas-io) | 3,655 | 免費試用、付費 | [比較](https://openaitools.app/tw/compare/trueroas-io-vs-workmagic-io) | | [Polar Analytics](https://openaitools.app/tw/tool/polaranalytics-com) | 44,209 | 免費試用、付費 | [比較](https://openaitools.app/tw/compare/polaranalytics-com-vs-workmagic-io) | | [Lebesgue](https://openaitools.app/tw/tool/lebesgue) | 23,737 | 免費增值、免費試用 | [比較](https://openaitools.app/tw/compare/lebesgue-vs-workmagic-io) | | [Third i](https://openaitools.app/tw/tool/thirdi) | 4,361 | 免費試用、需聯絡報價 | [比較](https://openaitools.app/tw/compare/thirdi-vs-workmagic-io) | | [Strique](https://openaitools.app/tw/tool/strique) | 1,067 | 付費、需聯絡報價 | [比較](https://openaitools.app/tw/compare/strique-vs-workmagic-io) | --- 來源：https://openaitools.app/tw/tool/workmagic-io