归因与分析
Triple Whale
Triple Whale 是面向 DTC 电商的分析与归因平台，整合广告花费、Shopify 营收与用户数据，借助第一方服务端像素与建模归因实时呈现混合 ROAS、获客成本与生命周期价值。
主要用途
Triple Whale is a marketing analytics and attribution platform built for direct-to-consumer ecommerce brands, centralizing ad spend, store revenue, and customer data in one dashboard. It connects to Shopify and major ad channels, then uses first-party pixel data and modeled attribution to show which campaigns, creatives, and channels actually drive profitable orders. Brands track blended ROAS, new-customer acquisition cost, contribution margin, and cohort lifetime value in real time, replacing scattered spreadsheets. It adds creative analytics, a server-side pixel for signal recovery, and AI assistants that summarize performance, so lean DTC teams can make daily spend decisions from a single source of truth.
所在链路
Sits at the cross-channel attribution and profitability layer of a DTC ecommerce marketing stack.
核心功能
- Blended and channel-level ROAS across all ad platforms
- First-party server-side pixel for resilient conversion tracking
- New-customer CAC and contribution-margin reporting
- Cohort and lifetime-value analysis tied to ad spend
- Creative analytics to compare ad performance
- AI summaries and customizable real-time dashboards
适合谁用
- DTC Shopify brands tracking blended ROAS and profit
- Lean growth teams replacing spreadsheet reporting
新手提示
- Install the server-side pixel early so attribution data builds before you scale spend
- Focus on new-customer CAC, not just blended ROAS, to avoid rewarding retargeting
- Reconcile dashboard numbers against Shopify periodically so the team trusts the data