All articles
Practical guidance on marketing data standards, taxonomy, measurement, and AI readiness — from the team behind Claravine.
All articles
Disparate Data Sources: Why Connecting Them Is Not Combining Them
Disparate data sources hold related data in incompatible forms. Integration gives you access — here's what still has to be agreed before you can combine them.
Digital Asset Management: What It Is and What Makes It Work
Digital asset management centralizes creative files so teams can find and reuse them. Here's what a DAM does — and what determines whether it works.
Data Silos: What They Are, and the One Integration Cannot Fix
A data silo is data trapped where others cannot use it. Here are the causes, the standard fixes — and the silo that survives every integration project.
Data Privacy Compliance for Marketing Teams
Data privacy compliance is usually framed as a legal problem. For marketing teams most of it is a data-management one — here's the part you own.
Data-Driven Content: What Has to Be Tagged Before the Data Means Anything
Data-driven content uses performance data to decide what to make next. That loop only closes if every asset is identifiable — here's what to tag, and when.
The Content Supply Chain: Why Tagging Decides What You Can Measure
The content supply chain moves an asset from brief to distribution. Tagging decides whether any of it can be measured — here's where it belongs.
Marketing Content Management: Workflow, Roles, and What Breaks
Content management is more than a CMS. Here's the workflow from brief to published asset, and where it breaks at scale.
Paid Media Reporting: Why It Takes So Long, and What Fixes It
A paid media report combines spend and performance across platforms. Most of the work is reconciliation, not analysis — here's what removes it.
Mobile Measurement: MMPs, Attribution, and the Cross-Surface Gap
Mobile measurement attributes app installs and events to the campaigns that drove them. Here's what an MMP does — and why app and web numbers rarely reconcile.
Marketing Analytics: Metrics, Methods, and What Has to Be True First
Marketing analytics turns campaign data into decisions. Here are the metrics, the methods, and the upstream condition that decides whether any of it holds.
Cross-Channel Marketing: Strategy, Analytics, and Why Measurement Breaks
Cross-channel marketing coordinates a campaign across channels. Here's how it differs from omnichannel — and why the analytics get harder.
Cohort Marketing: Grouping Customers, and Comparing Them Fairly
Cohort marketing groups customers by a shared starting point and tracks them over time. Here's how it works — and what makes two cohorts genuinely comparable.
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