The starting point
The marketing team was spending more time assembling reports than reading them. Data lived in Meta Ads Manager, Google Ads, LinkedIn Campaign Manager, and two other platforms: each with its own date range defaults, attribution model, and export format. Every week's review meeting started with twenty minutes of reconciliation. Comparing channels was nearly impossible because the platforms didn't agree on what a conversion was.