Growth

Why Most Product Company Ad Spend Is Wasted (And How to Fix Attribution)

Most product companies can't connect ad spend to actual revenue. This guide breaks down attribution models, tracking setup, and how to optimize for profit instead of clicks.

By Daniel Snell Updated June 15, 2025 10 min read

This guide is in progress. It will cover attribution modeling for product companies, connecting ad platforms to CRM and order data, and shifting paid media strategy from vanity metrics to revenue.

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