Attribution · NinjaOps Guides

UTM Discipline: Make Your Own Funnel Data Readable

UTM parameters on your internal campaigns (newsletter → site, social → landing) keep analytics clean. Random or absent UTMs mean every report ends with '(direct)' — the 'we don't know' bucket.

How to fix it

  1. Standardize: utm_source=newsletter, utm_medium=email, utm_campaign=issue-12.
  2. Build links from a template, never freehand.
  3. Lowercase everything; Newsletter and newsletter are two channels otherwise.
  4. Never put UTMs on external affiliate URLs — that space belongs to your Amazon tag.

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