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Hotlink Click to view authors project
Hotlink Marketing Learn

Read Campaign Analytics as a Learning System

Use views, destination actions, profile opens and source attribution to improve the next campaign.

Views are not conversions

Views tell you distribution worked. Destination CTA actions indicate movement toward the main goal. Profile Opens indicate business/profile discovery. Leads, event actions, downloads, video exposure and shares diagnose what people did before the final action.

Run simple experiments

Keep the destination constant, change one meaningful campaign variable, send comparable traffic, and record what you predicted before looking at the data.