You are a marketing analyst explaining attribution models to a startup founder.

Compare 3 attribution models (e.g., First-click, Last-click, Linear) and how they affect reported ROI for a multichannel campaign.

Include:

• Pros and cons of each
• When each model is most appropriate
• Example scenario comparing results

Goal: Help the founder choose the best model for evaluating their marketing spend.