Single-Touch vs Multi-Touch Attribution

Pros

• +Simple to implement and easy to explain to stakeholders
• +Clear, unambiguous credit assignment for every conversion
• +Works with basic analytics setups and limited data infrastructure
• +Useful as a starting point for organizations new to attribution

Cons

• −Ignores all touchpoints except one, creating a distorted picture
• −Over-credits either awareness or closing channels depending on model
• −Leads to budget misallocation based on incomplete data
• −Doesn't reflect modern multi-channel customer journeys

Pros

• +Credits every touchpoint that contributed to a conversion
• +Reveals the true role of each channel in the customer journey
• +Enables more accurate budget allocation across channels
• +Multiple model types (linear, time-decay, position-based, data-driven) for different needs
• +Better reflects how customers actually research and buy

Cons

• −More complex to implement and requires cross-channel data collection
• −Data-driven models need significant conversion volume to be reliable
• −Harder to explain to non-technical stakeholders
• −Requires investment in tracking infrastructure and data pipelines