Essential Statistics

• Twenty-six percent of marketers use data-driven attribution.
• Nineteen percent rely on last-touch attribution.
• Twelve percent use first-touch models.
• Twelve percent use linear attribution.
• Thirty-one percent report using no attribution model at all.
• Data-driven adoption is growing but still not universal.

Key Takeaways

• Data-driven attribution is the most used model but still under-adopted.
• Many marketers rely on outdated models that distort channel value.
• Nearly one-third of marketers operate without any attribution model.
• Lack of attribution consistency harms budget allocation.
• Attribution maturity correlates with better marketing ROI.
• Understanding real customer journeys requires multi‑touch visibility.

Actionable Insights

Avoid One-Dimensional Models

Last-touch misses the majority of influence points.

Implement Data-Driven Attribution

Modern AI models reflect real-world behavior more accurately.

Educate Leadership on Attribution

Alignment reduces resistance to model changes.

Map Actual Customer Journeys

Use customer interviews to validate model accuracy.

Test Multiple Models

Run lift studies to see which model best reflects your funnel.

Integrate Attribution Into Budgeting

Let channel influence, not assumptions, guide investment.