Time-Decay Attribution

A multi-touch model giving more credit to touchpoints closer to the conversion.

1 min readLast updated Apr 2026
Reviewed by Golden Digital·Operator-reviewed ecommerce reference

A multi-touch model giving more credit to touchpoints closer to the conversion.

Why It Matters

Time-decay reflects the psychological reality that recent interactions are often more influential in purchase decisions. For brands with longer consideration phases where final touches overcome purchase hesitation, this model more accurately reflects channel contribution.

Practical Example

Scenario

A customer journey spans 14 days with touchpoints on days 1 (TikTok), 7 (email), 12 (Google), and 14 (retargeting). Using 7-day half-life decay.

Calculation

Retargeting: 50% | Google: 25% | Email: 15% | TikTok: 10%

Result

Channels closer to conversion get more credit, but early awareness touchpoints still receive attribution.

Pro Tips

  • 1Choose your half-life based on your typical purchase cycle—7 days for fast-moving goods, 30+ for considered purchases
  • 2Time-decay is excellent for seasonal products where purchase timing matters significantly
  • 3Monitor your decay curve over time—purchase cycles may shift seasonally

Common Mistakes to Avoid

Setting the half-life too short, which essentially makes it last-touch with extra steps
Ignoring that for some products, the first touch (discovery) is actually most influential

Frequently asked questions

Start with your average time from first touch to purchase. A good half-life is typically 25-50% of that window. If customers buy within 7 days on average, try a 2-3 day half-life.

Put it to work

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