Linear Attribution

Linear attribution is a multi-touch model that divides credit equally across every recorded touchpoint in the buyer journey. If ten interactions precede a conversion, each receives 10% of the credit. If five interactions, each receives 20%.

How linear attribution works

The formula is straightforward:

Credit per touchpoint = 1 ÷ number of touchpoints

Applied to a closed deal, each touchpoint receives an equal share of pipeline or revenue credit. There is no weighting by position, persona, or recency — only participation in the journey counts.

Why teams choose linear attribution

  • Transparency: Stakeholders can explain the math in one sentence.
  • Neutral baseline: Useful when moving from first-touch or last-touch reporting to multi-touch for the first time.
  • Full-funnel visibility: Channels that assist but rarely close — organic content, community, early events — finally appear on the scoreboard.
  • Long B2B cycles: When many touches genuinely contribute over months, equal credit can be more honest than giving 100% to the last meeting.

Limitations of linear attribution

  • Equal weight is rarely true: A three-second banner impression is not equivalent to a 60-minute executive briefing.
  • Touchpoint inflation: More logged activities dilute everyone's share — incentivizing noisy logging unless governance exists.
  • Still blind to the dark funnel: Untracked influence remains invisible regardless of model.

Linear attribution is best treated as a baseline inside a broader multi-touch practice — compared against U-shaped, W-shaped, or impact-weighted models to stress-test budget decisions.

When to graduate beyond linear

Consider weighted models when:

  • Leadership asks which touches mattered most, not just which touches occurred.
  • Sales cycles include clear milestone events worth anchoring (W-shaped).
  • You have enough closed deals to validate custom weights against outcomes.