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Attribution·5 min read

Last-click attribution punishes every channel except the last one

The attribution model you choose determines which channels look like they're working — pick the wrong one, and you'll defund channels that were actually contributing.

What is it?

Attribution is the practice of assigning credit for a conversion to the marketing touchpoints that contributed to it — determining which channels, campaigns, or content actually drove the result.

The attribution model chosen (last-click, first-click, multi-touch, and others) fundamentally changes which channels appear to be working, since real buyer journeys often involve multiple touchpoints before conversion.

Why it matters

Directly shapes budget decisions

Channels that look ineffective get defunded, correctly or not.

Reflects real buyer journeys

Most B2B buyers touch multiple channels before converting.

Reveals assisting vs. closing channels

Some channels open deals, others close them — both matter.

Determines what 'ROI' even means

The same spend can look great or terrible depending on the model.

How it works

Choosing an attribution approach.

Map the typical buyer journey
How many touchpoints, and across which channels, before a conversion
Choose a model matching that complexity
Simple journeys can use simpler models; complex ones need multi-touch
Set appropriate time windows per channel
Brand and content need longer windows than direct-response channels
Cross-check against sales feedback
Attribution tools can miss offline or word-of-mouth influence

Attribution model comparison

 Credits
Last-clickOnly the final touchpoint before conversion
First-clickOnly the first touchpoint in the journey
Multi-touchDistributed across all touchpoints in the journey

Best practices

Match the model to journey complexity

Multi-touch for considered, multi-session buyer journeys.

Use channel-appropriate time windows

Brand and content need longer evaluation periods than paid search.

Cross-check with sales conversations

Attribution tools miss some real influence.

Revisit the model as channels mature

A channel's role in the journey can shift over time.

Common mistakes

Most attribution setups mislead decisions for one of these reasons.

Using last-click for every channel universally

It systematically undervalues channels that assist rather than close.

Under-investment in genuinely effective upper-funnel channels.

Use multi-touch attribution for complex buyer journeys.

Judging every channel on the same time window

Brand and content investments need longer to show attributable returns.

Slower-compounding channels get cut before they've proven out.

Set channel-appropriate evaluation windows.

Ignoring qualitative sales feedback

Attribution tools miss offline and word-of-mouth influence.

An incomplete picture that skews budget decisions.

Cross-check attribution data against what sales actually hears.

KPIs & success metrics

What to track for attribution specifically.

#
Assisted conversions

Conversions where a channel contributed but wasn't the last touch.

#
Average touchpoints to conversion

How complex your typical buyer journey actually is.

%
Channel overlap

How often multiple channels appear in the same journey.

Frequently asked questions

Ready to fix your attribution model?

Model channel ROI accurately, accounting for how buyers actually convert.