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TG3 SaaS/Glossary/Attribution model
SaaS metrics glossary

Attribution model.

The rule that decides which channel gets credit for a deal. Here is what an attribution model is, the main types and why all of them are wrong.

Definition
An attribution model is the rule that decides how credit for a sale is divided across the marketing touchpoints that influenced it.

Every model is wrong, some are useful. First-touch over-credits awareness, last-touch over-credits the closer, multi-touch spreads credit but hides behind assumptions. The goal is not truth, it is a consistent rule everyone trusts.

How attribution models work

How attribution models work.

Touchpoints  →  credit rule  →  attributed pipeline
First-touchall credit to the first interaction, good for demand creation
Last-touchall credit to the final interaction, good for capture
Multi-touchcredit split across touchpoints by a chosen rule

The model matters less than measuring it in one place that reconciles to revenue, see attribution your CFO will sign off.

Benchmarks

Why every attribution model is wrong.

No model captures how buying really happens, across channels, over months, with offline conversations you never see. First-touch and last-touch each tell a convenient half-truth. Multi-touch sounds rigorous but buries assumptions.

So stop hunting for the true model. Pick one, apply it consistently, measure it in a warehouse that reconciles to booked revenue and use it to compare periods, not to declare a single channel the winner.

How to improve it

How to choose an attribution model.

01

Match the model to the question

First-touch for demand creation, last-touch for capture. Different questions, different models.

02

Pick one and stick to it

Consistency beats accuracy. Switching models to flatter a channel fools only you.

03

Measure in one place

Platform reports each over-credit themselves. A warehouse de-duplicates the truth.

04

Reconcile to revenue

If attributed pipeline does not add up to booked revenue, the model is fiction.

Common questions

Questions about attribution model.

What is an attribution model?+

The rule that decides how credit for a conversion is split across the marketing touchpoints that led to it.

What are the main attribution models?+

First-touch, last-touch and multi-touch. They credit the first, the last or a split across all touchpoints.

Which attribution model is best?+

None is correct. Match the model to the question, apply it consistently and measure it where it reconciles to revenue.

Why is attribution so hard in SaaS?+

Because buying spans many channels over months, including offline conversations you never see, so no model captures it fully.

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