The certifications are free, and priced accordingly
Google, Meta, and HubSpot all publish free certifications, and they are worth taking: the material is decent and the platforms change often enough that structured coverage helps. But because anyone can hold them at no cost, they establish familiarity rather than distinguish candidates. Treat them as a floor rather than an achievement.
What actually distinguishes a candidate
Evidence of having moved a number. A campaign you ran, a page whose traffic you grew, an email sequence you wrote and measured — with the before, the after, and an honest account of what you would do differently. That is rare, checkable, and it is what interviews turn on. It is also why running something small of your own beats a fourth certificate.
Analytics is the durable half
Platforms and tactics churn constantly; the ability to read whether something worked does not. Understanding what a conversion rate is measuring, why attribution is genuinely hard, and when a result is too small to mean anything will still be useful when today's channels are gone. The practice test weights that side deliberately.