Attribution & Marketing-Mix Modelling Interview Questions & AnswersAnalytics & Measurement Interview Questions & Answers

Channel Grouping Logic

Evaluate your ability to create mutually exclusive, exhaustive channel classifications and troubleshoot common grouping pitfalls.

GA4’s 2025 default channel grouping uses ______ as its primary classification dimension.

Session source / medium

Keyword

Campaign name

Landing page

GA4 first reads source and medium values, then applies rule logic to assign default channel names.

Custom channel groupings override defaults on a ______ basis.

property

raw hit

reporting

account

They are virtual; underlying raw events keep original source/medium, preserving flexibility.

When multiple rules match, GA4 applies the channel group rule ______ in the list.

random

highest priority

lowest priority

alphabetical

Rule order matters; earlier rules take precedence, avoiding accidental misclassification.

Grouping all influencer links under 'Social' may hide paid collaborations because it mixes ______ and paid.

affiliate

organic

email

display

Analysts often create separate 'Paid Social Creator' channels to preserve costing accuracy.

2025 GA4 release added a UI bulk editor for channel groups located under ______.

Library

Audiences

Admin → Data settings

Realtime

Bulk editor simplifies maintaining dozens of regex rules across properties.

Including UTM_medium=cpc but source='linkedin.com' will map to ______ by default.

Organic Search

Referral

Paid Search

Paid Social

Rule hierarchy classifies CPC traffic from social domains into Paid Social, not Search.

A common error is double‑tagging email links with medium 'email' and 'newsletter'; resolving this needs ______.

lowercase filter

sub‑source

ad hoc regex

standard naming conventions

Consistent taxonomy avoids channel splits that dilute performance data.

Channels should be mutually exclusive and collectively exhaustive to prevent ______.

SEO cannibalisation

higher CPM

double counting conversions

funnel overlap

Overlapping rules can attribute a single session to multiple channels, inflating totals.

Mapping SMS traffic often uses UTM_medium='sms'; without a rule it falls into GA4’s ______ bucket.

Unassigned

Referral

Paid Other

Organic Social

Sessions not matching any rule default to Unassigned, prompting custom channel creation.

Channel grouping logic should be frozen at least ______ before MMM data pull to avoid structural breaks.

one week

one year

one quarter

one day

Frequent rule changes create discontinuities that violate time‑series model assumptions.

Starter

Review the basics.

Solid

Nice work—refine the details.

Expert!

Exceptional command of the topic.

Preparing for Channel Grouping Logic Interview Questions means learning how to organize your marketing channels into clear, actionable buckets. Begin by exploring the Attribution & Marketing-Mix Modelling interview questions to see how proper grouping impacts ROI analysis. Next, sharpen your statistical toolbox with the Bayesian MMM practice MCQs and understand how probabilistic methods assign channel credit. Then dive into the baseline sales drivers interview resource to identify the key factors that drive demand. Finally, solidify your skills by working through the MMM validation metrics interview guide for tips on ensuring your models stand up to scrutiny.

Hi, I am Aniruddh Sharma. I’m a digital and growth marketing professional who loves transforming complex strategies into simple, interactive learning experiences. At QuizCrest, I design marketing quizzes that cover SEO, Google Ads, Meta Ads, analytics,…

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