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Top 50 attribution Interview Questions

The most frequently asked attribution questions across all roles and companies, ranked by real interview frequency. Updated daily.

50questions
~8htotal time
82companies covered
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1
SQL & Data ManipulationStart here. 7 questions · ~68 min
Last-Click Attribution QueryMedium
Practice

Attribute each Affirm conversion to the most recent eligible ad click using joins, CTEs, and row numbering.

Window Functionsdata accuracyattributionAffirm
SQL First-Touch AttributionMedium
Practice

Use joins and ROW_NUMBER to identify the earliest qualifying Zendesk campaign touch for each converted user.

Window Functionsdata relationshipsattributionZendesk
Validate Marketing Attribution Data HygieneMedium
Practice

Audit attribution events for missing fields, invalid dates, unmatched campaigns, and unmatched conversions.

data accuracyattributionlarge datasetsMeta
Last-Click Attribution SQLMedium
Practice

Use a timestamp-aware join and window ranking to assign each conversion to the user's most recent marketing channel.

data accuracyattributionJoinsInsurify
Identify Pre-Upgrade TouchpointMedium
Practice

Identify each Retool user's latest touchpoint before upgrading to a paid plan.

Window FunctionsLag/LeadattributionRetool
First-Touch Booking AttributionMedium
Practice

Attribute each StyleSeat booking to the earliest eligible marketing campaign touch for that user.

data accuracyattributionJoinsStyleSeat
SQL Attribution First vs Last TouchHard
Practice

Compare channel-level first-touch and last-touch conversion counts and revenue using PostgreSQL CTEs and conditional aggregation.

attributionJoinsCTEsRent The Runway

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2
Metrics41 questions · ~397 min
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3
More topics2 questions · ~19 min
Handling Incomplete Attribution DataMedium
Recently asked

Tests ownership and decision-making under ambiguous attribution data, including stakeholder alignment and data-driven communication.

customer journeyattributionProblem SolvingAApex Tool GroupSmarshOura
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