Marketingcounterfactual causal inference over event sequencesresearch-stage framework for a concrete marketing analytics workflow

Multi-touch attribution with removal-effect estimation

Track the sequence of ads a customer sees and estimate how much conversions would drop if one touchpoint were removed.

10.0

Quality
Score

Executive Brief

Business Problem Solved

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Value Drivers

Value Driver 1Value Driver 2

Strategic Moat

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Executive brief, technical architecture, and market positioning for this use case.

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Executive Brief•Technical•Market Signal

Technical Analysis

Model Strategy

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Data Strategy

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Implementation Complexity

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Scalability Bottleneck

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Executive brief, technical architecture, and market positioning for this use case.

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Executive Brief•Technical•Market Signal

Market Signal

Adoption Stage

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Differentiation Factor

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Key Competitors

Company ACompany B

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Executive brief, technical architecture, and market positioning for this use case.

Marketing — $499/yr Atlas Pro — $1,499/yr

Executive Brief•Technical•Market Signal

Part of Application

Marketing Attribution and Conversion Data Quality

3 use cases in this application

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Source

https://arxiv.org/pdf/2302.06075