skills.rest
iclaudioo
iclaudiooCOMMUNITY
Explore all skills by this author →
GitHub

marketing-analytics

Analyze marketing performance data to identify customer acquisition drivers.

1|Updated Mar 4, 2026
Search Tags:#dashboards#KPIs#marketing analytics#measurement#attribution#incrementality#marketing ROI
One-click install
npx skills add https://github.com/iclaudioo/marketing-science-skills --skill marketing-analytics-iclaudioo
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: marketing-analytics
Source: https://github.com/iclaudioo/marketing-science-skills/tree/main/skills/marketing-analytics
Command: npx skills add https://github.com/iclaudioo/marketing-science-skills --skill marketing-analytics-iclaudioo

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps you understand marketing performance by providing measurement, analytics, attribution, and dashboard design capabilities, ensuring data-driven decisions.

Core Features & Use Cases

  • Measurement Frameworks: Define and track key performance indicators (KPIs) aligned with business goals.
  • Attribution & Incrementality: Analyze the true impact of marketing channels beyond platform-reported ROAS.
  • Dashboard Design: Create clear, actionable dashboards for different stakeholder levels.
  • Use Case: A marketing manager needs to understand which channels are truly driving conversions and how to allocate budget effectively. This Skill can analyze historical data, compare attribution models, and recommend an incrementality-focused budget.

Quick Start

Analyze the marketing performance data provided to identify key drivers of customer acquisition.

Frequently Asked Questions about marketing-analytics

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I measure true marketing ROI beyond platform-reported ROAS?▼

Marketing ROI measurement requires cross-channel attribution modeling and incrementality testing to analyze the true impact of channels beyond platform-reported ROAS, ensuring data-driven budget allocation.

What is the best way to design KPI frameworks for marketing dashboards?▼

Designing KPI frameworks for marketing dashboards involves defining and tracking key performance indicators aligned with business goals, adhering to marketing science principles like Ehrenberg-Bass metrics and Binet & Field effectiveness models.

How does cross-channel attribution modeling work for budget allocation?▼

Cross-channel attribution modeling works by analyzing historical marketing data to compare attribution models and identify true conversion drivers, enabling incrementality-focused budget allocation recommendations for marketing managers.

Can I use incrementality testing to compare marketing channels?▼

Yes, incrementality testing compares marketing channels by analyzing their true impact on conversions, helping you understand actual channel effectiveness rather than relying solely on attribution model outputs.

When do I need incrementality testing for marketing analytics?▼

You need incrementality testing for marketing analytics when platform-reported ROAS is insufficient and you must determine the true impact of marketing channels to allocate budget effectively based on actual conversion drivers.

Related Skills

Explore More Marketing & Sales Skills→
thompson0012thompson0012
28

marketing-performance-analytics

Aggregate and analyze marketing performance data across channels to reveal KPI gaps, trends, and attribution insights.

Community
Advanced
nazlicancaglarnazlicancaglar

attribution-analyst

Compare attribution models and analyze conversion paths across marketing channels.

Community
Advanced
elophantoelophanto
116

analytics-reporting

Analyzes raw data to build dashboards, reports and KPI tracking using SQL and Python/R.

Community
Advanced
scumunnascumunna
1

marketing-mix-modeling

Correlate marketing spend with business outcomes using marketing mix modeling.

Community
Intermediate