attribution-report

Compare multi-touch attribution models across marketing channels to allocate conversions and revenue.

726|123|Updated Feb 11, 2026
One-click install
npx skills add https://github.com/indranilbanerjee/digital-marketing-pro --skill attribution-report
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: attribution-report
Source: https://github.com/indranilbanerjee/digital-marketing-pro/tree/main/skills/attribution-report
Command: npx skills add https://github.com/indranilbanerjee/digital-marketing-pro --skill attribution-report

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Attribution reporting tackles the challenge of identifying how multiple marketing channels drive conversions, enabling data-driven budget decisions and optimization.

Core Features & Use Cases

  • Multi-model comparison across first-touch, last-touch, linear, time-decay, and position-based attributions.
  • Unified conversion path data by merging analytics MCPs, ad platforms, and CRM touchpoints for holistic insights.
  • Actionable outputs including per-channel revenue attribution, budget recommendations, assisted conversions, path length, and time-to-conversion analyses.
  • Use Case: Compare two models to see which channels drive awareness vs. conversion and reallocate budgets accordingly.

Quick Start

Provide your attribution models, conversion events, time window, and channels to analyze, then run the attribution report.

Frequently Asked Questions about attribution-report

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

FAQPage Schema
How do I compare multi-touch attribution models to allocate marketing revenue?

Multi-touch attribution comparison applies first-touch, last-touch, linear, time-decay, and position-based models side-by-side to allocate conversions and revenue across marketing channels. This reveals which channels drive awareness versus conversions for budget reallocation.

Can I merge analytics, ads, and CRM data for a unified conversion path analysis?

Yes, conversion path analysis merges touchpoints from analytics MCPs, ad platforms, and CRM sources. This unified data structure enables holistic insights into assisted conversions, path length, and time-to-conversion across your marketing channels.

What marketing analytics outputs do I get from a multi-touch attribution report?

Multi-touch attribution reports deliver per-channel revenue allocation, model comparison insights, budget recommendations, assisted conversions, path length, and time-to-conversion analytics. Outputs include transparent data-source notes for reliable channel optimization.

What do I need to provide to generate a channel attribution report?

To generate a channel attribution report, provide your selected attribution models, conversion events, time window, and specific marketing channels to analyze. The report then processes this input to deliver per-channel revenue allocation and budget recommendations.

When should I use time-decay versus position-based attribution for channel optimization?

Use time-decay attribution when recent touchpoints should receive more credit, and position-based attribution when the first and last interactions matter most. Comparing these models side-by-side identifies the best fit for your channel impact and ROAS optimization.

Why does last-touch attribution misrepresent assisted conversions in my marketing data?

Last-touch attribution assigns 100% of conversion credit to the final interaction, ignoring assisted conversions. Multi-touch attribution solves this by distributing revenue across all touchpoints, exposing the true path length and channel impact.