spillover-estimator

Estimate directional spillover from source to downstream channels using exports and timing context.

7|Updated Mar 11, 2026
One-click install
npx skills add https://github.com/Leooooooow/Awesome-eCommerce-Skills --skill spillover-estimator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: spillover-estimator
Source: https://github.com/Leooooooow/Awesome-eCommerce-Skills/tree/main/skills/spillover-estimator
Command: npx skills add https://github.com/Leooooooow/Awesome-eCommerce-Skills --skill spillover-estimator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Estimate cross-channel spillover without pretending to prove perfect attribution.

Core Features & Use Cases

  • Core problem: Did growth in one channel also lift another channel?
  • Best for: Operators evaluating cross-channel effects such as TikTok, Amazon, DTC, creator activity, paid traffic, and marketplace growth
  • Use case: Determine whether a campaign or creator activity lifts a downstream channel and by how much

Quick Start

Run the spillover estimator on your source and downstream channel data for a defined time window to produce a directional spillover estimate.

Frequently Asked Questions about spillover-estimator

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

FAQPage Schema
How do I measure cross-channel spillover from TikTok to my DTC store?

To measure cross-channel spillover, you run the estimator on source and downstream channel data exports within a defined time window to produce a directional spillover estimate with a confidence note.

How do I estimate if creator activity lifts Amazon sales without perfect attribution?

You can estimate if creator activity lifts Amazon sales by providing channel data exports or screenshots and timing information to generate a directional spillover estimate with a confidence note, avoiding the need for perfect attribution.

Can I use this cross-channel spillover estimator for paid traffic and marketplace growth data?

Yes, you can use this cross-channel spillover estimator for paid traffic and marketplace growth data by applying it to your source and downstream channel exports to identify directional evidence of lift.

What data do I need to provide to estimate cross-channel spillover?

To estimate cross-channel spillover, you need to provide channel data exports or screenshots, timing information for the activity window, and the ability to generate a directional spillover estimate with a confidence note.

Does cross-channel spillover estimation prove exact attribution between channels?

Cross-channel spillover estimation does not prove exact attribution; it identifies whether growth in a source channel lifts a downstream channel using directional evidence and provides a confidence note instead of perfect attribution.