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.