SkuFuel

Public ecommerce intelligence

Ecommerce growth signals from public data.

SkuFuel tracks how online stores change, what they promote, which systems they use, and where useful growth lessons may be hiding.

Built for ecommerce operators, marketers and founders who want practical intelligence, not vague growth advice.

Public data. Uses visible website and public source signals.
Evidence first. Stores methods, timestamps and source references.
Confidence labels. Separates useful signals from certainty.
No private claims. No inferred revenue, margin or ad spend.

What SkuFuel tracks

The first build starts with homepage evidence and campaign signals. The system is designed to expand into catalogue surfaces, technologies, reviews, hiring and category benchmarks as the scraper data matures.

Homepage changes

Hero messages, headings, campaigns and offer language.

Live or building baseline

Promotion signals

Visible sale, discount, bundle, new in, gift and shipping language.

Live or building baseline

Catalogue surfaces

Prepared for product-like URL, sale page and category movement signals.

Coming next

Latest observed signals

Recent public signals from tracked ecommerce stores. Treat these as observed evidence, not claims about private performance.

View all signals
Homepage change data is unavailable.

The SkuFuel 100 watchlist

A curated set of ecommerce stores and D2C brands used to build the first public signal baseline.

Explore tracked stores
Tracked store data is unavailable.

Notes from the operator

Practical notes on ecommerce growth signals, product data, tracking, paid media, CRM, SEO, automation and what public data can and cannot tell you.

First notes are being prepared. Suggested topics include product URL counts, homepage changes and public data limits.

Practical tools for ecommerce operators

How to read SkuFuel signals

SkuFuel is based on observable public ecommerce signals. A changed homepage does not prove higher sales. For that reason, SkuFuel uses method notes, timestamps, confidence labels and limitation notes.

Read the methodology

Get SkuFuel Signals

A practical email on ecommerce website changes, category benchmarks, technology adoption and growth systems.