GBNOX LLC · Software company

The intelligence
layer for modern
commerce.

We build AI-era software that helps online sellers and agencies see, understand and grow across every marketplace. API-first, explainable by design, multi-tenant from the first line of code.

  • Two products live
  • Built on official APIs
  • No customer data used for model training
An illustration of a visibility index broken down by discovery channel, with a trend line and a plain-language reason attached to the weakest channel.
Products shipping
2

Built before they were announced.

Marketplaces connected
2

Amazon and Walmart, on their official APIs.

Pages scraped
0

Not a preference — a requirement in the spec.

Customer data used for training
0

Never sold, never fed to a general-purpose model.

What we do

See it, understand it, act on it.

Three things every commerce team needs, and most tools only pretend to give you.

See

Where your products actually surface — in search, in comparisons, and in the answers AI assistants give shoppers on their behalf.

Understand

Why that is happening. Every signal we surface comes with the reasoning behind it, so a decision can be argued about rather than obeyed.

Act

What to change first. Prioritised, scoped to what you control, and safe to run across a whole client roster at once.

In practice

A script tag, an event, a score you can read.

Three of the interfaces our products actually expose. Nothing here is a mock-up of a screen we have not built.

$npx gbnox hello
   ◇  GBNOX LLC — Tampa, Florida     The intelligence layer for modern commerce.      2 products shipping · built API-first     0 pages scraped · 0 customer data used for training      Welcome. Have a look around. 
Say hello. The rest of this page is what the greeting is standing in front of.

Products

Two products, one intelligence layer.

Both are live today. Each is bought on its own — neither is sold as part of a suite.

How we build

A few things we don't compromise on.

These are constraints, not slogans. Each one costs us something, which is how you know we mean it.

01

API-first, always

We build on official marketplace APIs, never on scraping.

02

Explainable by design

Every score traces back to a reason a human can read.

03

Built for teams

Multi-tenant from the first line of code.

04

Quiet until it works

We ship something real rather than announce something early.