01 · Recognition

Product twins for the brands nobody ever sent a quote.

Paste one URL. Shoploop finds the rest of your catalogue on that domain, turns every SKU into a real USD twin, and hands back two links — a configurator that replaces your product pages, and a studio that runs your funnel.

Live twin · one geometry, three declared axes, cycling on your GPU

Amber glass tincture bottle with a kraft label, lit as a studio product render

Same twin, frozen · the packshot your PDP actually ships

02 · Frame shift

Product twins already work. They are just priced for conglomerates.

These are the enterprise category's own published results. We are not disputing them — we are pointing at who is allowed to buy them.

5M+

Content variations Moët Hennessy reported building in one year on a 3D + generative content engine, from a 50-twin library across 16 maisons.

Moët Hennessy at VivaTech

40%

Production cost saving Moët Hennessy reported from that engine, alongside 30% more locally relevant activations.

Moët Hennessy at VivaTech

266

Products Opella digitised across 6 brands and 15 markets in under a year, at a reported 30% cost saving.

Grip customer story

200+

Major brands the vendor's NVIDIA case study says it supports. Every named reference is a multinational.

NVIDIA case study
A grid of unbranded consumer-goods packshots — bottles, jars, tubes, tins and cartons — arranged like an e-commerce product listing

The digital shelf every brand competes on · the render budget behind it is not evenly distributed

0

Public repositories under the incumbent's name. The stack is open; the product on top of it is not.

OpenUSD · 6.9k★

0

Self-serve or SMB tier anywhere in the category. Pricing is a lead form; every published customer is a Fortune-500 division.

Vendor pricing page

~8.4k

Estimated monthly visits to the category leader's site, June 2026. This is a small, sales-gated market — not a crowded one.

Similarweb estimate

100×

Spread between the highest and lowest third-party estimate of the 3D e-commerce market. Nobody has actually measured the long tail.

Market-report spread
Read the whole file →

03 · The law

The product varies only along declared axes. The world is generated.

Colorway, finish, cap, decoration, label panel — each is a typed slot on the USD stage, bound to a validated artwork source. Variation is unlimited in count and bounded in kind. Typography is an artwork slot, never a font picker: free text on packaging is a compliance hazard, not a feature.

  • Enumerable — every axis is listed before render time.
  • Reproducible — twin version + axis vector = the same pixels.
  • Auditable — every frame resolves to a product version and a brand-rule version.
Read Law 1 in the source →
A three-by-three grid of identical glass jars, each with a different label colourway

One geometry · nine points on the colorway axis · zero new photography

04 · The method

One page in. One loop out.

Paste a single URL. Shoploop finds the rest of the catalogue on that domain, turns each product into a Pimcore object and a USD twin, mutates creative along the declared axes, publishes to your page and every ad surface, then reads the result back and compounds nightly.

No single piece is defensible. The composition is.

01

Paste

One URL — your catalogue, no install, no OAuth wizard

02

Mutate

Angle × material × colorway × copy, along declared axes

03

Render

Blender + Omniverse on g5.xlarge spot capacity

04

Publish

Back to your PDP and every ad network, audited nightly

A wireframe bottle rendered in thin yellow lines on a near-black grid, beside translucent material spheres

The stage under every frame · OpenUSD scene graph, MaterialX surfaces, deterministic output

Read the loop spec →

05 · The proof

A gold and white ball-and-stick molecular model floating above fine turmeric powder on a dark background

Curcumin, PDB 3IPU · rendered from structure, not imagined from a prompt

A prompt cannot keep a promise. A twin can.

The literature is consistent: pure generative pipelines still fail on product identity, brand-guideline adherence and label text. Deterministic geometry fixes that — and it is the reason every serious buyer in this category pays for twins rather than prompts.

Every herb has a molecule. We render the molecule from its structure file.

See the evidence base →

06 · The price

Same substrate. No lead form.

The incumbents build on OpenUSD and MaterialX — both free, both open. What is closed is the factory on top. Shoploop opens that layer under AGPL-3.0, so a fifteen-SKU Ayurveda brand runs the same pipeline as a maison.

When the managed tier opens, checkout runs on the W3C Payment Request API with an AP2 mandate for agent-initiated purchases. No card form, and the mandate hash prints on the receipt.

OSS

$0forever

Self-host AGPL-3.0. Every loop, every renderer, your own infrastructure. No seat count, no SKU cap.

Managed

TBDafter benchmarks

Hosted twin, GPU streaming, operator link, publishing. 30-day trial, no card. Priced from measured unit economics — published when we have them, not asserted before.

07 · The surfaces

Two links out. One shared twin.

shoploop.studio

This page. Marketing surface and twin minting.

shoploop.studio/{slug}

Configurator link. Brand-neutral Ayurveda reference tenant, molecular atlas.

shoploop.studio/op/{slug}

Operator link. Shot builder, publishing, analyst — one domain, one app.

08 · Declaration

Mint your first twin today.

Five design-partner slots for Ayurvedic and nutraceutical brands. Or skip us entirely and fork the kernel — it is AGPL-3.0 and it always will be.

Or read every line first →