AI VISIBILITY OPERATING SYSTEM

Be visible where buyers now ask.

AVOS makes premium DTC brands appear, parse, and convert across ChatGPT, Perplexity, Google AI Overviews, Claude, and the emerging agentic shopping layer — on top of the Shopify Plus and Magento stacks we already build.

WHAT AVOS COVERS

Four capabilities. One operating system.

Shipped as engineering, not slide-ware. Each capability lives on top of your existing Shopify Plus or Magento stack.

01

Answer engine optimization

Your brand appearing in ChatGPT, Perplexity, Google AI Overviews, and Claude search. Content, entity, and citation strategy engineered for LLM ingestion.

02

Agent commerce readiness

Your products parseable and shoppable by AI shopping agents. Structured feeds, agent-friendly checkout signals, schema, knowledge graph.

03

LLM brand monitoring

Track brand mentions, sentiment, and share-of-voice across AI answers. Competitive intelligence on the AI surface, not the SERP.

04

Entity & structured data engineering

Schema, JSON-LD, knowledge graph, and product feed engineering treated as a first-class engineering problem — not a tag-manager job.

HOW WE DELIVER

Audit, Report, Implement, Operate.

Fixed-scope start. Predictable timeline. Shareable artifact at every step.

01

Audit

2 weeks · fixed scope

AI surface scan. Structured-data and entity readiness assessment. Competitor benchmark on the AI surface.

Output
Scorecard + gap list
02

Report

1 week

Prioritized findings, quick wins vs. structural fixes, roadmap with effort and impact.

Output
Shareable report deck + technical appendix
03

Implement

4–12 weeks · scoped

Schema, JSON-LD, knowledge graph, content + entity strategy, product feeds, agent builds, storefront work on Shopify Plus / Magento.

Output
Shipped, instrumented
04

Operate

ongoing retainer

Continuous AI-surface monitoring. Iteration loops. New AI surfaces as they emerge. Agent maintenance.

Output
Monthly visibility report + ongoing optimization
THE STACK

Where AVOS sits.

NEW · LUMA-E OWNS

AVOS — AI Visibility Operating System

Answer engine optimization · Agent commerce readiness · LLM brand monitoring · Entity & structured data engineering

CORE DELIVERY · WE BUILD

Shopify Plus + Magento 2

Storefront, checkout, B2B2C, custom modules, platform migrations — the commerce engine.

YOUR FOUNDATION

Brand, products, content

What you sell. Who you sell it to. How you tell the story.

AVOS sits on top of the stacks we already build — it doesn't replace them.

WHY AVOS

A new layer, not another deck.

01

Own the AI surface

If your brand isn't visible in ChatGPT, Perplexity, and agent shopping, you're losing a channel that didn't exist 18 months ago.

02

A new layer, not a deck

AVOS ships as engineering — schema, feeds, content, agents — not slide-ware.

03

Built on your stack

We don't replace Shopify Plus or Magento. AVOS sits on top.

04

Engineers who ship

A decade in premium DTC commerce, 200+ projects.

WHO WE WORK WITH

Three audiences. One operating system.

Brands

Premium DTC on Shopify Plus or Magento. Luxury fashion, jewellery, beauty, F&B, home/lifestyle.

Agencies

Boutique-to-mid ecommerce agencies in the UK, AU, US, and Asia needing AVOS capability without building the team. White-label or named partner.

Founders

Vietnamese DTC founders scaling into US / UK / AU markets.

DON'T KNOW WHO OWNS AI VISIBILITY FOR YOUR BRAND?

Start with a 2-week audit.

Fixed scope. Shareable report.