Burbuxa
LAYER 2 — ROLE-ALIGNED OPERATORS

Trading Agent

The first role-aligned operator we shipped. It runs the work an ecommerce trading lead owns — the trading calendar, promotions, and product-page conversion. Its first live surface is AI Cross-Sell: product recommendations that show right on your product pages with add-to-cart buttons — running fully autonomously, or waiting for your approval if you'd rather curate.

You choose how hands-on to be. AI Cross-Sell builds recommendations from your store's own purchase patterns — market-basket statistics plus an AI ranking layer — and can publish to your product pages fully autonomously, or wait for your approval, with per-pairing overrides and an on/off toggle.

Owns

  • Revenue per session
  • Product-page conversion rate
  • Average order value
  • Storefront add-to-cart on recommendations

What it does

AI Cross-Sell — shipping now

The Trading Agent's first live surface. A product-detail-page widget with add-to-cart buttons that recommends items your customers buy together, explains why each fits, and runs fully autonomously or after your approval. Available on Shopify, TiendaNube, and VTEX.

Trading calendar

The role owns the calendar of campaigns, launches, and sales events — the rhythm of when merchandising moves happen on your storefront.

Promotion launches

Coordinates promotions with the rest of the system: the offer, the segment, the storefront surface, and the timing.

Conversion-rate ops

Owns product-page execution and the storefront funnel — the surfaces where browsing turns into add-to-cart.

Shipping now

The Trading Agent ships one surface today. The rest of its scope is on the roadmap, not the rate card — it advances only when we can show it moves a merchant outcome.

WHERE IT SITS

Layer 1 — Customer-facing

Sales & Support

Layer 2 — Role-aligned operators

TradingOperationsMerchandisingGrowthBrand & Creative

Layer 3 — Meta / orchestration

StrategistPlatform Agent
Is the Trading Agent live, or is it a pilot?

It's shipping. Its first surface — AI Cross-Sell on the storefront — is live today on Shopify, TiendaNube, and VTEX. The wider trading-calendar and promotion scope is on the roadmap; we ship each piece only after it earns it.

How is this different from the Operations Agent?

Operations is the Layer-2 role we're piloting next — inventory, replenishment, stockouts. Trading is the Layer-2 role that already shipped, starting with storefront recommendations. They're different roles on the same layer.

Does AI Cross-Sell run on its own?

Yes, it can. AI Cross-Sell can run fully autonomously — recommendations publish to your product pages on their own. If you'd rather curate, review and approve the set or override individual pairings first. The widget also has its own on/off control, independent of reviews and messaging.

What does it report?

Impressions and add-to-cart events from the storefront widget. Burbuxa reports what shoppers did; it does not promise a revenue or conversion lift.

The Trading Agent is the first role-aligned operator to ship — the storefront merchandising role, live today as AI Cross-Sell. Run it fully autonomously or approve each recommendation, and it advances one surface at a time.