SOTAStack/What we build/Custom AI products
Custom AI products

A new possibility.
A product people use.

Build a new AI-powered customer experience around a real user need, your business model and the systems that make it work.

03 / SHOPPING AGENT

Give it a brief. Get a decision.

How we work ↗
SHOPPING AGENT / ILLUSTRATIVE EXAMPLE

“Find noise-cancelling headphones.
Great for calls. Comfortable all day.”

Under A$350Delivered by FridayAsk me before buying

One brief. Offers from different merchants. An explained recommendation.

  1. 01Understand the brief
  2. 02Compare merchants
  3. 03Explain the trade-off
  4. 04Prepare for approval
SEARCHING TWO SAMPLE MERCHANT CATALOGUES
NA · North AudioSH · Sound House
North Audio
Drift

ANC · everyday calls

A$299
Checking stock and delivery…
Sample catalogue price
Matching your requirements
Sound House
Form

ANC · clear calls + comfort

A$329
Checking stock and delivery…
Sample catalogue price
Matching your requirements
North Audio
Arc

ANC · premium finish

A$399
Checking stock and delivery…
Sample catalogue price
Matching your requirements
S
YOUR SHOPPING AGENT

I’ll compare delivered prices, arrival dates and suitability for calls—not just the lowest price.

You set the goal and the limits. The agent does the comparison.

Fictional products, merchants and offers. Scripted local demonstration; no live merchant connection, order or payment.

WHEN YOU WANT THE DETAIL

A clear scope.
A useful first build.

See how we work ↗
Who is this for?

Businesses creating a differentiated digital service, specialist assistant or agent-enabled commerce experience.

A compelling model demo is not a product. The real work includes the experience, integrations, permission boundaries and day-two operation.

What could the first build include?

One user journey with explicit acceptance criteria

A usable interface and agreed data or partner integrations

Failure handling, evaluation and an operational handover

How do we know it helps?

Task completion on representative user journeys

Accuracy, latency and cost per completed task

Observed user behaviour and willingness to adopt

Agree targets and a current-process baseline before the build.

Where are the boundaries?

For shopping agents, merchant access and commerce actions must be agreed. A2A can connect agents; it does not create merchant compatibility or payment authority by itself.

This animation is an illustrative journey, not a live integration or customer-results claim.

START A CONVERSATION

Let’s find the useful next step.

Discuss your project