All services Shopify AI product discovery / Octarine Studio
For customers who know roughly what they need

Help customers find the right thing.

I design and build practical product discovery journeys for Shopify stores: guided finders, better search, useful comparisons, and the small pieces of help that remove hesitation.

Talk about your project
A good fit

For product brands with a broad catalogue, considered purchases, or customers who need help finding the right product before they are ready to buy.

The outcome

Useful by design.
Ready for what is next.

A clearer route through a complicated catalogue

Product guidance based on real customer questions

A useful experience that supports the store instead of getting in the way

What we can help with Capabilities

Product finder and guided discovery journeys

Natural-language search and filtering

Product comparison and recommendation flows

Shopify data and catalogue integration

Customer-facing and internal merchandising tools

Testing, measurement, and ongoing improvement

How we work

Clear thinking,
careful making.

We start with the questions customers ask and the decisions they need to make. Then we shape the smallest useful journey, connect it to the right product data, and test whether it genuinely helps people move forward. If a clearer collection page or better filters will solve the problem, I will say so.

The platform

Built around Shopify.

Shopify Visit Shopify.com
Shopify AI product discovery development

Have a product journey to improve?
Let’s talk.

hello@octarinestudio.uk