How Nexology works

Nexology connects to your Shopify store and uses fashion-trained AI to power visual recommendations and semantic search. No configuration, no training data, no waiting. Here is what happens.

1. Install and connect

Install Nexology from a direct Shopify link. The app connects to your store via Shopify's standard OAuth process and begins reading your product catalogue automatically -- titles, descriptions, images, tags, variants, inventory, and collections.

Initial processing takes anywhere from a few minutes for smaller catalogues to a few hours for stores with tens of thousands of products. The Nexology admin shows progress in real time, and recommendations start appearing as soon as your products are processed. You do not need to wait for the full catalogue to complete.

Product changes sync in real time via Shopify webhooks. When you add, update, or remove a product, Nexology picks up the change within minutes.

2. AI analyses your products

Two specialist AI models process your catalogue:

Visual AI analyses every product image. It understands colours, patterns, silhouettes, textures, and aesthetic feel. A pink floral midi dress, a rose-toned silk top, a flora pendant, and a blush clutch are recognised as sharing a visual vibe -- even though they sit in completely different categories.

Text AI processes your product titles, descriptions, and tags to power semantic search. A shopper searching for "flowy summer dress" finds the right products even if your catalogue uses "lightweight A-line sundress." This works across 100+ languages from a single product catalogue -- a French shopper finds your English-language products without translation apps or duplicate data, because the AI understands concepts across languages, not just keywords in one.

Both models run automatically when your catalogue is ingested. There are no rules to configure, no training data to provide, and no data science skills required.

3. Similar Vibe appears on product pages

The "Similar Vibe" widget appears on your product detail pages as a standard Shopify Theme App Extension. Shoppers see products that share the aesthetic feel of whatever they are browsing -- across your entire catalogue, not just within the same category.

This works as soon as your products are processed -- no cold-start period and no need for purchase history. The recommendations are driven by what products look like, not by what other shoppers have bought.

4. Shoppers search with natural language

Nexology replaces or supplements your store's search with AI-powered semantic search. Shoppers can search the way they think -- "wedding guest outfit," "casual linen co-ord," "red leather bag" -- and find relevant results even when those exact words do not appear in your product data.

Search is included on every plan. It is not a premium add-on.

5. You see what is happening

The Nexology admin dashboard shows you what shoppers are searching for, which searches return no results, and which recommendations are getting clicks. This gives you direct visibility into how your catalogue is performing as a discovery experience.

You also have product visibility controls -- choose which products appear in search and recommendations, and which are hidden.

Built to improve with real data

Visual recommendations work as soon as your catalogue is processed -- no purchase history needed. Search relevance improves as we learn how your specific shoppers search. We actively review your store's analytics and tune the system. As a founding partner, this tuning is hands-on and fast -- not a support ticket in a queue.