Product Discovery for Shopify

Search that understands what shoppers mean. Conversational and contextual search interprets style, colour, attributes and intent. Dynamic merchandising balances commercial and catalogue priorities, while inline Shop Similar and integrated LiveGrid™ UGC keep shoppers discovering without returning to a static results grid.

Shop Similar, directly from the product image. When a product is "almost right", Reveal™ offers visually aligned alternatives from within the primary product image, above the fold. Shoppers stay on the PDP and keep their intent while finding an alternative without the attribute stopping the purchase.

In large catalogues, the lost sale is often one missing non-negotiable. Dealbreaker™ Filters let shoppers refine recommendations by sleeve, neckline, fit, colour, and other product-specific attributes directly on the PDP, while merchandising teams learn which objections matter by category.

On high-traffic PDPs, static grids leave too much context behind. LiveGrid™ blends UGC, video, and product recommendations into shoppable proof, so shoppers see products in use while teams scale richer discovery across brands, campaigns, and categories.

GlideGrid™ gives mobile shoppers a faster path through large catalogues with swipeable, responsive recommendation layouts. It keeps product discovery compact, visual, and high-intent on the screen where most browsing starts.

Turn one product into a complete look. Complementary recommendations create multiple looks around a chosen product, with configurable discounts and multi-buy offers to increase AOV. Bundle Rescue swaps unavailable or unsuitable items for visually similar alternatives without breaking the set. Integrated LiveGrid™ content helps shoppers visualise the combination.

Abandoned Cart Email Rescue. Sending shoppers back to rejected products repeats the problem. SecondLook™ restores the abandoned basket and offers visually matched alternatives for each item - helping shoppers find a better fit while preserving basket intent and cross-sell opportunities.

Turn missing products into continued discovery. A missing product should not end a shopping journey. RescueGrid™ turns 404 and unavailable-product pages into discovery experiences - using the shopper's original product intent to surface visually similar, available alternatives and keep high-intent traffic moving.

VisualDNA™ gives merchandisers and shoppers a clear reason behind every match: cut, silhouette, colour, print, and product structure. It replaces black-box recommendations with transparent visual logic that holds up across high-SKU PDPs, new drops, and multi-category assortments.

Colour preference is a high-intent signal. ChromaSense™ matches exact shades and compatible tones across large catalogues, helping shoppers stay within the visual palette they already want while giving merchandising teams cleaner colour-led discovery.

Large catalogues move faster than manual tagging can support. IntentWeave™ reads product imagery and generates usable attributes such as silhouette, neckline, sleeve, texture, and colour family, so new products can enter recommendation logic without manual enrichment or engineering work.

LookLogic™ Behaviour turns subtle traffic signals, including image scrolls, dwell time, product views, and repeated visual patterns, into sharper recommendations while shoppers are still deciding. It helps large storefronts react to intent in-session instead of waiting for historical purchase data.

Teams need to know which discovery moments actually move revenue. InsightCore™ connects visual browsing behaviour, recommendation engagement, and influenced orders, helping merchandisers see what works by product, category, and shopper intent.

ColdStart™ is built for catalogue velocity. New drops, seasonal edits, and low-history SKUs enter the recommendation graph as soon as product imagery is available, so teams do not have to wait for sales data before products can perform.

One brand system across every RecoMelon experience. Brand Kit™ centralises typography, colours, buttons, spacing and interface styling across Shop Similar, Reveal™, The Index™, RescueGrid™, Bundles™, LiveGrid™ and future experiences - keeping customer touchpoints consistent without styling each surface individually.

LayoutLab gives teams a library of recommendation layouts for PDPs, collections, campaigns, and landing pages. Launch new discovery experiences without waiting on a theme rebuild or one-off front-end work.

ThemeFlex™ Propulsion lets larger Shopify teams launch recommendations without a template rebuild. It adapts RecoMelon to Shopify 2.0 blocks, sections, and custom themes, giving brand, ecommerce, and engineering teams the control to test safely across complex storefronts.

Preview-as-you-Go™ gives merchandising, brand, and ecommerce teams a controlled way to review recommendation quality before launch. Inspect visual matches, check category fit, and validate PDP flow before recommendations reach shoppers.

Lets you localise your entire recommendation experience — adapting filters, language, currency, and product visibility to match each shopper’s region, seamlessly and automatically.

Weaves language support directly into your store's recommendations — localising Dealbreaker™ filters, context, and product relevance across every market without manual setup. One engine, many voices, fully native.