MerchentiaComplete-the-look vs. “you may also like”: what lifts AOV
Every Shopify product page can show more than one product. The question is which pattern does it: a styled “complete the look” built from what’s actually in the photo, or a generic “you may also like” built from what other shoppers bought. They are not interchangeable, and running only one is a quiet tax on average order value.
Two different jobs, not two competing widgets
“You may also like” is algorithmic — built from co-purchase and browsing data. It is good at breadth: it can surface a product a shopper never searched for, and it works from day one with no image analysis needed. What it can’t do is know whether the jacket it just recommended actually goes with the dress on screen. It is context-blind by design.
Complete the look is the opposite trade-off. It is built from what is actually in the product photo, so it mirrors what a stylist or visual merchandiser would put together by hand. It answers one specific question — “what else do I need to finish this outfit?” — that a purchase-history algorithm has no way to ask.
Why context beats co-purchase data for styled categories
A shopper looking at a product page for apparel, footwear, or accessories has usually already been sold on the outfit — it is right there in the hero image. Asking “want the rest of this look?” is a much smaller ask than a generic upsell rail, because the visual proof is already on screen. That is why complete-the-look tends to out-convert generic recommendations specifically on styled, image-led categories, while “you may also like” earns its keep everywhere else — accessories browsing, repeat-purchase categories, or any product with no obvious “outfit” around it.
When each one wins
- Complete-the-look wins on apparel, footwear and accessories product pages, where the photo already shows a full outfit and the goal is finishing it.
- Complete-the-look wins when you want add-to-cart to happen without leaving the product page — size and colour chosen inline, inside the widget.
- “You may also like” wins on single-item or accessory-only categories with no styled photo to draw from.
- “You may also like” wins for breadth and discovery — surfacing something a shopper would not have searched for at all.
How to run both without cluttering the page
The two widgets work best stacked, not merged. Keep the styled look tight — three to six items, not the whole collection — and place it near the buy box, where purchase intent is already highest. Push the broader recommendations widget further down the page, where it can do its job without competing for the same attention. Let sold-out items in the styled look swap automatically, so a look never quietly dead-ends on a product nobody can buy.
Do it with Shop The Look
Merch - Shop The Look ships both patterns in one app, so this isn’t a choice between two installs. AI detects the outfit in your existing product photos and matches each item to your own catalogue — the exact product where you sell it, a close alternative where you don’t — with add to cart inside the widget. A “you may also like” related-products widget is included on every plan alongside it, for the categories a styled look doesn’t fit. Sold-out items are swapped automatically, and you can review, edit, reorder or swap any look before it goes live. It installs as a no-code theme app block, live on the Shopify App Store, with plans from a free tier up to Enterprise.
Install on the Shopify App Store →
Frequently asked questions
Do I have to choose between complete-the-look and “you may also like”?
No. They solve different problems, so the strongest product pages run both. Shop The Look includes a you-may-also-like related-products widget on every plan alongside the AI complete-the-look widget, in one install.
Does complete-the-look require new photography?
No. It works from the product photos you already have. AI detects the items a model is wearing and matches them to your catalogue, so there’s nothing new to shoot.
Which widget should show first on the product page?
For styled categories like apparel, put the complete-the-look widget nearest the buy box, where purchase intent is already highest. Use the broader “you may also like” widget lower on the page for discovery.
Will running two recommendation widgets slow my storefront?
No. The AI analysis for complete-the-look runs ahead of time in the background, so the storefront only loads pre-computed recommendations rather than generating them on request.
Is there a free plan?
Yes. A free tier is available, with paid plans priced by how many AI-generated looks are created each month, up to Enterprise.