DUER
Six fits. Six washes each.
One shopper trying to build a look.
How DUER used visual co-ordinate logic to help shoppers navigate a deep performance denim range - and added $53.53 to every influenced order in the process.
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- The situation
Six fits. Six washes each. One shopper trying to build a look.
DUER invented a category - Performance Jeanswear. Denim with the stretch, breathability and function of activewear, finished to look like premium jeans. With 6,580 reviews on a single product and a $129 price point, the product earns its conviction. The challenge is not the product. It is the range.
446 SKUs across six fit profiles - Slim, Slim Straight, Straight, Relaxed Taper, Relaxed Straight, Tapered - each available in up to six or seven washes. Heritage Rinse. Dirty Fade. Charcoal. Black. Indigo. The differences between them are subtle and significant. A shopper who picks the wrong wash has to return the product and start again.
The shop-the-look opportunity is significant. DUER sells tops, shirts, sweatshirts and accessories alongside the jeans. A shopper who arrived for the Performance Denim Slim in Heritage Rinse is also a natural buyer of the No Sweat Shirt or PurePima Tee - if shown the right pairing at the right moment. Generic recommendations miss this entirely: they surface the wrong wash, the wrong fit, or an unrelated product.
"We knew customers were landing on jeans and leaving without the rest of the outfit. RecoMelon gave us the tool to change that - and the data to prove it was working."
[Quote pending approval - DUER ecommerce team]
- The category dynamics
Performance denim is a considered purchase. Fit, wash and outfit coherence are all dealbreakers.
At $129 a pair, a denim purchase is not an impulse decision. DUER's customer is making a considered choice between fit profiles and wash tones that require visual comparison. The Dealbreaker™ data makes this explicit: the dominant decision drivers were Tapered, Straight-Leg, High-rise and Relaxed - fit attributes - alongside Lightweight and ZipStretch fabric signals.
This is a shopper who knows what they want but needs the PDP to help them confirm it. The 6 fit profiles have meaningful silhouette differences - Slim versus Relaxed Taper is not subtle. But the 6-7 wash variations within each fit are subtler: Heritage Rinse versus Dirty Fade requires seeing them side by side to understand the tonal difference.
The outfit opportunity compounds this further. DUER's tops range - No Sweat Shirts, PurePima Tees, performance polos - is designed to coordinate with the jeans. A shopper who arrived for jeans is already primed for the shirt or tee that completes the look. Shop the Look is not an upsell at DUER. It is the natural completion of the outfit the shopper already has in mind.
- The intervention
Visual mapping across fits, washes and categories. Outfit logic, automatically.
RecoMelon mapped every product visually - across all 446 SKUs and their wash variants. Not by tag or rule. By what the product actually looks like: colour tonality, fabric texture, silhouette line, wash depth.
The result: a shopper on the Performance Denim Slim in Heritage Rinse sees the wash-adjacent alternatives (Dirty Fade, Legacy Rinse) alongside the tops that coordinate with that specific tone - the No Sweat Moleskin Shirt in Peat, the PurePima Tee in Stone Blue. Outfit coherence at the wash level, automatically.
Dealbreaker™ filters gave shoppers the elimination tool to navigate the fit dimension. A single interaction - Tapered, Straight-Leg, High-rise - surfaces only the fits and washes that match their silhouette intent. This reduced friction at both the fit selection and outfit-building stages simultaneously.
- The outcome
$53.53 more per influenced order. The outfit logic was always there - it just needed surfacing.
Measured over the last 30 days. Shoppers who were shown visually coherent outfit pairings and wash alternatives acted on them at meaningfully higher basket values.
Executive interpretation
A +22.6% AOV uplift at DUER's price point - $237 base to $291 influenced - is not driven by adding a low-value impulse item. It represents a shirt or tee added to a jeans purchase: a complete outfit transaction rather than a single-product one. The rec module didn't create that intent. It surfaced it coherently enough for the shopper to act on it.
- Shopper intelligence
What Dealbreaker™ data reveals about the performance denim shopper.
85 Dealbreaker™ filter interactions over 30 days. The dominant decision driver was pattern - specifically Solid (14 clicks). This is a shopper with a clear aesthetic: clean, unfussy denim with performance credentials.
Fit attributes dominated the silhouette filters: Tapered, Straight-Leg, High-rise, Relaxed, Wide-Leg. Shoppers are using the Dealbreaker filters to navigate the fit architecture rather than eliminating on style.
Colour filters confirmed the neutral palette story: the top five colours were all grey and navy tones. A shopper who filters for grey-toned washes is building a specific outfit palette - the tops they want to pair with those jeans will follow the same tonal logic.
- LiveGrid™ - powered by Sauce Social Commerce
Real people wearing DUER in real life. Made shoppable at the moment of inspiration.
DUER's product story is a performance story. 360 stretch. Gusset construction. Antimicrobial treatment. These are functional claims that read well on a spec sheet but convert at their highest when a shopper sees them demonstrated - on a real body, in real movement, in a real situation.
LiveGrid™ brings UGC and creator content directly into the product discovery layer - combining real-world video and images with RecoMelon's wash-coherent outfit recommendations in a single shoppable gallery. A shopper who sees the Performance Denim Slim in Heritage Rinse worn hiking, at a coffee shop, or in an office context - and can instantly shop the exact outfit from that frame - converts at a meaningfully higher rate than one reading product copy.
For a brand built on the positioning that performance jeans can go anywhere, LiveGrid™ is the proof layer. It doesn't tell the shopper the jeans are versatile. It shows them the outfit - in context - and makes it purchasable in the same moment.
"The performance claim converts when you show it, not when you state it. LiveGrid™ closes the gap between inspiration and purchase."
- Strategic takeaway
The outfit was always there. The jeans were just the entry point.
A +39% increase in rec clicks across a 446-SKU performance denim range is not a volume story. It is a relevance story. Shoppers who had previously ignored or dismissed the recommendation module started engaging with it because what they were shown - tonally matched washes, coherent outfit pairings - was relevant to the decision they were already making.
The compounding logic at DUER runs from fit confidence through to repeat purchase:
The question for any performance apparel brand with depth across fits and colourways is not whether their recommendation module could be more relevant. It is: how many outfit completions are you missing because your module shows the right product in the wrong wash?
- Implementation
446 SKUs. Six fit profiles. No tagging. Live in a day.
The wash-coherent outfit logic, the Dealbreaker™ fit filters, the tonal cross-category matching between jeans and tops - none of it required manual curation from the DUER team. RecoMelon's visual mapping understood the product relationships from the images alone.
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