Store Layout Optimization

AI is no longer just decorating rooms. It’s redesigning how we live. AI can now rethink rooms, floors, and entire layouts—turning bold ideas into build-ready designs. Would you do floor like that? The data behind the shift: • 30–50% faster design cycles using generative layout tools • 100+ layout permutations generated from a single brief • Up to 20–30% improvement in space utilization • 10–25% energy savings when airflow, lighting, and thermal paths are simulated early • 40% fewer late-stage design changes thanks to digital testing What’s fundamentally different? AI treats floor plans like software systems: Pedestrian movement is simulated before construction Natural light and ventilation are optimized virtually Furniture, walls, and utilities are stress-tested digitally Cost, carbon footprint, and materials are optimized in parallel This enables: Smaller homes that feel larger Offices designed around productivity and wellbeing Buildings that adapt over time instead of aging poorly The biggest myth? AI replaces architects and designers. Reality: AI handles complexity and permutations. Humans focus on vision, culture, emotion, and identity. The future of architecture isn’t just smart. It’s generative, data-driven, and human-centric. #AI #Architecture #Design via @Visual Spaces Lab #PropTech #GenerativeAI #FutureOfLiving #SmartBuildings #Innovation

🍱 How To Design Effective Dashboard UX (+ Figma Kits). With practical techniques to drive accurate decisions with the right data. 🤔 Business decisions need reliable insights to support them. ✅ Good dashboards deliver relevant and unbiased insights. ✅ They require clean, well-organized, well-formatted data. ✅ Often packed in a tight grid, with little whitespace (if any). 🚫 Scrolling is inefficient in dashboards: makes comparing hard. ✅ Start with the audience and decisions they need to make. ✅ Study where, when and how the dashboard will be used. ✅ Study what metrics/data would support user’s decisions. ✅ Explore how to aggregate, organize and filter this data. ✅ More data → more filters/views, less data → single values. 🚫 Simpler ≠ better: match user expertise when choosing charts. ✅ Prioritize metrics: key insights → top left, rest → bottom right. ✅ Then set layout density: open, table, grouped or schematic. ✅ Add customizable presets, layouts, views + guides, videos. ✅ Next, sketch dashboards on paper, get feedback, iterate. When designing dashboards, the most damaging thing we can do is to oversimplify a complex domain, or mislead the audience. Our data must be complete and unbiased, our insights accurate and up-to-date, and our UI must match users’ varying levels of data literacy. Dashboard value is measured by useful actions it prompts. So invest most of the design time scrutinizing metrics needed to drive relevant insights. Bring data owners and developers early in the process. You will need their support to find sources, but also clean, verify, aggregate, organize and filter data. Good questions to ask: 🧭 What decisions do you want to be more informed on? (Purpose) 😤 What’s the hardest thing about these decisions? (Frustrations) 📊 Describe how you are making these decisions? (Sources) 🗃️ What data helps you make these decisions? (Metrics) 🧠 How much detail is needed for each metric? (Data literacy) 🚀 How often will you be using this dashboard? (Value) 🎲 What constraints should we know about? (Risks) And, most importantly, test dashboards repeatedly with actual users. Choose key tasks and see how successful users are. It won’t be right at first, but once you get beyond 80% success rate, your users might never leave your dashboard again. ✤ Dashboard Patterns + Figma Kits: Data Dashboards UX: https://lnkd.in/eticxU-N 👍 dYdX: https://lnkd.in/eUBScaHp 👍 Ethr: https://lnkd.in/eSTzcN7V Orange: https://lnkd.in/ewBJZcgC 👍 Semrush: https://lnkd.in/dUgWtwnu 👍 UKO: https://lnkd.in/eNFv2p_a 👍 Wireframing Kit: https://lnkd.in/esqRdDyi 👍 [continues in comments ↓]

The Hidden Power of Store Layouts: Maximizing Retail Success In retail, the store layout is the silent force shaping customer behavior, influencing purchases, and ultimately driving sales. It's not just about arranging shelves, it's about creating an environment that connects with customers and aligns with business goals. In my 16+ years in retail, I have witnessed how strategic layouts can: Guide Customer Flow Effortlessly: The path customers take inside your store matters. For example, most shoppers instinctively turn right upon entering. Placing key products or promotions in this area ensures maximum visibility. Clear signage and uncluttered aisles further enhance navigation, leading customers through the store naturally. By repositioning products to high traffic zones and pairing them with complementary items, one of my stores saw a 20% sales increase in just a month. Highlight High Margin Products: Eye level displays are prime real estate in any store. By placing high margin or seasonal products at this level, you can subtly encourage purchases. End caps are also highly effective for promoting premium or high-demand items. I repositioned high margin items, such as premium clothing and accessories, at eye level. We also utilized end caps to display bestsellers and seasonal promotions. Sales of these products increased by 18% in just two weeks, proving that visibility drives revenue. Increase Impulse Purchases: Ever noticed how checkout counters are stocked with small, tempting items? This is no accident. By placing low cost, high demand products near the point of sale, you can capitalize on last minute buying decisions. Similarly, creating “hot zones” around high traffic areas boosts impulse sales. Impulse purchase revenue grew by 25% in one month, contributing to overall sales growth. Real Life Example: At one of the stores I managed, we faced declining sales in a specific category. By simply repositioning these products to a high traffic zone and pairing them with complementary items, sales increased by 20% within a month. Small changes, big impact! Key Takeaways for Effective Layouts: Use the “Golden Triangle” Strategy: Position essential items, promotional displays, and high margin products within the most frequently traveled paths. Zone Your Store: Create sections based on product categories or customer needs, making it easier for shoppers to find what they are looking for. Refresh Regularly: Customers become blind to stagnant displays. Regularly updating your layout keeps the experience fresh and engaging. #RetailSuccess #StoreLayout #VisualMerchandising #RetailStrategy #RetailManagement #RetailGrowth #RetailInnovation #CustomerExperience

I walked into Miniso just to browse, but a tiny design detail caught my attention I reached for a perfume tester, expecting to spray it on my wrist. But there was no push-button. Just an open nozzle, forcing me to bring it close and take a sniff. Observations: 🛍️ Smart Product Placement: Perfumes were neatly arranged in visually appealing color blocks, making selection feel intuitive. 👃 Tester Trick: The tester bottles had no push-button sprays! Instead, customers had to directly sniff the nozzle—reducing impulse spraying by passersby and ensuring serious buyers engage more deeply. 👉 Behavioral Science in Action: 📌 Commitment Bias: If you take the effort to pick up and sniff, you're more likely to consider buying. 📌Scarcity Effect: No free-flowing spray means the product feels more 'exclusive.' 📌Decision Fatigue Reduction: Minimal distractions, clear choices, and a structured layout make buying easier. Retailers are getting smarter—it's not just about WHAT they sell but HOW they sell it. Have you noticed any clever behavioral tactics in stores lately? #BehavioralScience #RetailPsychology #ConsumerBehavior #MarketingStrategy #BrandExperience 

Walking into a beauty store today is closer to entering a curated world than stepping into a point of sale. The space is designed to slow you down, invite exploration and spark emotion before a single product is touched. Experiential retail in beauty is about how a brand is lived, not just how it is displayed. Every element, from the rhythm of the space to the way products are revealed, is intentional. Instead of guiding consumers directly to a shelf, the environment encourages wandering, discovery and moments of pause. >>The store becomes a place where curiosity leads the journey.<< Beauty retail thrives when it appeals to the senses in subtle, intelligent ways. The temperature of materials, the softness of a tester, the way light enhances skin tones or highlights textures. These details don’t shout; they whisper. And that quiet sophistication is what builds trust. Consumers feel comfortable taking their time, trying, learning and engaging at their own pace. In this context, the physical space acts as a translator. It transforms abstract brand values into something tangible. Minimalism becomes calm. Innovation becomes interaction. Care becomes ritual. The layout doesn’t just organize products; it shapes behavior and emotion. Technology, when used well, blends seamlessly into the experience. It supports personalization and guidance without becoming the focus. The human element remains central, with tools enhancing dialogue rather than replacing it. The most successful spaces feel intuitive, not instructional. What truly differentiates experiential retail is its ability to create lasting impressions. Products can be forgotten, but feelings are stored in memory. When a consumer associates a brand with a pleasant, inspiring or reassuring moment, that emotion travels with them beyond the store and into daily use. Beauty retail, at its best, is not about urgency or pressure. It’s about presence. About giving consumers a reason to stay, to explore, and to return. In an era where convenience is everywhere, experience is what gives physical spaces their meaning. Featured brands: Yves Saint Laurent Dewy ball Miin Clinique Guisou #RetailAsExperience #ExperientialDesign #BeautySpaces #BrandJourney

As I walked out with more items than I had planned to buy, I couldn’t help but admire how brands like MR.DIY leverage consumer psychology to create retail businesses Market visits, such as yesterday’s at MR.DIY, prove that the best marketing lessons aren’t always in classrooms—they’re all around us! Here’s what I observed at Mr.DIY store: 🔹With over 16,600 items spanning categories like toys, car accessories, and cosmetics, the store gives the illusion of abundance. This subtly encourages us to explore more, even if we only came in for one or two items. 🔹 Strategic Product Placement: Popular, frequently-purchased items are right at the front, drawing us in. Meanwhile, small, high-value products (like gadgets or accessories) are placed at eye level near the checkout counter—a last-minute temptation that many of us can’t resist. 🔹 The “ALWAYS LOW PRICES” tagline makes us feel like we’re making smart, value-driven choices, which encourages larger purchases. 🔹Spacious layouts, clear signage, and organized aisles create a stress-free shopping environment, making us stay longer (and buy more). MR.DIY’s journey—from a single store in 2005 to 5,000+ outlets and a 29.1% market share in Malaysia’s home improvement sector—proves the power of combining consumer psychology and strategy in retail. 💭 Have you ever found yourself buying more than intended at a store? What caught your attention? Let me know in the comments—I’d love to discuss! #ConsumerPsychology #RetailStrategy #MRDIY #BusinessLessons

What do the first 10 seconds in your store say about your brand? First impressions aren’t just for people. They define your brand too. In a physical store, your brand speaks before your staff does. In the first 10 seconds, a customer already knows: "Do I want to be here or do I want to leave?" The music, the lighting, the scent, the VM at the store entrance, the staff energy, the store layout, it all adds up to one silent yet powerful feeling: “This space is for me” or “This space isn’t for me!” Yet retailers often get caught up in shelf layout and product visibility. But they rarely pause to ask—what’s the emotional temperature of my store? The magic of a retail store isn’t just that it invites you in but also invites you to explore. Customer journeys need to be planned. Not just to help people find what they need, but to cross-sell, upsell, and keep them engaged. Think tops with bottoms. Accessories that complete the look. Or offers that nudge you to add one more item to your basket. This makes the journey more coherent, and the brand more relevant. Beauty stores do this well—inviting you in with colours and fragrance. A store that ensures you see the ‘complete range’ and hence buy more in my view is IKEA. They take you from one ‘room’ to another. The merchandise is the visual merchandise. You not only all the options available for a bed or a sofa, but other furniture and accessories that would liven up the space. Think of a side table. With a lamp or a vase. Maybe even a bedside clock. Or a magazine rack. Some photo frames. And voila, you have a redesigned your room, and not just bought a piece of furniture. That’s the brilliance of it. You’re not just shopping, you’re imagining. It’s retail done right. Not by shouting louder, but by designing better. Which store was that for you? One you walked into… and never really forgot? #retail #marketing #branding #linkedin

Beyond Beige: What the best retail showrooms get right, and what you should never do!!! "Ever walked into a store that looked beautiful… but felt forgettable? In luxury retail, safe design is the fastest way to disappear. So, what sets the best showrooms apart, and what mistakes are holding so many brands back?" The GCC is home to some of the world’s most visually striking stores, but design alone isn’t enough. The best luxury retail environments tell a story, evoke emotion, and invite clients to connect, not just consume. Story-driven spaces: Think of Hermès’ Dubai Mall flagship or Dior’s immersive window displays; each element draws you into a unique brand universe. Research shows that stores with experiential storytelling see higher dwell times and spend Multi-sensory design: From lighting and scent to curated soundscapes, the top showrooms orchestrate every detail. A McKinsey study found that brands using sensory branding report up to 30% higher repeat visits. Personalization at scale: Technology now allows for interactive product displays, smart fitting rooms, and even AI-driven styling, all of which make the customer feel seen and valued. Beige overload: Playing it too safe, neutral colors, generic layouts, and minimalist everything lead to forgettable experiences. A recent Dezeen review highlighted how “risk-averse design” is now retail’s biggest missed opportunity. Overdesign: On the flip side, too much opulence or clutter can overwhelm rather than invite. It’s a fine balance: bold, but never busy. Ignoring local culture: Failing to reflect local tastes and sensibilities alienates GCC clients who expect relevance as much as luxury. What’s the most memorable in-store experience you’ve ever had, and what made it stand out? Have you ever walked out of a ‘beautiful’ store because it felt cold or uninspired? If you could change one thing about your own retail space, what would it be, and why? The future of retail design in the Middle East isn’t beige, beige, and more beige. It’s bold, it’s immersive, and it’s deeply human. As competition heats up, the winners will be those who dare to break the mold, tell their story, and invite clients into the narrative, not just the store. #retaildesign #luxurystore #experientialretail #GCCretail #customerexperience #storytelling #brandstrategy

𝗟𝗶𝗻𝗲𝗮𝗿 𝘃𝘀 𝗥𝗼𝘂𝗻𝗱𝗲𝗱 𝗜𝗻-𝗚𝗿𝗼𝘂𝗻𝗱 𝗪𝗮𝗹𝗹 𝗪𝗮𝘀𝗵 Choosing between linear and round in-ground fixtures isn’t a style choice. It’s a lighting behavior decision. At a glance, both options can “wash” a wall. But when you study how the light actually behaves, the difference becomes undeniable. That’s why we ran a 𝙥𝙝𝙤𝙩𝙤𝙢𝙚𝙩𝙧𝙞𝙘 𝙖𝙣𝙖𝙡𝙮𝙨𝙞𝙨 on the same wall using three different in-ground strategies, not just to check light levels, but to understand distribution, overlap, and shadow behavior. 𝗢𝗽𝘁𝗶𝗼𝗻 𝟭: 𝗟𝗶𝗻𝗲𝗮𝗿 𝗜𝗻-𝗚𝗿𝗼𝘂𝗻𝗱 𝗪𝗮𝗹𝗹 𝗪𝗮𝘀𝗵 Linear fixtures create a continuous, uniform plane of light. • Even vertical illumination • Minimal shadow interruption • Clean, architectural expression The photometric image confirms the intent: a smooth gradient with controlled transitions and no visual noise. This approach works best when the goal is clarity, calmness, and material consistency. 𝗢𝗽𝘁𝗶𝗼𝗻 𝟮: 𝗥𝗼𝘂𝗻𝗱 𝗜𝗻-𝗚𝗿𝗼𝘂𝗻𝗱 𝗨𝗽𝗹𝗶𝗴𝗵𝘁𝘀 (𝗦𝗽𝗼𝘁 𝗘𝗳𝗳𝗲𝗰𝘁) Round fixtures behave very differently. • Concentrated light cones • Strong highlights and shadows • Clear rhythm between fixtures The photometrics reveal distinct peaks and valleys, ideal for accenting details, columns, or textured surfaces, but not for uniform walls. 𝗢𝗽𝘁𝗶𝗼𝗻 𝟯: 𝗥𝗼𝘂𝗻𝗱 𝗜𝗻-𝗚𝗿𝗼𝘂𝗻𝗱 𝗨𝗽𝗹𝗶𝗴𝗵𝘁𝘀 (𝗢𝘃𝗲𝗿𝗹𝗮𝗽𝗽𝗶𝗻𝗴 𝗠𝗮𝗻𝘁𝗹𝗲𝘀) This option introduces intentional scalloping. • Overlapping beams • Visible mantles on the facade • More expressive, dynamic composition Here, the photometric study makes the pattern obvious, what might feel subtle in a render becomes very deliberate once measured. 𝙏𝙝𝙚 𝙆𝙚𝙮 𝙏𝙖𝙠𝙚𝙖𝙬𝙖𝙮 All three solutions are valid. None are “better” on their own. The real question isn’t: Which fixture should we use? It’s: 𝘏𝘰𝘸 𝘥𝘰 𝘸𝘦 𝘸𝘢𝘯𝘵 𝘵𝘩𝘦 𝘭𝘪𝘨𝘩𝘵 𝘵𝘰 𝘣𝘦𝘩𝘢𝘷𝘦 𝘰𝘯 𝘵𝘩𝘪𝘴 𝘢𝘳𝘤𝘩𝘪𝘵𝘦𝘤𝘵𝘶𝘳𝘦? Photometric analysis allows us to design for: • Uniformity vs contrast • Calm vs drama • Continuity vs rhythm Because great facade lighting isn’t just seen. It’s 𝙞𝙣𝙩𝙚𝙣𝙩𝙞𝙤𝙣𝙖𝙡𝙡𝙮 𝙨𝙝𝙖𝙥𝙚𝙙. #codelumen #LightingDesign #ArchitecturalLighting #FacadeLighting #PhotometricAnalysis #OutdoorLighting #LightingStrategy #IngroundLighting #DesignExecution #BuiltEnvironment

#VisualMerchandising Identity: When Two Brands Blur the Lines. Superdry & Ralph Lauren The Challenge of Standing Out in a Crowded Retail Landscape. I've been studying the visual merchandising strategies of two distinct brands Superdry and Ralph Lauren and something intriguing stands out: the convergence of their VM approach is erasing their individual brand identities. ⏺️ The Identity Clash Both retailers are now employing remarkably similar lifestyle-focused visual merchandising strategies. While Ralph Lauren built its empire on this curated, aspirational lifestyle presentation, Superdry is increasingly adopting the same formula. The problem? When everyone plays the same game, no one wins. Ralph Lauren's success stems from decades of establishing a consistent, premium lifestyle narrative carefully staged displays that whisper "elegance" and "heritage." But when a contemporary streetwear brand mirrors this approach, it loses its authenticity and competitive edge. What Superdry Gets Right (and Could Optimize) Superdry's strength lies in its raw, energetic, youth-forward positioning. ⏺️ However, their current VM execution doesn't fully capitalize on this. Here's where elevation makes all the difference: ➡️ Current State: Merchandise stacked on fixture tables, creating a cluttered visual narrative that contradicts the brand's premium positioning without delivering on the raw authenticity that could set it apart. ➡️ The Solution: ➡️ Eye-Level Elevation Strategy. ➡️ Remove bulk merchandise from fixture tables. ➡️ Create clean, curated displays at customer eye level ➡️ Maximum 6-piece stacking on front tables (not 15+) ➡️ Use hang rails strategically for visual breathing room ➡️ Embrace the Raw Identity ➡️ Incorporate in-store high points (VM props) ➡️ Add edgy, brand-authentic props that reflect youth culture ➡️ Create dynamic focal points that tell Superdry's story not Ralph's. ⏺️ Visual Hierarchy That Matters ➡️ Elevated displays command attention naturally. ➡️ Less merchandise ≠ lower sales; it equals higher perceived value. ➡️ Strategic placement guides customers to premium items. ⏺️ The Bigger Picture This isn't just about arrangement it's about brand courage. Superdry has the opportunity to own a unique position in retail: authentic, raw, energetic, and unafraid to be different. Instead of imitating Ralph Lauren's lifestyle luxury, they should lean into what made them successful: accessible edge. ⏺️ Key Takeaway for Retail Leaders Visual merchandising is the physical manifestation of brand identity. When VM contradicts your positioning, customers feel the disconnect even if they can't name it. Elevation, curation, and authentic props aren't luxuries; they're essential tools for maintaining brand integrity. #RetailStrategy #VisualMerchandising #BrandIdentity #RetailDesign #StoreExperience #BrandPositioning Superdry Julian Dunkerton Shaun Packe Tom Hutt Ross Burchell Patrice Louvet