🧑🏽 Designing Better Personalization UX. With guidelines on how to better tailor content and features to user’s needs and interests. ✅ Customization allows users to choose exactly what they want. ✅ Personalization anticipates what they want behind the scenes. ✅ We personalize to match specific needs without user’s effort. ✅ We allow users to customize preferences, filters, layout, data. 🤔 But often only very few people customize their experience. 🚫 Past behavior doesn’t always predict future actions. 🤔 Users often have different needs at different times. ✅ Design a wide range of presets, templates and defaults. ✅ Track frequent actions and errors, and suggest shortcuts. ✅ Always add content, or reshuffle it, rather than removing it. ✅ Expose users to non-matching topics to avoid filter bubbles. 🤔 Often users don’t know what they need, or what they’d like. ✅ Good personalization is deeply embedded in a user journey. ✅ Search for moments when you want to win user’s attention. ✅ Ask users explicitly about their intent to learn their context. ✅ Let users override personalization if it goes against their needs. ✅ When journey breaks, don’t stitch it, but tie a beautiful bow. We can’t personalize without research. Collect reliable data about users first. Then segment users into groups with shared needs. Decide what messages you have for each group. And define a user model, content model and metadata that go along with it. Then decide on individual or role-based personalization. Choose touchpoints where personalized UX will be served. Apply the logic across your channels, but give users full control of their data. In that process, define how the team will test and measure the impact of personalization over time. Such a project might often feel like a huge leap of faith without immediate benefits. But if done well, it can increase customer lifetime value significantly — but you will need short-term victories to get a long-term commitment. So start slowly. Run experiments. Personalize where you can make the highest impact. More often than not, the outcome will be worth the effort — even although most users will never even notice it, they might stay for many years to come. ✤ Useful resources Personalization Pyramid, by Colin A. Eagan M.S., Jeffrey MacIntyre https://lnkd.in/eaztWU8e Definitive Guide To Personalization (free eBook, PDF) https://lnkd.in/eggR4hzB Five Levels Of Recommendations, by Guillaume Galante https://lnkd.in/eKqsZtJ5 Personalization Planning, by Jennifer Leigh Brown https://lnkd.in/e9N48x6F Successful Personalization, by Amy Schade https://lnkd.in/eNSUgQ9B Personalization UX Stats (Medium), by Mallory Kim https://lnkd.in/eRy9pvqt ✤ Books – Hello {first name}, by Rasmus Houlind – The Person in Personalisation, by David Mannheim – The Personalization Paradox, by Val Swisher, Regina Lynn Preciado – Personalization Mechanics, by John Berndt #ux #design
Bridging Online And Offline Experiences
Explore top LinkedIn content from expert professionals.
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If You are running an omnichannel brand, one of the most actionable and impactful analysis that you can do with your data is look at the ratio of online to offline sales, benchmarked against your national average. You can cut it by city/state/product/SKU and each cut tells you something different. Start by establishing your national average online/offline ratio. Say it's 45:55. Now look at every city, state, and product model against that baseline. Few scenarios: Scenario 1: Higher-than-average online share (say 80:20 in a city where the national average is 45:55) = distribution problem, not a demand problem Consumers want your product and that is evident from your online sales. To buy your product, they are waiting for delivery and forgoing the in-store experience. Your brand has demand in that market. What needs improvement is availability, visibility and advocacy in retail counters. Every rupee you invest in distribution here has a higher probability of generating returns because demand is pre-validated Scenario 2: Lower-than-average online share (say 10:90 in a state) = one of two things, and you need to figure out which. Either your offline distribution is so strong there that consumers don’t have too many reasons to buy online, which is the healthy version, and you'll see it reflected in strong secondary sales numbers. Or your brand simply don’t have demand/PMF and consumers aren't searching for you online or finding you offline. The way you distinguish between the two: check absolute volume. If the 20:80 market is also a high-absolute-volume market, your offline game is strong and the low online share is a sign of distribution maturity. If it's a low-absolute-volume market with a low online share, you have a brand salience and demand problem. And trying to pressurize Distributors and sales team will not work. In fact it will only lead to more churn which will further reduce the sales volume in that geography. Here the Product and marketing team needs to get to work and solve for product market fit and brand salience in that geography. Now apply the same logic at the model level. If a specific SKU has a 50:50 online/offline split nationally while the rest of your portfolio sits at 30:70, that SKU is under-distributed relative to its demand. Retailers either aren't stocking it, don't know it exists, or aren't being incentivised to push it. This is an assortment and trade marketing problem, not a product problem The beauty of this ratio is its simplicity. You don't need a sophisticated data platform to compute it. You need your e-commerce order data by pincode and your secondary sales data by pincode, both of which any omnichannel brand will always have. One simple table gives you the diagnostic. The ratio doesn't tell you why a market is over- or under-indexed. But it tells you where to look, and whether the problem is distribution, brand, or product. And that's usually enough to make the next decision.
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India’s digital-first fashion brand journey - from Clicks to Bricks India’s homegrown D2C fashion landscape has entered its next chapter in the last decade or so Cava Athleisure recently launched its first offline store in Bengaluru Orion Mall And not just Cava, after years of building strong digital communities, brands like Freakins, Blissclub, Snitch, The Bear House etc are stepping confidently into the offline world, opening physical stores after initial few years of operating digitally 🔶 Why - the shift 🔸Brand-Building & Community Physical stores offer experiential branding, events & community-led engagement including consumers & influencers, something digital can’t fully replicate The store facade & window, be it in a mall or high-street also works as an impactful billboard in the consumers mind amidst the digital clutter - announcing the brand has arrived 🔸Consumer Trust & Tangibility Fashion is tactile. As brands scale, offline stores become powerful trust signals, letting consumers to see, touch, feel & try before buy Also enables brands to do visual product storytelling and store team engaging with consumers in a much better way 🔸Higher AOV & Better Conversions Stores often deliver higher average order values and far stronger conversion rates than digital channels Customers walking in these stores are mostly brand loyalist with real purchase intent, and more often than not asking - naya kya hai? 🔸CAC Optimization With rising acquisition costs online, offline retail becomes a strategic lever to reduce dependence on paid performance marketing While for customers, they get the flexibility to explore amongst the considered set of brands before zeroing down to their final purchase ◼️Opportunities Ahead Omnichannel flywheel: Unified single view of inventory, possibly endless isles + data + loyalty + flexibility of click-collect or buy-return → seamless journeys and a happy customer Experiential retail: Stores doubling as multiple touchpoints from content studios, event spaces to even micro-warehouses ◼️Challenges to Navigate High real-estate rentals & operational costs Supply-chain discipline needed for consistent in-store experience Balancing product assortment and price parity across channels Maintaining brand freshness in an offline setting ◼️The Way Forward The future belongs to digitally-built, omnichannel-scaled brands While online gives speed & reach, offline gives depth & loyalty The most successful D2C labels are those that treat physical stores not as an afterthought or fomo, but as a strategic extension of their brand ecosystem Interesting fact: The D2C brands who started over a decade ago took slightly longer for online to offline shift (~7 years), vis-a-vis within the last decade (~5 years), and the more recent ones much lesser than that Clicks create the brand, Bricks will only compound it. Your thoughts! #Indian #Fashion #Retail #D2C #Online #Brand #Offline #Expansion
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Everyone thought we were crazy because we spent ₹50 crore annually opening stores across 50 cities in just 3 years. Here's the research that changed my perspective: By 2028, 72% of shopping will still happen in physical stores. Not because people can't buy online. Because they want to see and feel what they're buying. When we were purely digital, customers loved our products. But they had questions that our analytics couldn't answer. They wanted to know: → Does this actually feel as good as it looks? → Will this work for my back pain? → How does grid technology really work? Those conversations became gold for us. Physical stores aren't just sales channels anymore. They're shoppable billboards that build trust faster than any ad campaign. Look at what the best brands are doing: 📌 Apple designed stores as experience hubs. People don't just buy, they explore and connect. Today, they have a total of 536 stores globally. 📌 Just 2 weeks back at the iPhone 17 launch, 400-500 people queued up outside their Mumbai store. In Delhi, the crowd was 600 strong by 8 am. That's why we applied the same pattern in our experience stores. 📍We started with 1 store in 2022, currently we're at 170+ stores. 📍Our in-store customers converted faster. Acquisition costs dropped. More than 80% of our revenue comes from our experience stores. 📍By having physical stores, our brand trust grew stronger with customers than any metric could measure. The future of retail isn't choosing between online and offline. It's understanding where each channel adds value and making them work together. What's one product you'd never buy without experiencing it first?
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E-commerce didn’t kill retail, all the predictions got it wrong. In 2025, 91% of businesses compete primarily on customer experience, not price or product. And nowhere is this more visible than in the world’s leading high streets, where physical stores are no longer points of sale, but platforms for brand experience Welcome to EXPERIENTAL retail The stores winning today aren’t transactional. They’re immersive, emotional, and designed to be lived, not just visited. Flagships and pop-ups are turning prime locations into experience hubs, spaces where consumers explore, test, share, and connect. And that’s something pure e-commerce still can’t replicate >>IT’S ALL ABOUT SENSES Digital is efficient → Physical is emotional. From skincare labs to AI-powered diagnostics and immersive scent journeys, experiential retail activates all senses, creating deeper, longer-lasting brand relationships +85% of repeat purchases are driven by emotional connection +66% of consumers are more likely to buy after engaging experiences >THE NEW ROLE OF HIGH STREETS The most valuable retail spaces today aren’t about inventory. They’re about impact. Top locations in cities like Paris, London, or New York have become stages where brands perform, blending storytelling, design, and technology to create omnichannel ecosystems The store drives content → Content drives traffic Traffic drives conversion → both online and offline >THE VIRAL EFFECT Experiential retail is built to be shared. Instagrammable environments, interactive installations, and creator-first design turn visitors into media channels. Physical retail is no longer the end of the journey. It’s the beginning of amplification +83% of consumers trust user-generated content over brand messaging +78% say social sharing influences purchase decisions >REAL-TIME INSIGHT Experiential spaces are also powerful innovation labs. Brands test products, gather feedback, and refine positioning in real time, something digital alone can’t fully replicate. +22% improvement in product success with live feedback +15–20% sales uplift in nearby channels post-activation >EXPERIENCE -> TRANSACTION Exclusivity, urgency, and storytelling drive action. Limited-time pop-ups, collaborations, and one-off experiences create FOMO that traditional retail simply can’t match +Activations can drive 25–35% higher conversion rates +88% consumers are more likely to purchase after a unique experience CONCLUSION Retail isn’t becoming obsolete. It’s becoming the most powerful media channel a brand owns. In a world saturated with digital noise, physical experiences cut through, turning passive consumers into active participants and loyal advocates. The future of retail isn’t about more stores. It’s about better experiences in the right places Featured brands Chanel Charlotte Tilbury Dasique Lancome Latafa Louis Vuitton Sephora YSL #experientialretail #brandactivation #retailInnovation #omnichannel #beautyIndustry #popupstore
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Did you know that 95% of urban holiday shoppers in India research products online before visiting a store? The question for luxury brands is: How do you convert these online visitors into loyal offline customers? For luxury brands, the challenge isn’t choosing between online and offline—it’s blending them to create seamless, personalized experiences that retain the exclusivity and allure of the luxury segment. Here are five strategies luxury brands in India can adopt: 1️⃣ The In-Store Experience Luxury shopping is all about the experience. While not every store can replicate Louis Vuitton (see pics), brands can still focus on creating immersive spaces. 🔵 Design stores as places where customers connect with the brand, not just the products. 🔵 Host art installations, pop-ups, or workshops. 🔵 Enable online fulfilment so customers can explore products in-store and complete purchases later online. 2️⃣ Use Technology Not every brand can afford cutting-edge AR or VR tools, but simpler technologies can also elevate the customer journey. Install tablets or interactive screens to offer customisation options like unique designs or personalised engravings. 3️⃣ Leverage Data Online data, like browsing habits and purchase history, can help create tailored in-store experiences. Imagine a scenario where a customer books an appointment, and the staff has pre-selected items based on their online activity. 🔵 Invest in CRM systems to collect and analyze customer data. 🔵 Train staff to use this data for personalized service. 🔵 Send timely notifications about new arrivals or events that align with customer preferences. 4️⃣ Omnichannel Integration The boundaries between online and offline are increasingly blurred. A customer might discover a product on Instagram, research it on your website, and then visit your store to complete the purchase. 🔵 Interconnect all channels—online and offline—for a unified experience. 🔵 Offer features like appointment booking, product reservations, and virtual consultations. 🔵 Provide flexible options, including in-store pickups and home delivery. 5️⃣ Redefine the Role of Sales Staff In the “phygital” era, sales staff are not just sellers—they are brand ambassadors and trusted advisors. 🔵 Train them to align service with the brand’s online interactions. 🔵 Equip them with tools to access customer profiles and preferences. 🔵 Focus on building long-term relationships rather than closing immediate sales. The future of luxury retail lies in combining the strengths of digital convenience and physical presence. By investing in technology, adopting data-driven personalization, and rethinking store roles, luxury brands can create unforgettable customer experiences that build lasting loyalty. In a world where expectations are constantly evolving, the brands that can master this digital-physical intersection will set the standard for the luxury market of tomorrow. #omnichannelretail #luxuryretail
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I enjoyed this week where I shared what I believe are some of the tenets of the retail industry. ⏩ One of the reasons I chose to do this is that many ask how is online retail different from offline retail. ⏩ And the answer, as you all saw, is that the tenets are the same, application differs! 🔵 𝐈𝐧 𝐜𝐚𝐬𝐞 𝐲𝐨𝐮 𝐦𝐢𝐬𝐬𝐞𝐝 𝐢𝐭, 𝐡𝐞𝐫𝐞’𝐬 𝐚 𝐪𝐮𝐢𝐜𝐤 𝐫𝐞𝐜𝐚𝐩 𝐨𝐟 𝐭𝐡𝐞 𝐤𝐞𝐲 𝐢𝐧𝐬𝐢𝐠𝐡𝐭𝐬 𝐟𝐫𝐨𝐦 𝐭𝐡𝐢𝐬 𝐬𝐞𝐫𝐢𝐞𝐬: 1. 𝐋𝐨𝐜𝐚𝐭𝐢𝐨𝐧: It's not just about physical placement anymore. In the digital age, your online presence is your new storefront. SEO, marketplace optimization, and strategic advertising are crucial for visibility in both physical and digital spaces. 2. 𝐋𝐨𝐠𝐢𝐬𝐭𝐢𝐜𝐬: The backbone of retail success. From quick commerce to urban fulfillment centers, efficient logistics is reshaping customer expectations and driving growth. Remember, in today's fast-paced world, logistics isn't just part of the business – IT IS THE BUSINESS. 3. 𝐌𝐞𝐫𝐜𝐡𝐚𝐧𝐝𝐢𝐬𝐞: The heart of retail. It's not just about what you sell, but how you present it. From product selection and pricing to visual merchandising, both online and offline channels require tailored strategies to showcase your offerings effectively. 4. 𝐈𝐧𝐯𝐞𝐧𝐭𝐨𝐫𝐲 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭: "𝐉𝐨 𝐝𝐢𝐤𝐡𝐭𝐚 𝐡𝐚𝐢, 𝐰𝐡𝐨 𝐛𝐢𝐤𝐡𝐭𝐚 𝐡𝐚𝐢" – what's visible is what sells. Balancing stock levels, optimizing product mix, and strategic pricing are critical for both online and offline success. The fine art of balancing inventory decides your success. 5. 𝐌𝐚𝐫𝐤𝐞𝐭𝐢𝐧𝐠: The bridge between your products and customers. Embrace a multi-channel approach, leverage technology for personalization and measurement, and focus on building long-term brand value alongside driving immediate sales. 𝐓𝐡𝐞𝐬𝐞 𝐟𝐢𝐯𝐞 𝐩𝐢𝐥𝐥𝐚𝐫𝐬 – location, logistics, merchandise, inventory management, and marketing – form the foundation of successful retail operations, regardless of whether you're operating in the physical or digital space. The key is to adapt these principles to your specific context and continuously evolve with changing customer expectations and technological advancements. Sharing the posts in comments below for ease of access. What's your experience with these retail tenets? Let me know in the comments below! #RetailStrategy #Ecommerce #BusinessGrowth #RetailInnovation #DigitalTransformation
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𝐓𝐡𝐞 𝐄𝐯𝐨𝐥𝐮𝐭𝐢𝐨𝐧 𝐨𝐟 𝐃2𝐂: 𝐅𝐫𝐨𝐦 𝐃𝐢𝐬𝐫𝐮𝐩𝐭𝐢𝐨𝐧 𝐭𝐨 𝐇𝐲𝐛𝐫𝐢𝐝 𝐌𝐨𝐝𝐞𝐥𝐬 The D2C model transformed retail by removing intermediaries, leveraging digital platforms & fostering direct customer connections. D2C has failed as the ultimate retail solution despite its promise. Businesses are merging D2C & traditional distribution methods ✅ D2C Growth and Challenges D2C innovators like Allbirds & Peloton once dominated retail news. Their success was based on avoiding intermediaries, using digital platforms properly, & marketing directly to clients. Many of these firms suffered. ▣The Middleman Issue D2C's complexity was masked by eliminating middlemen to maximise income. Brands spent a lot on distributor logistics, customer service & inventory management. This often diverted them from product & brand identity. ▣Costly Growth & Economic Headwinds Rising customer acquisition costs, especially on social media, economic slowdowns & declining venture investment created a perfect storm. As clients returned to pre-pandemic habits, sales fell. ✅ D2C Experience Lessons: Model Overestimation D2C does not guarantee better sales, gross margins, or profitability. Many brands overestimated D2C & underrated distribution. ▣Nike's story illustrates D2C's restrictions. The brand focused on D2C & quit its distribution partnerships. Overconfidence hampered sales. Nike resumed key distribution deals to demonstrate the benefits of a balanced strategy. ✅ The Hybrid Model Boom: Rethinking Retail Strategy Retailers use mixed D2C & conventional distribution strategies. Distribution provides size, efficiency & new markets, whereas D2C offers direct customer access & vital data. D2C sales & strong distribution networks have helped Vuori & Hoka flourish. ▣ Hybrid Retail Trends Strategic relationships help emerging D2C enterprises overcome initial challenges. Collaborations provide direct consumer & distribution channel access. ✅ The Challenges & Opportunities of Offline Expansion in India Due to Sugar & Wow's approach, newcomers have expanded offline in India. Snitch developed an omnichannel experience using its digital foundation to overcome offline expansion issues, including staff, foot traffic & inventory. The stores use technology to track customer preferences, purchase habits & feedback. This data complements our online analytics, giving them a 360-degree view of customers In this integrated strategy, geotargeted internet ads drive in-store visitation while in-store incentives boost digital brand engagement. ✅ Trust & loyalty are benefits of hybrid retail. Offline interactions increase brand trust & loyalty for many customers. While internet shopping is easy, stores provide brand connections. ▣Smooth Client Journeys Brands can improve consumer experiences by linking online & offline channels. Wakefit & Snitch demonstrate how a coherent strategy increases customer satisfaction & growth. For more, visit link in comments
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India’s e-commerce market is expected to grow more than 2x from current levels, reach $300 billion by 2030 ! Yet it will account for only 7-8% of total consumer spending. According to the recently published Boston Consulting Group (BCG) report, the coming years in India will see an ecosystem, where digital and physical retail operate as complementary channels within a single consumer journey. Some key data points that stand out - - The number of online shoppers is expected to grow from ~300 million today to ~420-440 million by 2030. - 90-95% of online shoppers still buy offline, with nearly half of offline shoppers researching online before making a purchase. - Category-focused platforms already account for ~60%+ of e-commerce spending, while horizontal marketplaces now represent roughly a third. - Quick-commerce (growing at 110-130% CAGR), social commerce (driven largely by Tier-2/3 cities, growing at 40–45% CAGR) and vertical marketplaces are expanding the role of digital channels across both high-frequency and impulse categories, bringing new consumers into the fold. The future of retail in India will not be defined by channels competing with each other - but by channels working together. Consumers will increasingly discover products on social platforms, research them on marketplaces, experience them in stores and order in possibly via quick commerce. The future will be ‘clicks + bricks’ truly !! For FMCG brands, the implications will be manifold - - Discovery will increasingly move online. Even for categories that remain predominantly offline, digital will play a critical role in discovery and decision making. - Quick commerce will redefine urban consumption. Demand patterns are shifting toward smaller pack sizes, impulse consumption and higher purchase frequency - pantry stocking be damned. - Category fragmentation will accelerate. Online-forward brands are launching 1.5–3x more new products than offline-forward brands due to faster consumer feedback loops. Expect increased competition across premium, niche and functional segments. - Tier-2 and Tier-3 markets will shape the next growth cycle. Smaller cities and middle-income households will expand the addressable market for FMCG brands. If you are looking to take your brand mass, succeeding in these towns will be critical. - Having a strong multi-channel presence will become a strategic advantage. If yours is a mid-sized/regional brand, ensure that the make-up starts, if it hasn’t already. For FMCG companies, the future growth playbook will require integrating the various channels into a single consumer strategy. The real question will be, if most brands are structurally ready for this shift, and more so, the regional and mid-sized ones ? #retail #India #growthstory #connectedcommerce
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Is it even possible to merge 𝐯𝐢𝐫𝐭𝐮𝐚𝐥 𝐚𝐧𝐝 𝐩𝐡𝐲𝐬𝐢𝐜𝐚𝐥 𝐬𝐡𝐨𝐩𝐩𝐢𝐧𝐠 experiences and generate sales in both simultaneously? Roblox is blurring the line between digital and physical worlds with new #retail capabilities that will enable creators to sell physical items through the gaming platform and for items purchased in the real world to unlock value in the digital space. Early adopters include Fenty Beauty, Weeknd and Paramount. “We’re merging the physical and digital worlds by offering a first-of-its-kind #shopping experience inside the game that brings our brand from Roblox to real life,” explained Nanette Wong, vice president of global brand marketing at Fenty Beauty + Fenty Skin. For Roblox, the road runs both ways in the digital-physical shopping convergence. Roblox’s new Approved Merchandiser Program enables creators, brands and IP holders to place a badge on items in the real world that will unlock unique #digital items, such as clothing and accessories for avatars. More insights regarding the evolution of #gaming and how brands can leverage mixed reality platforms, in two dedicated deep-dive articles attached in the comments below.