Multi-Channel Experience Evaluation

In today’s hyperconnected world, understanding your customers no longer means tracking clicks or counting conversions - it means decoding the full narrative of how people move, decide, and connect across every channel. Customer Journey Analytics turns fragmented data into a unified, behavioral map that reveals the true flow of experience behind every purchase, sign-up, or interaction. Journey analytics follows behavior as it unfolds - how someone discovers a brand on social media, compares options on mobile, signs up through an email, and completes a purchase in-store. Each of these steps reflects both data and intention, and when linked together, they reveal the underlying logic of decision-making. This clarity allows organizations to see where attention drifts, where delight occurs, and where friction stops momentum. At the heart of the practice is journey mapping - the process of visualizing the full customer lifecycle from awareness to advocacy. By combining behavioral data with emotional and contextual signals, teams can understand what customers feel at each stage and design experiences that match those expectations. Touchpoint analysis adds another layer of insight by evaluating which interactions truly drive engagement and which need rethinking. The modern customer journey is fluid. People start on one device, switch to another, and complete their actions elsewhere. Cross-channel optimization connects those pathways, merging data from social, web, mobile, and physical environments. Machine learning models can then detect patterns and predict what happens next, empowering teams to act at the right moment with precision and empathy. Path and attribution analysis refine this even further. Rather than crediting the last click, advanced models assign value across every contributing touchpoint - ads, emails, search, and referral traffic- clarifying which combinations of actions actually lead to conversion or retention. But data alone isn’t enough. The most effective journey analytics strategies blend quantitative patterns with qualitative understanding - surveys, interviews, and sentiment analysis that explain the emotional “why” behind behavioral “what.” A drop-off on a checkout page might be clear in the numbers, but only customer feedback reveals whether it’s caused by confusion, lack of trust, or poor usability. Leading organizations already use journey analytics to bridge this gap between insight and action. Retailers link online behavior to in-store experiences, streaming services personalize recommendations in real time, and airlines trace the entire travel journey to enhance loyalty. Each case demonstrates how connecting data and human understanding reshapes the way companies anticipate needs, reduce friction, and build stronger relationships.

What does your customer experience when she walks into your branch?   Many banking leaders will say: She is greeted by a knowledgeable advisor in a modern branch. She’s offered a coffee. She receives transparent advice, with the advisor sharing the screen to build trust. She leaves feeling her needs were understood.   And that is often true - up to a point.   But hours later, she gets a push notification promoting a loan she explicitly declined. Two days later, she receives a cold call about another irrelevant product.   What’s happening here? Is she interacting with two different banks? From her perspective - and too often from the backend data - she is.   The reality is, the information she shared in the branch isn’t always integrated with the data the mobile app and contact center rely on. The process often depends on the manual input from branch advisor.   Many of us remember when “omnichannel” was the aspiration: synchronizing data across all touchpoints. In practice, this often proved complex and fragmented.   Today, as most customers primarily engage through their mobile app, we don’t simply need omnichannel - we need integrated channels, with mobile as the single source of truth.   We believe the best customer experience happens when advisor and customer see the same thing - literally. When what the advisor has on their tablet is the same app the customer uses at home - not just for consistency, but for data integrity and trust. In addition, it empowers customers to explore new digital capabilities with confidence, whether on their own or with an advisor's support.   At Raiffeisen banka a.d. Beograd, we recently took a big step in this direction by introducing our mobile banking app on advisors’ tablets in branches.   This has already made a difference: bringing data together, making the advisory process more transparent, and improving satisfaction. Even in the pilot phase, we saw faster sales processes and double-digit growth.   We are building the digital bank with a human touch. Integrated channels help us seamlessly connect digital and human interactions, creating consistent, meaningful experiences.   Thank you to the great team who made this happen. Together, we’re setting a new standard for what banking experience can be! Jelena Aksic, Iryna Arzner, Mathias Fanschek, Piotr Niedziela, Karoly Treso

After 220+ closed deals, here’s one thing I’ve learned: One channel isn’t enough anymore. In 2025, prospects live everywhere - and if you’re only emailing or only calling, you’re invisible. Here’s exactly how to build a multichannel approach that actually works: 𝟭. 𝗦𝘁𝗮𝗿𝘁 𝘄𝗶𝘁𝗵 𝘀𝗶𝗴𝗻𝗮𝗹, 𝗻𝗼𝘁 𝘀𝗽𝗿𝗮𝘆 → Don’t start by sending 100 messages. → Start by finding why to reach out. → Use intent tools, job changes, or hiring spikes to time your outreach. 𝗔𝗰𝘁𝗶𝗼𝗻: Make a “trigger list” - 3 reasons someone might care today, not someday. 𝟮. 𝗪𝗮𝗿𝗺 𝘁𝗵𝗲𝗺 𝘂𝗽 𝗯𝗲𝗳𝗼𝗿𝗲 𝘁𝗵𝗲 𝗰𝗮𝗹𝗹 → Comment on their posts. → React to company updates. → Send a relevant note or insight before you ever call. 𝗔𝗰𝘁𝗶𝗼𝗻: Block 10 minutes daily for “pre-touch” activity on LinkedIn. 𝟯. 𝗖𝗼𝗺𝗯𝗶𝗻𝗲 𝘆𝗼𝘂𝗿 𝘁𝗼𝘂𝗰𝗵𝗲𝘀 𝗶𝗻𝘁𝗲𝗻𝘁𝗶𝗼𝗻𝗮𝗹𝗹𝘆 → Day 1: Personalized email → Day 2: Call → Day 4: LinkedIn message → Day 6: Follow-up with new angle → Day 10: Pattern interrupt (voice note, short video, or DM) 𝗔𝗰𝘁𝗶𝗼𝗻: Create a 10-day cadence that mixes all three — and stick to it. 𝟰. 𝗠𝗮𝗸𝗲 𝗲𝗮𝗰𝗵 𝗰𝗵𝗮𝗻𝗻𝗲𝗹 𝗱𝗼 𝗮 𝗱𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝘁 𝗷𝗼𝗯 → Email = insight → Call = connection → LinkedIn = credibility → Video = emotion 𝗔𝗰𝘁𝗶𝗼𝗻: Stop copying the same message across channels. Align tone to medium. 𝟱. 𝗨𝘀𝗲 𝘁𝗲𝗰𝗵 𝘁𝗼 𝘀𝗰𝗮𝗹𝗲, 𝗻𝗼𝘁 𝘀𝗽𝗮𝗺 → Tools like ️Salesforge 🔥 make this easier in 2025 enroll contacts, sequence across channels, and scale what’s working. 𝗔𝗰𝘁𝗶𝗼𝗻: Spend one hour a week reviewing data. If a channel underperforms, tweak your message, not just your volume. The result: - 3x reply rates - More live conversations - Stronger pipeline consistency My take: Multichannel isn’t about doing more. It’s about doing the right thing in more places. Your prospects don’t live in one inbox - so your outreach shouldn’t either. PS. Curious - are you a phone, email or LinkedIn person?

In healthcare, digital engagement isn’t a channel challenge. It’s an orchestration challenge. That’s why two strategic models are shaping the future of digital patient experience: 🔁 𝗢𝗺𝗻𝗶𝗰𝗵𝗮𝗻𝗻𝗲𝗹 delivers one continuous experience across all channels — app, SMS, portal, nurse call — with context and conversation intact. 🎯 𝗢𝗽𝘁𝗶𝗰𝗵𝗮𝗻𝗻𝗲𝗹 refines that foundation by using data and AI to select the best channel for the moment, message, and individual. These aren’t competing strategies. They work best together. Omnichannel ensures continuity. Optichannel delivers precision. The result? A journey that’s connected, context-aware, and personalized without being overwhelming. 🔁 𝗢𝗺𝗻𝗶𝗰𝗵𝗮𝗻𝗻𝗲𝗹: 𝗧𝗵𝗲 𝗳𝗼𝘂𝗻𝗱𝗮𝘁𝗶𝗼𝗻 𝗼𝗳 𝗮 𝘀𝗲𝗮𝗺𝗹𝗲𝘀𝘀 𝗲𝘅𝗽𝗲𝗿𝗶𝗲𝗻𝗰𝗲 Done well, omnichannel turns fragmented touchpoints into a single conversation — wherever the patient shows up. 𝗧𝗵𝗲 𝗽𝗿𝗶𝗻𝗰𝗶𝗽𝗹𝗲𝘀: 🧩 Unified data across touchpoints 🔄 Consistent messaging and tone 💬 Smooth transitions with no repeated questions or conflicting info 𝗧𝗵𝗲 𝗽𝗮𝘆𝗼𝗳𝗳: ✅ 89% retention in well-orchestrated support programs ✅ 23% increase in adherence when channels reinforce each other ✅ 3× more likely to follow care plans when communication is cohesive (Source: MedAdvisor, 2025) It’s not about being everywhere. It’s about ensuring the patient never feels lost, no matter where they are. Unified omnichannel systems also reduce privacy risk and simplify compliance — fewer silos, fewer handoffs, lower exposure. 🎯 𝗢𝗽𝘁𝗶𝗰𝗵𝗮𝗻𝗻𝗲𝗹: 𝗣𝗿𝗲𝗰𝗶𝘀𝗶𝗼𝗻 𝗼𝗻 𝘁𝗼𝗽 𝗼𝗳 𝗰𝗼𝗻𝘁𝗶𝗻𝘂𝗶𝘁𝘆 Where omnichannel brings everything together, optichannel chooses wisely. It uses AI-powered patient-level insights to ask: What’s the best channel for this patient, right now? 📲 Simple reminder? Send an SMS. 📞 Side effect concern? Route to a nurse call — with context in hand. 🔁 Disengagement risk? Slow the cadence. Shift the tone. Adapt the medium. Optichannel avoids noise and delivers fewer, more effective touches — without sacrificing personalization. Because in healthcare, behavior isn’t driven by more messages. It’s driven by meaningful continuity and personalized context. 𝗛𝗼𝘄 𝗶𝘀 𝘆𝗼𝘂𝗿 𝘁𝗲𝗮𝗺 𝗮𝗽𝗽𝗿𝗼𝗮𝗰𝗵𝗶𝗻𝗴 𝘁𝗵𝗲 𝗯𝗮𝗹𝗮𝗻𝗰𝗲 𝗯𝗲𝘁𝘄𝗲𝗲𝗻 𝗰𝗼𝘃𝗲𝗿𝗮𝗴𝗲 𝗮𝗻𝗱 𝗰𝗼𝗻𝗻𝗲𝗰𝘁𝗶𝗼𝗻? Let’s compare notes.

Ever called customer service after buying online and felt like a total stranger? Customers don't think in channels.  They think brand. Yet many brands still act like five different departments talking to one customer at once. You know the story: → The app knows your cart. The call centre doesn't.  → The store can't find your online order.  → You get the same promo three times: email, SMS, and pushed to your digital wallet. Sounds like multi-chaos, not omnichannel. And it's costing you. 73% of customers use multiple channels during their shopping journey. But when those channels don't talk to each other, 86% say they'll take their business elsewhere. This is the "E" in my C.L.I.E.N.T. Growth Framework - 𝗘𝗻𝗴𝗮𝗴𝗲𝗺𝗲𝗻𝘁 Across Channels.  One conversation.  Many touchpoints.  Seamless and human. Here's what the best brands do differently:  Consistency over confusion.  Customers should start something on one channel and finish it on another, without friction. Sephora is a great example: their Beauty Insider members can check purchase history, book services, and access rewards across the app, web, and store. Their omnichannel customers spend 2.5x more than single-channel shoppers. Nice!   • Personal touch over spray & pray.   • Don't blast the same message everywhere.   • Meet customers where they respond best.   • SMS has a 98% open rate vs. 20% for email, if used strategically.   • Digital wallet passes get opened at 48% within 48 hours.   • Send the urgent cart reminder via text.   • Save the story for email.   • Put the time-sensitive offer in their wallet. Know the difference. Service is the new marketing.  61% of customers will switch to a competitor after just one poor service experience.  But here's the opportunity: companies with strong omnichannel customer service retain 89% of their customers. One support call does more for loyalty than ten clever marketing emails.  I've seen brands turn their worst customer moments into their best testimonials by being human and helpful across the right channel at the right time.  So here's my challenge:  Map your customer journey.  Find the handoffs, those messy transitions between channels.  Fix one, and you'll feel the lift immediately. 👉 Where does your customer experience still feel disconnected? 𝘗.𝘚. 𝘌𝘯𝘨𝘢𝘨𝘦𝘮𝘦𝘯𝘵 𝘈𝘤𝘳𝘰𝘴𝘴 𝘊𝘩𝘢𝘯𝘯𝘦𝘭𝘴 𝘪𝘴 𝘫𝘶𝘴𝘵 𝘰𝘯𝘦 𝘱𝘪𝘦𝘤𝘦 𝘰𝘧 𝘮𝘺 𝘊𝘓𝘐𝘌𝘕𝘛 𝘍𝘳𝘢𝘮𝘦𝘸𝘰𝘳𝘬. 𝘐𝘧 𝘺𝘰𝘶 𝘸𝘢𝘯𝘵 𝘵𝘰 𝘴𝘦𝘦 𝘩𝘰𝘸 𝘵𝘩𝘦 𝘧𝘶𝘭𝘭 𝘴𝘺𝘴𝘵𝘦𝘮 𝘩𝘦𝘭𝘱𝘴 𝘣𝘳𝘢𝘯𝘥𝘴 𝘣𝘶𝘪𝘭𝘥 𝘵𝘳𝘶𝘴𝘵, 𝘤𝘳𝘦𝘢𝘵𝘦 𝘭𝘰𝘺𝘢𝘭𝘵𝘺, 𝘢𝘯𝘥 𝘥𝘳𝘪𝘷𝘦 𝘴𝘶𝘴𝘵𝘢𝘪𝘯𝘢𝘣𝘭𝘦 𝘨𝘳𝘰𝘸𝘵𝘩, 𝘭𝘦𝘵'𝘴 𝘤𝘰𝘯𝘯𝘦𝘤𝘵.

Grateful to be featured in the "Shoptalk Hot Takes" interview by Blenheim Chalcot and ClickZ.com alongside George Looker to unpack omnichannel commerce. 5 key takeaways and tactics from my conversation: 1. Design for Customer Continuity, Not Just Channel Expansion 💡 71% of customers expect brands to personalize interactions across every touchpoint. Tactical: Map out customer journey across channels, then design experiences that recognize and reward continuity—cart persistence, loyalty rewards, browsing history sync, etc. 2. Build the Infrastructure: Unify Data Streams Across All Touchpoints 🧠 Data fragmentation = missed opportunity Tactical: Integrate POS, e-commerce, mobile, social, and marketplace data into a centralized data lake or unified commerce platform. 3. Establish a Single Source of Truth for Customer Profiles 🔍 Brands with unified profiles see up to 2x better campaign performance. Tactical: Implement Customer Data Platforms (CDPs) to consolidate behavioral, transactional, and engagement data into unified customer profiles. 4. Partner Strategically for Scale, Not Just Stack ⚙️ A bloated tech stack doesn’t equal agility As I noted, Retailers are getting sharper about which partners can scale with them. Ecosystem efficiency matters more than ever. Tactical Step: Audit your tech stack and partnerships consistently. Prioritize partners that offer extensibility, future-proofing, and proven omnichannel success. 5. Measure What Matters: Unified KPIs Across Commerce 📈 You can’t optimize what you don’t measure holistically Tactical: Align your analytics stack to report holistically across channels—tie marketing to merchandising, CX to LTV, and inventory to revenue. 🧠 Bottom line: think holistically, move strategically, and build ecosystems that scale experience with agility, not just transactions. Complete list in comment 👇 #ecommerce #omnichannel #unifiedcommerce

🧠 Multichannel is like an IKEA wardrobe: Looks simple – until you read the manual.🤯 Many brands and sellers kick off with high ambitions – and end up in operational chaos just weeks later. Why? 👉 Because Amazon plays by different rules than Zalando. Because your PIM logic doesn’t match your middleware. And because customers expect top service everywhere. Our partner PlentyONE recently named 10 common Multichannel pain points for sellers share in a new whitepaper – plus actionable advice to help you regain control: (sponsored) 🔹 1 | Blind beginnings: “We’ll just start with Otto and Kaufland” – no strategy, no roadmap. 🎯 Tip: Get clarity first – assortment goals, margins, target groups & market potential. 🔹 2 | Every system speaks a different language: SLAs, API docs, onboarding routines – sounds like red tape? It is. 🎯 Tip: Review requirements early & assess technical compatibility honestly. 🔹 3 | Tool chaos instead of platform architecture: Too many small tools = too much manual work. 🎯 Tip: Start with scalable, integrable systems – don’t try to patch later. 🔹 4 | Equal service level everywhere: Customers expect the same speed and tone on every channel. 🎯 Tip: Automate standard cases, solve escalations with empathy – and use feedback to improve! 🔹 5 | Too few people, too many tasks: Multichannel isn’t a side project. 🎯 Tip: Define roles clearly, simplify processes, and use tools that don’t overwhelm non-tech teams. 🔹 6 | Lost the Buy Box – and no one noticed: Pricing too slow, stock not updated, shipping delays. 🎯 Tip: Set up automated controls for pricing, inventory & fulfillment processes. 🔹 7 | Product data: too long, too short, too wrong: Every marketplace has its own rules – and your content gets messy fast. 🎯 Tip: Use a central PIM system + clear content standards = visibility and conversions secured. 🔹 8 | Marketing runs – but without impact tracking: What’s your return on those Sponsored Ads on eBay or Zalando? 🎯 Tip: Only invest where performance is trackable – with ROAS tracking and A/B testing. 🔹 9 | Tax issues blocking growth: Packaging laws, EPR, VAT – cross-border selling gets complicated fast. 🎯 Tip: Automate compliance & keep your processes clean from day one. 🔹 10 | Great revenue, bad margins: Multichannel costs money – tools, people, logistics, ads. 🎯 Tip: Check your profitability regularly. More revenue is not success if nothing sticks. 📘 Are you looking for more practical help? You can download the full whitepaper here - with lots of specific tips, overviews of platform SLAs, checklists, and real-world examples. https://lnkd.in/detf6Bmx

You unlock your phone with Face ID, and your work apps are ready to go. You book a cab on Uber from your phone, step outside, and track it on your smartwatch. You check into a hotel through an app, walk in, and the doors slide open as your digital key activates. You don’t stop to think why these moments feel so effortless—because great UX is ubiquitous. You don’t think about breathing until you can’t. UX works the same way—its brilliance lies in being seamless across devices, platforms, and interactions. No one praises an experience that just works, but the moment something breaks— - A shopping cart that doesn’t sync between your phone and desktop. - A banking app that forces you to start over on a different device. - A chatbot that forgets your query when you switch from web to mobile. That’s when users feel the disconnect. With fast changing customer expectations, we believe great UX isn’t just about removing friction in one place—it’s about ensuring continuity everywhere, across all touch-points and channels... 🔹 Start a purchase on your phone, complete it on your laptop, and when something goes wrong with the delivery, we expect customer service to know everything about our purchase and whereabouts of the package. This is Total-Experience (TX)—where all experiences - Customer Experience, Employee Experience, User Experience, and Multi-Experience- are considered and are fluid across every touch-point. The best experiences don’t demand attention. They just work. What’s a product or service that wowed you because it felt truly connected across experiences? #UXDesign #MultiExperience #UbiquitousUX #SeamlessDesign #TotalExperience 

𝗗𝗮𝘁𝗮 𝘁𝗲𝗹𝗹𝘀 𝘆𝗼𝘂 𝗪𝗛𝗔𝗧 𝗵𝗮𝗽𝗽𝗲𝗻𝗲𝗱; 𝗙𝗶𝗲𝗹𝗱 𝘁𝗲𝗮𝗺𝘀 𝘁𝗲𝗹𝗹 𝘆𝗼𝘂 𝗪𝗛𝗬. The "Hybrid Sales Model" is failing if your data is siloed. There is a statistic from McKinsey’s 2024 B2B Pulse that every Commercial leader needs to see: B2B decision-makers now use 𝟭𝟬 𝗱𝗶𝘀𝘁𝗶𝗻𝗰𝘁 𝗰𝗵𝗮𝗻𝗻𝗲𝗹𝘀 during their journey. In Pharma, this means a Healthcare Professional (HCP) might watch a webinar (Marketing), visit a portal (Digital), and meet a Rep (Sales). Too often, the Sales Rep has no idea the webinar happened. When Sales and Marketing operate in silos, the "Omnichannel" experience becomes a "Multi-channel" noise factory. The HCP gets a generic email from Marketing the day after a Rep visit, referencing a totally different topic. That’s not engagement; that’s collision. To fix this, 𝘄𝗲 𝗻𝗲𝗲𝗱 𝘁𝗼 𝗺𝗼𝘃𝗲 𝗳𝗿𝗼𝗺 "𝗖𝗮𝗺𝗽𝗮𝗶𝗴𝗻𝘀" 𝘁𝗼 "𝗖𝘂𝘀𝘁𝗼𝗺𝗲𝗿 𝗘𝗻𝗴𝗮𝗴𝗲𝗺𝗲𝗻𝘁 𝗝𝗼𝘂𝗿𝗻𝗲𝘆𝘀." That means:  • 𝗨𝗻𝗶𝗳𝗶𝗲𝗱 𝗩𝗶𝗲𝘄: The CRM must show all interactions (digital + in-person) to the Rep in real-time.  • 𝗥𝗲𝗽-𝗧𝗿𝗶𝗴𝗴𝗲𝗿𝗲𝗱 𝗘𝗺𝗮𝗶𝗹: Empower Sales teams to trigger marketing-approved digital content based on their face-to-face conversations.  • 𝗙𝗲𝗲𝗱𝗯𝗮𝗰𝗸 𝗟𝗼𝗼𝗽𝘀: Marketing needs 𝗾𝘂𝗮𝗹𝗶𝘁𝗮𝘁𝗶𝘃𝗲 𝗳𝗲𝗲𝗱𝗯𝗮𝗰𝗸 from the field to adjust digital tactics. Data tells you what happened; field tells you why. Set up a 15-minute "Insight Swap" meeting between one Marketing Brand Manager and one District Sales Manager. No slides. Just discuss: "What questions are customers asking you right now that our current emails aren't answering?" Sales leaders: Does your team currently see digital interactions in their CRM before they step into a clinic? #PharmaSales #SFE #Omnichannel #CustomerEngagement #PharmaTrends