We've all been there - you see a great deal advertised, rush to the store, and find...an empty shelf with a sale tag mocking you. The other day I was shopping at my favorite grocery retailer and I had this exact situation. This retailer arguably has some of the best POS data available. And the OOS product was from arguably one of the most sophisticated CPGs. It is 2025 - why are promotional out-of-stocks STILL a problem? It's easy to blame out-of-stocks on a bad promotional plan or a faulty demand plan. But what if the plans were solid...and the failure came somewhere else? Maybe the product is sitting in the backroom on a pallet. Maybe it never made it to the store floor. Maybe the data that informed the plan was flawed to begin with - the ghost of a past out-of-stock dragging down the forecast. And here's the kicker: this single OOS could represent hundreds of lost units and disappointed consumers who may switch brands. Studies show promotional out-of-stocks can be 2-3x more damaging than regular stockouts because consumer expectations are heightened. Now this out-of-stock will further depress the sales signal, distorting the next cycle's plan. The ghost grows stronger. We chase optimization. We layer on AI. But how often do we stop and ask: - Was this a planning miss or an execution breakdown? - Is our demand signal clean, or clouded by past failures? - Are we fixing the forecast, when we should be fixing the shelf? This is where connected planning is supposed to shine. But unless we connect the full chain - not just Finance and Sales, but Brand, Demand Planning, and Retail Execution - we're just automating dysfunction. What's the most frustrating promotional out-of-stock you've encountered? Was it a planning problem or execution failure? Thanks to Daniel Vanden Brink for his input and insights. #TradePromotionManagement #SupplyChain #ConnectedPlanning
Why Promotional Out-of-Stocks Still Plague Retailers
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🚨 What’s really shaping retail in 2025? Look at what leading retailers are already doing. The most important retail trends aren’t just theories — they’re happening now. Here are 4 concrete moves that signal where the industry is headed: 🛒 Aldi: Private Label = Strategic Differentiator More than 90% of Aldi’s assortment is private label, and they’ve launched a full packaging refresh to make those brands more prominent on shelves. 📎 Source: Aldi US, April 2024 📦 Decathlon: AI-Powered Price Sensitivity Decathlon is running AI-based pricing pilots to adjust prices based on how shoppers react to different levels — optimizing margin without losing volume. 📎 Source: PricingHub, 2024 💰 Amazon: Dynamic Pricing at Scale Amazon updates prices millions of times a day, using algorithms that factor in demand, competitor prices, and seller thresholds — now offered to 3P sellers too. 📎 Source: InfluencerMarketingHub, 2024 🎯 Target: Pricing Discipline over Discounts Target officially ended its 14-day price match guarantee in July 2024 — a strategic shift toward simplified pricing and fewer race-to-the-bottom battles. 📎 Source: Feedvisor, 2024 ⸻ 🧠 What should retailers take away? This isn’t about experimentation. It’s about execution: ✔️ Regain control over assortment ✔️ Build pricing systems that scale ✔️ Shift from reactive to proactive promotions 📣 Which of these trends is most relevant for your business this year? Let’s exchange views — especially if you’re seeing different signals in Europe or Canada 👇
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Promotional planning used to involve multiple teams working in silos. Now, supply planners, category managers, and merchandisers share one data source – creating promotions tailored down to individual stores, all while staying profitable. Craig Norman explains how thousands of signals come together in real scenarios. See how it works in practice →
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Small changes can lead to big profits—if you know where to focus. Our latest blog explores 3 actionable ways independent retailers can boost profit margins using data-driven decisions. 📊🛍️ Here’s what you’ll discover: ☑️ How tracking the right metrics drives smarter inventory decisions ☑️ Using customer insights to increase sales and repeat purchases ☑️ Optimizing pricing strategies without losing shoppers 📍 3 Ways Data-Driven Decisions Improve Retail Profit Margins 👉 https://lnkd.in/dDy3fhgd Turn data into dollars; your retail business deserves it. 💰 #RetailSuccess #RetailStrategy #IndependentRetail #DataDrivenDecisions #RetailGrowth #360RetailManagement #RetailProfit #UnitedStates #RetailSolution #SmartRetail
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🛒 Amplify Your Retail Edge with #WalmartPriceStockMonitoring 📊 In the fast-paced world of eCommerce, real-time insights into Walmart’s pricing, inventory & competitor behavior can make all the difference. WebDataCrawler’s Walmart Data Scraping & Price Monitoring gives #Brands, #Retailers, and #Analysts the intelligence to stay ahead. 🚀 🔍 What You Can Extract: • Product listings with live prices, promotions & discounts. • Stock availability & SKU-level inventory across regions. • Price change patterns — fluctuations between online vs in-store, competitor adjustments. • Insights into grocery & fast-moving category trends. • Historical data to analyze demand, overstock & stockout incidents. 💡 “Data from Walmart isn’t just about prices — it’s about ensuring you always have what your customers want, in the right place, at the right price.” Use Cases: ✔️ Retailers optimizing pricing & promotions in near real-time. ✔️ Brands ensuring their products are stocked & visible where demand is high. ✔️ Operations & supply chain teams reducing overstock and avoiding stockouts. ✔️ Market intelligence teams monitoring rivals and shifting category trends. 📈 With Walmart data scraping, businesses see measurable gains in efficiency, margin protection, and competitive agility. 🔗 Explore More>> https://lnkd.in/d6wUvy-d 📩 Contact Us: sales@webdatacrawler.com #Walmart #RetailData #PriceMonitoring #StockInsights #DataScraping #CompetitiveIntelligence #EcommerceAnalytics #InventoryManagement #RetailGrowth #DataDrivenDecisions
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Ready for your next line review? In our latest QuickTake, Market Intelligence Lead Jackie L. shares highlights from the Harvest Group playbook — built from guiding brands through hundreds of line reviews across Walmart, Target, Kroger, Sam's Club, and Costco. Tune in as Jackie breaks down: ▪️ Why there's no "line review season" - and what that means for your planning ▪️ Why differentiated offerings are more valuable than ever to retailers ▪️ How retailer data and digital commerce are shaping recent line reviews ▪️ Plus: the mistake every Harvest Group team warns brands to avoid 🚨 Want expert guidance for your next review? Connect with us: hello@harvestgroup.com
QuickTakes by Harvest Group - Line Review Playbook
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📊 USA Costco Scraping API: Wholesale Data, Big Insights In 2025, the wholesale and retail landscape is more competitive than ever. To thrive, businesses need access to real-time, reliable, and structured product intelligence - and that’s exactly what our #CostcoScrapingAPIDelivers. From bulk pricing to detailed product catalogs, #CostcoHolds a wealth of valuable data that can help brands, retailers, and analysts sharpen their #MarketStrategies. With our API, you can: ✅ Monitor live product pricing & promotions to ensure competitive positioning. ✅ Access bulk product catalogs with SKUs, descriptions, and categories for better assortment planning. ✅ Track stock availability & inventory trends across Costco’s online platform. ✅ Extract customer reviews & ratings to analyze sentiment and brand perception. ✅ Benchmark your offerings against Costco’s wholesale ecosystem for actionable insights. 🌍 Whether you’re an e-commerce platform, retail brand, #FMCGManufacturer, or #DataDrivenConsultancy, Costco’s structured data provides unmatched intelligence for pricing optimization, inventory planning, and market #ExpansionStrategies. The wholesale world is moving fast. Businesses leveraging data + automation will have the edge in profitability, customer satisfaction, and growth. 🚀 Unlock smarter decisions with Costco Data Scraping API today. https://lnkd.in/ddrHzDzh #CostcoAPI #RetailData #WholesaleData #EcommerceAnalytics #DataDrivenInsights #PriceMonitoring #CustomerReviews #InventoryManagement #RetailTech #BigData #MarketIntelligence #RetailGrowth #FMCGInsights #CompetitiveIntelligence #EcommerceStrategy
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Why Retail Profit Margins are Being GUTTED My latest Retail Pulse blog post spotlights an analysis that breaks down the massive 5- to 10-point swing in operating costs — driven by exploding IT, digital marketing, and logistics expenses — that’s dragging typical EBITDA margins from 10-12% down into the mid-single digits. The age of incremental improvements is over. If you're not leapfrogging your competition, you're falling further behind Amazon, Costco, and Walmart. The bottom line? It's never been harder to make money in retail. Read my article here: https://lnkd.in/gSgM7-8U #RetailPulse #RetailFinance #Profitability #RetailStrategy #eCommerce
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How #KrogerGroceryDataScraping Transforms Inventory & Pricing Strategies In today's fast-moving grocery market, having up-to-date data from leaders like Kroger isn't a nice-to-have — it’s essential. When retailers #scrape product, price, promotion, and stock data from Kroger, they unlock strategic insights that directly improve efficiency, profitability, and competitiveness. Here’s what this kind of intelligence enables: #DynamicPricingOptimisation : Monitor Kroger’s real-time pricing, discounts, and promotions to adjust your prices proactively. This helps you stay competitive while protecting margins. #InventoryManagement & #StockVisibility : Track stock levels and restocking trends across Kroger’s network to anticipate shortages or overstock situations. Enables smarter ordering, reduced waste, and improved product availability. Competitive Benchmarking: See how your assortments and pricing stack up against Kroger’s, especially for key SKUs. Identify categories where Kroger is gaining, or where there are opportunities for differentiation. Promotion & Assortment Insights: Understand which promotions work well, which products are moving fastest, and how packaging, layout, or bundle offers from Kroger affect demand. Enhanced Forecasting & Demand Prediction: Using historical Kroger data on sales, promotions, and price shifts helps in modelling demand better — reducing missed sales and minimizing spoilage. Retailers using such data aren’t just reacting to trends — they’re anticipating them. Through Kroger data scraping, you get ahead on pricing changes, optimize your inventory, and craft strategies grounded in what the market is actually doing. Learn more: https://lnkd.in/dV7Zi73d #KrogerData #GroceryAnalytics #InventoryStrategy #PricingOptimization #CompetitiveIntelligence #RetailTech #DataDrivenDecisions #DynamicPricing #DemandForecasting #FMCGInsights #WebScraping #SmartRetail #AssortmentPlanning #RetailGrowth
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💰 60% of customers don’t want the lowest price — they want the RIGHT one. So why are so many retailers still trapped in endless discounts? Retail has moved on. Shoppers care about value, fairness, and experience — not just numbers on a tag. Yet too many pricing strategies are reactive, not strategic. In our new article, we show how to escape the “promo trap” and use AI-driven pricing to: ✔️ Protect margins ✔️ Strengthen loyalty ✔️ Turn pricing into a growth engine Read here: https://lnkd.in/diSMT8bG 👉 What do you think builds loyalty in 2025 — price, value, or something else? Share your thoughts in the comments! #Retail #PricingStrategy #PricingOptimization #AIinRetail #DigitalTransformation
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"In retail & e-commerce, pricing isn’t just about numbers. It’s about psychology, market dynamics, and timing.” When I led pricing & promotions across clusters, I realized: The same product can have 3 different values across markets Differential pricing improved margins from -1.47 → +0.89 in just a week A pilot → scaled to all stores → became a success story Lesson: Smart pricing is one of the most underrated growth levers. Curious — do you think pricing decisions matter more than product assortment? #CategoryManagement #PricingStrategy #Growth
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Partner @ Decision Spot | Analytics, Supply Chain Strategy
3wThank you David for recognition and great overview of some of the gaps in SC planning and execution that still exist despite billions invested in planning systems over the past 30 years