{"id":9192,"date":"2026-03-02T09:32:19","date_gmt":"2026-03-02T06:32:19","guid":{"rendered":"https:\/\/teolupus.com\/?p=9192"},"modified":"2026-03-02T09:32:19","modified_gmt":"2026-03-02T06:32:19","slug":"cost-optimization-and-profit-margin-management-strategies-in-the-retail-sector","status":"publish","type":"post","link":"https:\/\/teolupus.com\/en\/cost-optimization-and-profit-margin-management-strategies-in-the-retail-sector\/","title":{"rendered":"Cost Optimization and Profit Margin Management Strategies in the Retail Sector"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">As the global economy and Turkish markets try to recover from the deep supply chain disruptions caused by the pandemic and the subsequent high inflationary wave, the coming years stand out as a period of searching for a new balance and structural transformation for the retail sector. The retail sector is one of the areas where competition is most intense due to its low barriers to entry compared to regulated sectors such as banking. In this period, where the traditional retail approach is being replaced by hybrid models that are data-driven, integrated with technology, and centered on operational efficiency, companies&#8217; survival and growth strategies are undergoing a radical change. In this article, we aim to provide an in-depth analysis and an implementable roadmap for retail sector managers, internal audit professionals, risk managers, and strategy makers to manage the cost pressures facing the sector, optimize operational processes, and minimize fraud risks.<\/span><\/p>\n<h2><\/h2>\n<h2><b><a href=\"https:\/\/teolupus.com\/wp-content\/uploads\/1200-x-675-px-1.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-9191\" src=\"https:\/\/teolupus.com\/wp-content\/uploads\/1200-x-675-px-1.jpg\" alt=\"\" width=\"1200\" height=\"675\" title=\"\" srcset=\"https:\/\/teolupus.com\/wp-content\/uploads\/1200-x-675-px-1.jpg 1200w, https:\/\/teolupus.com\/wp-content\/uploads\/1200-x-675-px-1-300x169.jpg 300w, https:\/\/teolupus.com\/wp-content\/uploads\/1200-x-675-px-1-1024x576.jpg 1024w, https:\/\/teolupus.com\/wp-content\/uploads\/1200-x-675-px-1-768x432.jpg 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/a>Macroeconomic Context and Structural Breaks in Consumer Behavior<\/b><\/h2>\n<h3><b>Post-Pandemic Economic Recovery and Inflationary Pressures<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">The Turkish economy emerged from the global economic contraction caused by the COVID-19 pandemic with its own unique growth dynamics and policy choices. The expansionary monetary policies implemented during the pandemic, the increase in credit growth rates, and the reduction in borrowing costs supported the growth of real GDP, but this growth strategy brought with it high inflationary pressures and exchange rate volatility. Although the base effect-driven growth and strong export performance seen in 2021 and 2022 supported the turnover growth of the retail sector, exorbitant increases in operational costs (rent, energy, personnel, logistics, etc.) put pressure on profit margins.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">2024 has been recorded as one of the most challenging years for the retail sector in terms of managing costs. According to <\/span><a href=\"https:\/\/www.ortakalan.org\/gonderi\/tpf-2025-raporunu-yayinladi-80568\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">reports from the Turkish Retailers Federation (TPF)<\/span><\/a><span style=\"font-weight: 400;\">, the food retail sector struggled with high price increases and cost pressures throughout the year. As of the first quarter of 2025, the slowdown in the rate of increase in food prices and the shift of inflation towards non-food private consumption areas have created breathing room for retailers. The fact that food price increases were at levels of 5.47%, 2.32%, and 4.94% between January and April 2025 indicates that hyperinflationary shocks have given way to a more manageable cost structure.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The sector&#8217;s macroeconomic resilience is also reflected in employment data. With the recovery and normalization process in the economic confidence index, the retail sector has maintained its position as one of T\u00fcrkiye&#8217;s largest employers and achieved quarterly employment growth rates ranging from <\/span><a href=\"https:\/\/www.tpf.com.tr\/dosyalar\/2025\/11\/TPF-2025-Istihdam-Raporu-1.pdf\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">6.0% to 9.0%<\/span><\/a><span style=\"font-weight: 400;\">. These figures prove that retail is not just a commercial sector, but also a cornerstone of social and economic stability.<\/span><\/p>\n<h3><b>2025 Consumer Profile: Disloyalty and Price Sensitivity<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">The high inflationary environment has altered the genetic code of Turkish consumers, leading to lasting structural shifts in their shopping behavior. The concept of &#8220;brand loyalty&#8221; from the past has given way to a pursuit of &#8220;price\/performance optimization.&#8221; Particularly in tourist locations, competition between chain supermarkets and luxury delicatessens differs in terms of the advantages offered to both local and international tourists. While chain supermarkets offer price and standard product advantages, luxury delicatessens strive to gain an advantage through local products, unique flavors, and an &#8220;experience.&#8221; Instead of being tied to a single brand or retailer, consumers now use digital tools to compare prices, follow promotions, and utilize multiple channels simultaneously to fill their shopping baskets at the most optimal cost.<\/span><\/p>\n<p><a href=\"https:\/\/www.deloitte.com\/us\/en\/Industries\/consumer\/articles\/retail-distribution-industry-outlook.html\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Analyses<\/span><\/a><span style=\"font-weight: 400;\"> by institutions such as Deloitte and PwC reveal the defense mechanisms consumers have developed against the contraction in their disposable income. Consumers have depleted their savings accumulated during the pandemic and have begun to cut back on spending due to items straining household budgets such as high rents, rising housing prices, and loan repayments. This has made customer retention more costly and challenging than ever for retailers. Intensified competition and increased advertising costs have increased the cost of reaching consumers for brands, while the consumer&#8217;s motivation to search for the &#8220;best deal&#8221; puts pressure on profitability.<\/span><\/p>\n<h3><b>Global and Local Market Size Projections<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">The size and potential of the Turkish retail market continues to whet the appetite of international investors and local players. <\/span><a href=\"https:\/\/www.imarcgroup.com\/turkey-retail-market\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">As of 2024<\/span><\/a><span style=\"font-weight: 400;\">, the global market size is estimated to reach approximately USD 391.2 billion. The sector&#8217;s growth projections for the next ten years are quite positive; the projected annual compound growth rate for the 2025-2033 period is calculated as 8.30%. With this momentum, the market is expected to reach a volume of USD 868.3 billion by 2033.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This growth will occur not only through the opening of physical stores, but also through the deepening of e-commerce and the maturation of multi-channel strategies. While the share of e-commerce in total retail in T\u00fcrkiye continues to increase, operational challenges such as return rates and logistics costs are also coming to the forefront simultaneously with growth. Transaction volumes reaching up to 53% in ready-to-wear show that this category maintains its locomotive role in e-commerce, but at the same time, it is the riskiest area in terms of return management.<\/span><\/p>\n<h2><b>Strategic Levers in Cost Management<\/b><\/h2>\n<h3><b>\u00d6zel Markal\u0131 (Private Label) \u00dcr\u00fcnlerin Ekonomisi ve Pazar HakimiyetiThe Economics and Market Dominance of Private Label Products<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">The biggest strategic opportunity offered to retailers during inflationary periods is the expansion of the Private Label market. The decrease in consumer purchasing power has reduced the willingness to pay &#8220;brand premiums&#8221; and accelerated the shift towards private label brands with a high quality\/price balance. In T\u00fcrkiye, the Private Label market has achieved historical growth by riding this macroeconomic wave.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The Private Label market share, which was around 28% in 2022, has risen to over 30% in terms of turnover by 2024, and even more strikingly, it has evolved into a structure where one out of every two products sold (50%) is a private label product. According to <\/span><a href=\"https:\/\/www.inbusiness.com.tr\/sektorler\/is-dunyasi\/2024\/01\/08\/ozel-markali-urun-pazari-sahlandi\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">PLAT Association data<\/span><\/a><span style=\"font-weight: 400;\">, the total turnover of Private Label products exceeded 200 billion TL in 2022, an increase of 99% compared to the previous year. This increase stems not only from food inflation, but also from increased consumer confidence in these products and a break in the perception that &#8220;cheap products are of poor quality.&#8221;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">There are several proposed restrictions that have been debated in the sector for a long time but have not yet been implemented as a complete general ban\/limit. However, there is currently no &#8220;numerical quota&#8221; that completely stops the sale of private label products; however, it is a legal requirement to clearly state the manufacturer&#8217;s name and display it in a way that does not create unfair competition.\u00a0<\/span><\/p>\n<p><b>Multiplier Effect on Profitability:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Private label products offer three main financial leverages for retailers:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Maximizing Gross Profit Margin: <\/b><span style=\"font-weight: 400;\">While national branded products include manufacturer, distributor, and marketing costs in the price, private label products allow retailers to eliminate these intermediaries. Minimizing marketing costs and directly managing the supply chain enables a 10-15 percentage point higher gross profit margin.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cost Control and Flexibility:<\/b><span style=\"font-weight: 400;\"> Because the retailer controls the entire production process from the recipe to the packaging, they can quickly respond to fluctuations in raw material costs through recipe optimization or weight adjustments.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cash Flow Management:<\/b><span style=\"font-weight: 400;\"> Retailers selling their own brand can generate financing income by leveraging the difference between the payment due date to the supplier and the time it takes to sell the product (inventory turnover rate) (negative working capital).<\/span><\/li>\n<\/ol>\n<p><b>Category-Specific Expansion: <\/b><span style=\"font-weight: 400;\">Industry leaders like \u015eOK Marketler, B\u0130M, and Migros are not limiting their Private Label product strategies to basic food items (sugar, flour, oil). The share of Private Label products is increasing in categories such as personal care, paper products, detergents, and even small household appliances. According to <\/span><a href=\"https:\/\/www.nametkurumsal.com\/Upload\/Documents\/NielsenIQ-2024-Perakende-Pazar-Bilgileri.pdf\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">NielsenIQ data<\/span><\/a><span style=\"font-weight: 400;\">, in T\u00fcrkiye, the market share of private label sausage and salami products in the meat category has reached levels that rival established brands like Namet. The 18.2% share of the &#8220;Other&#8221; category in the salami market demonstrates consumer interest in both unbranded and private label deli products.<\/span><\/p>\n<h3><b>Dynamic Pricing Algorithms and Revenue Management<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">In a volatile economy where costs can change hourly, static pricing models erode retailer profits. In contrast, the &#8220;Fixed Price&#8221; offered to customers in some international chain stores provides a sense of security for the consumer segment seeking price stability. The balance between the variability created by dynamic pricing and this fixed-price approach in international models should be determined according to the brand&#8217;s positioning. The traditional &#8220;Cost + Profit Margin&#8221; method is detached from market realities and consumer willingness to pay. At this point, <\/span><b>Dynamic Pricing<\/b><span style=\"font-weight: 400;\"> strategies supported by artificial intelligence and big data analytics come into play.<\/span><\/p>\n<p><b>The Mechanics of Algorithmic Pricing:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Dynamic pricing is a system that automatically adjusts product prices according to demand, competition, inventory status, and time factors.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Machine Learning: <\/b><span style=\"font-weight: 400;\">Reinforcement learning algorithms like Q-Learning analyze the impact of past price changes on demand (price elasticity) to determine the most optimal price point in the future.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Competitive Analysis:<\/b><span style=\"font-weight: 400;\"> Bots that scan competitors&#8217; prices in real-time can automatically revise prices when competitors lower them, or price with a specific premium according to brand strategy. Private label brands are a sensitive area in terms of competition law, especially in large chains. They can involve risky practices such as excluding national brands from shelves, pressuring suppliers to &#8220;produce our brand or get off the shelf,&#8221; and excluding them from the market through price cutting. Therefore, the Competition Authority closely examines whether private label brands are abusing their market dominance and their supplier contracts.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Inventory Management:<\/b><span style=\"font-weight: 400;\"> It is possible to generate cash flow by lowering prices for products with low inventory turnover rates, or to protect margins by increasing prices for products with low inventory.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Amazon pioneered this strategy by changing prices millions of times a day. In T\u00fcrkiye, e-commerce sites and technology retailers are also optimizing their profitability using these algorithms. Research shows that retailers who adjust their prices quickly and in a data-driven way can create a lower price perception compared to their competitors while simultaneously protecting their margins. However, this strategy also carries the risk of creating &#8220;price insecurity&#8221; among consumers; therefore, it is critical that the algorithms operate within limits that will not harm customer loyalty.<\/span><\/p>\n<h3><b>Optimizing Operational Expenses: Rent, Energy, and Labor<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Rent, personnel, and energy are the largest expense items in retailers&#8217; income statements after &#8220;Cost of Goods Sold.&#8221; In this context, employee satisfaction is as critical as employee productivity. Recently, the issue of &#8220;Sunday closure&#8221; for employees and related legal\/sectoral developments are being discussed as a strategy aimed at reducing employee turnover in the long term by ensuring work-life balance. Even a 1% improvement in these items corresponds to a significant increase in net profit.<\/span><\/p>\n<p><b>Managing Energy Expenses:<\/b><span style=\"font-weight: 400;\"> The increase in energy costs is forcing retailers to invest in renewable energy. Electricity costs are enormous, especially in food retailing that requires a cold chain. Players such as Migros and \u015eOK Marketler have opted to generate their own electricity by installing Solar Power Plants (SPPs) on the roofs of their stores and warehouses. According to Migros&#8217; <\/span><a href=\"https:\/\/report.migros.ch\/2024\/en\/sustainable-development\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">2024 sustainability report<\/span><\/a><span style=\"font-weight: 400;\">, more than 20 new photovoltaic systems have been installed, generating 6 million kWh of electricity and bringing the total production to 46 million kWh. These investments are not just for &#8220;appearing green,&#8221; but are strategic moves directly aimed at reducing operational costs.<\/span><\/p>\n<p><b>Workforce Productivity and Automation:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Minimum wage increases and fringe benefits have made personnel costs the most difficult item to manage for retailers. The solution is not to reduce the number of employees, but to increase the added value that employees produce per unit of time. Technological investments come into play at this point; for example, detecting low-stock products on the shelf with RFID tags and automatically ordering them from the supplier both reduces the burden on personnel and provides flawless automation in inventory management. The high employee turnover rate at the store level in the retail sector increases recruitment, training, and onboarding costs, further driving up total personnel costs. Therefore, standardized processes, automation-supported operations, and digital tools that provide a rapid learning curve are critical to offsetting the productivity loss caused by high turnover rates.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Self-Checkout Checkout Systems:<\/b><span style=\"font-weight: 400;\"> Reduce the need for cashiers, allowing staff to focus on store organization and customer service.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Electronic Shelf Labels:<\/b><span style=\"font-weight: 400;\"> Prevent staff from spending hours changing labels during price changes, eliminating the risk and penalties for incorrect pricing (discrepancy between shelf and cash register).\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Automated Ordering Systems: <\/b><span style=\"font-weight: 400;\">Minimize the time store managers spend placing orders and provide data-driven ordering and inventory optimization.<\/span><\/li>\n<\/ul>\n<h2><b>Paradigm Shift in Supply Chain and Inventory Management<\/b><\/h2>\n<h3><b>The Inadequacy of Traditional Inventory Models and Modern Approaches<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Inventory is a retailer&#8217;s greatest asset, but also their greatest liability if not managed properly. Having the right product, at the right time, in the right quantity is the most important balance to be considered in retailing. Especially expiration date management is a critical element that directly affects inventory loss and spoilage rates in food and fast-moving consumer goods. Modern approaches aim to both reduce waste and protect gross profit margins with FIFO\/FEFO principles, dynamic order models based on demand forecasting, and shelf-life-based pricing strategies.<\/span><\/p>\n<p><b>Economic Order Quantity Model and its Limitations:<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Developed in 1913, the Economic Order Quantity (EOQ) model has formed the basis of inventory management for almost a century. The formula aims to find the optimal order quantity by balancing the cost of placing an order with the cost of holding inventory:<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Here, D represents annual demand, S represents the fixed cost per order, and H represents the annual inventory holding cost per unit. However, this model relies on<\/span><a href=\"https:\/\/www.iienstitu.com\/en\/blog\/mastering-economic-order-quantity\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\"> assumptions<\/span><\/a><span style=\"font-weight: 400;\"> that are not valid in today&#8217;s retail sector, such as demand being constant, products not spoiling, and lead times being fixed. This model is particularly inadequate in the fresh food and fast fashion sectors, leading to either stockouts or excessive inventory and disposal costs.\u00a0<\/span><\/p>\n<p><b>Modern Inventory Models: <\/b><span style=\"font-weight: 400;\">Academic literature and practical applications are updating the Economic Order Quantity model with the factors of &#8220;perishable products&#8221; and &#8220;demand uncertainty.&#8221; &#8220;Nonlinear, Holding Cost &#8211; Economic Order Quantity&#8221; models, which include spoilage rate in the formula, provide cost advantages of up to 40% in fresh food management. In addition, models where the inventory holding cost increases over time (the value of the product decreases as it loses its freshness) suggest that retailers increase order frequency and reduce batch size (approaching the Just-in-Time principle).<\/span><\/p>\n<h3><b>AI-Powered Demand Forecasting: From Time Series to Deep Learning<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">The heart of inventory management is &#8220;demand forecasting.&#8221; Traditional time series methods (ARIMA, Holt-Winters, Moving Averages) rely on the assumption that past data will follow a similar pattern in the future. However, shocks like COVID-19, promotions, weather changes, and competitor activities weaken the predictive power of past data to explain the future.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In next-generation retail, Deep Learning algorithms are coming into play.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>LSTM (Long Short-Term Memory): <\/b><span style=\"font-weight: 400;\">These are recurrent neural networks that can learn long-term trends and short-term fluctuations simultaneously.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>DeepAR and AggDeepar: <\/b><span style=\"font-weight: 400;\">Developed by Amazon, these models can process demand data for thousands of products simultaneously (global model), generating accurate predictions even for new products with limited data (cold start problem).<\/span><\/li>\n<\/ul>\n<h3><b>Logistics Case Study: LC Waikiki and the Power of Automation<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">LC Waikiki, T\u00fcrkiye&#8217;s fashion retail giant, is setting an example for the sector with its transformation project aimed at overcoming inefficiencies in logistics processes and accelerating in-store operations. In the <\/span><a href=\"https:\/\/www.dymondengineering.co.uk\/case-studies\/lc-waikiki-case-study\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">project,<\/span><\/a><span style=\"font-weight: 400;\"> carried out in collaboration with &#8220;Dymond Engineering,&#8221; the hanging and storage systems in store warehouses were redesigned with an emphasis on ergonomics and speed.<\/span><\/p>\n<p><b>Project Results:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The production cost of the new logistics equipment was reduced by <\/span><b>28%<\/b><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sales figures increased by <\/span><b>38%<\/b><span style=\"font-weight: 400;\"> thanks to the faster in-store product flow and increased product availability.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Modular systems that take up less space enabled more efficient use of store square footage, allowing more space to be allocated to sales areas.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">LC Waikiki&#8217;s success proves that logistics is not just a &#8220;cost center,&#8221; but a &#8220;revenue generator&#8221; when properly designed. Furthermore, thanks to <\/span><a href=\"https:\/\/www.platinmarket.com\/lcwaikiki-entegrasyonu\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">digital integrations<\/span><\/a><span style=\"font-weight: 400;\">, e-commerce marketplaces (Trendyol, Hepsiburada, etc.) and store inventories are synchronized in real time, minimizing cancellations and penalties caused by incorrect stock.<\/span><\/p>\n<h3><b>Distribution Network Optimization: Examples of \u015eOK Marketler and Migros<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">The secret to success in discount supermarkets is keeping logistics costs to a minimum. In retail store e-commerce ventures, logistics and order\/delivery speed are the biggest determinants of customer satisfaction. In store-to-home delivery models, speed has become an indicator of operational excellence. As of 2024, <\/span><a href=\"https:\/\/kurumsal.sokmarket.com.tr\/tarihcemiz\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u015eOK Marketler<\/span><\/a><span style=\"font-weight: 400;\"> has optimized its logistics network by reaching 45 distribution centers (warehouses) across Turkey. Increasing the number of warehouses shortens the delivery distance to each store, reduces fuel costs, and preserves the freshness of products (especially fruits and vegetables). In addition, by providing financial support to its suppliers through the &#8220;Supply Chain Financing Program,&#8221; it has guaranteed supply continuity in an inflationary environment.<\/span><\/p>\n<p><a href=\"https:\/\/report.migros.ch\/2024\/en\/sustainable-development\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Migros<\/span><\/a><span style=\"font-weight: 400;\">, on the other hand, maximizes the occupancy rate of its vehicles and reduces idle mileage by using AI-supported route optimization in its distribution network. By the end of 2024, it aimed to reduce both its carbon footprint and fuel costs by adding 64 fossil fuel-free (electric\/hydrogen) trucks to its fleet.<\/span><\/p>\n<h2><b>Digital Transformation, Data Analytics, and Customer Loyalty<\/b><\/h2>\n<h3><b>Evolution in Loyalty Programs: The &#8220;Win&#8221; Ecosystem and Gamification<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Although customer loyalty cards have been in our wallets for many years, with digitalization, these programs have transformed into &#8220;loyalty ecosystems.&#8221; \u015eOK Marketler&#8217;s &#8220;Win&#8221; program offers a groundbreaking model in discount retailing. Going beyond the traditional &#8220;discount, sell&#8221; model, Win has created a cycle where customers earn TL as they spend and then spend this earning again in the store <\/span><a href=\"https:\/\/sokmarketyatirimciiliskileri.com\/images\/PDFs\/FaaliyetRaporlari\/SOK_FRAT_2024.pdf\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">(Loyalty 2.0)<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><b>Strategic Analysis:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Gamification: <\/b><span style=\"font-weight: 400;\">By giving customers specific goals (e.g., &#8220;Spend 500 TL this week, earn 50 TL&#8221;), shopping frequency and basket size are increased.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data Mining: <\/b><span style=\"font-weight: 400;\">Thanks to the Win program, \u015eOK can analyze customers&#8217; shopping habits in detail (who buys what, when, and with what). This data is used to offer personalized deals and optimize category management.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cash Management: <\/b><span style=\"font-weight: 400;\">Keeping the points (TL) earned by the customer in the system creates a short-term source of funds for the company and guarantees the customer&#8217;s next shopping address.<\/span><\/li>\n<\/ul>\n<h3><b>Omnichannel Retailing and E-Commerce Integration<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">The integration of physical stores and digital channels is essential for a seamless customer experience. E-commerce is no longer just a channel, but also a serious competitor. Retailers need to make a strategic choice between establishing their own distribution arm and using an existing e-commerce platform. A retailer provides consumers with advantages such as speed, variety, affordable prices, quality, original products, and reliable own-brand products. The value offered to the consumer is created by a mix of these advantages, and this mix must be constantly updated according to market conditions and time. As these advantages decrease, it is natural for consumer interest and profit margins to decrease. The &#8220;Cepte \u015eOK&#8221; application reaches customer segments that physical stores cannot reach (e.g., white-collar workers with limited time) by offering customers the opportunity to shop at the same prices as supermarkets, with free or low-cost delivery. \u015eOK Ekstra offers a product variety independent of store square footage by selling products such as electronics and glassware that are not physically available in stores.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">One of the biggest challenges in e-commerce, return processes, can be turned into an advantage thanks to multi-channel structures. A customer returning a product purchased online to a physical store reduces shipping costs and creates an opportunity to sell a new product to the customer who comes to the store for the return.<\/span><\/p>\n<h2><b>Internal Audit, Risk Management, and Fraud Prevention\u00a0<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">The retail sector is one of the sectors with the highest risk of fraud due to its high cash flow, complex inventory movements, high employee turnover rate, and extensive supplier network. &#8220;Spy Shopper&#8221; applications are used as an indispensable internal audit tool for both monitoring service quality and identifying potential operational weaknesses on-site, enabling objective measurement of customer experience and process control.<\/span><\/p>\n<p><b>Case Study: <\/b><a href=\"https:\/\/teolupus.com\/en\/strategic-transformation-at-our-client-through-co-sourcing-model\/\"><b>Collaboration in Risk Management and Internal Audit with a Co-Sourcing Model<\/b><\/a><\/p>\n<p><span style=\"font-weight: 400;\">For example, as Teolupus, we successfully implemented a co-sourcing internal audit model with the Risk and Internal Audit Unit of a client with a widespread store network in the retail sector. This model was designed to overcome the need for expertise, operational flexibility, and &#8220;business blindness&#8221; without completely outsourcing the internal audit function of the institution. The following added values \u200b\u200bwere provided within the scope of the project:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Strategic Transformation: <\/b><span style=\"font-weight: 400;\">Risk-based annual audit plans were created based on IIA Standards and the COSO framework (Internal Control and Corporate Risk Management).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Operational Depth:<\/b><span style=\"font-weight: 400;\"> Significant risks were identified at an early stage by conducting joint audits in Finance, Supply Chain, e-commerce, and Information Technology processes.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Competency Transfer:<\/b><span style=\"font-weight: 400;\"> Methodological know-how was transferred to the existing internal audit team, and audit findings evolved from a &#8220;police&#8221; approach to a &#8220;solution and root cause&#8221; focused strategic reporting.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">According to ACFE (Association of Certified Fraud Examiners) <\/span><a href=\"https:\/\/www.wesselcpa.com\/wp-content\/uploads\/2021\/01\/checklist.pdf\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">reports<\/span><\/a><span style=\"font-weight: 400;\">, companies lose an average of 5% of their annual turnover due to fraud and abuse. In a sector operating with a 3-4% net profit margin, a 5% loss can mean the complete erosion of a company&#8217;s profits. Therefore, internal auditing in retail is not just a &#8220;legal requirement,&#8221; but a vital function for maintaining profitability.\u00a0<\/span><\/p>\n<h3><b>Establishing an Internal Control Environment and Separation of Duties in Retail<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">The foundation of an effective internal control system is the principle of <\/span><b>&#8220;Separation of Duties.&#8221; <\/b><span style=\"font-weight: 400;\">The processes of initiating, approving, recording, and protecting an asset should not be under the control of a single person. Although it may be difficult to make this separation in small-scale stores due to the shortage of personnel, compensatory controls should be implemented.<\/span><\/p>\n<p><b>Examples of Critical Separation of Duties:<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Purchasing Cycle:<\/b><span style=\"font-weight: 400;\"> The person who opens the order with the supplier and the person who approves the invoice and makes the payment must be different. Otherwise, there is a risk that the employee may purchase goods from a shell company they have established or receive bribes from the supplier.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cash and Accounting: <\/b><span style=\"font-weight: 400;\">The cashier or store manager who collects cash should not be the same person who corrects accounting records (debit notes) or approves cancellation transactions.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Inventory Management:<\/b><span style=\"font-weight: 400;\"> The personnel who receive goods into the warehouse and the personnel who perform periodic inventory counts must be independent. A warehouse manager who receives goods incomplete and records them as complete, and then performs the count themselves, may conceal potential theft.<\/span><\/li>\n<\/ul>\n<p><b>Cash and Cash Transaction Audit: Risks and Controls<\/b><\/p>\n<p><span style=\"font-weight: 400;\">The cash register is the hottest spot in retail. Cash theft and cash burglary are the most common types of fraud.\u00a0<\/span><\/p>\n<p><b>Audit Checklist:<\/b><\/p>\n<table>\n<tbody>\n<tr>\n<td><b>Risk Area<\/b><\/td>\n<td><b>Potential Fraud Scenario<\/b><\/td>\n<td><b>Example of Audit Procedure and Control Method<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>Cancellations and Refunds<\/b><\/td>\n<td><span style=\"font-weight: 400;\">The cashier takes the money from the customer, issues a receipt, and after the customer leaves, &#8220;cancels&#8221; the receipt and puts the money in their pocket.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Reviewing cashiers whose &#8220;Cancellation\/Return&#8221; rate is above the store average in end-of-day reports. Confirming return receipts with customer signatures and by calling their phone number.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Pending Transactions<\/b><\/td>\n<td><span style=\"font-weight: 400;\">The transaction is suspended and then deleted by making it appear as if the customer left without paying.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Analysis of &#8220;pending or incomplete&#8221; transaction records. Investigation into the reasons for the suspension.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Cash Surplus\/Shortage<\/b><\/td>\n<td><span style=\"font-weight: 400;\">The cashier hoarding excess cash or the shortage being passed on to the customer.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Conducting unannounced cash counts during store audits. Implementing the rule of recording cash surpluses as income. Rewarding employees who keep their cash registers accurate and tidy.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Cash Delivery<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Delay or insufficient payment of end-of-day earnings to the bank.<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Matching the dates and amounts on the Z Report and bank statements exactly. Investigating overdue payments.<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>Discounts and Reductions<\/b><\/td>\n<td><span style=\"font-weight: 400;\">Cashier applying unauthorized discounts (friend\/relative discount).<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Analysis of discount card usage reports. Checking the usage limits and frequency of employee cards.<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<h3><b>Inventory Management and Loss Prevention Strategies<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Inventory losses can result from theft, administrative errors, supplier fraud, and damage\/loss.<\/span><\/p>\n<p><b>Loss Prevention Checklist:<\/b><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Goods Receipt Inspection:<\/b><span style=\"font-weight: 400;\"> Physical counting of incoming products against the delivery note using the &#8220;Blind Count&#8221; method. That is, the goods receiving personnel should count the items without seeing the quantity on the delivery note and enter it into the system.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>High-Risk Products: <\/b><span style=\"font-weight: 400;\">Products that are light in weight but high in value, such as cigarettes, alcohol, baby formula, razor blades, and cosmetics, should be given special protection. Locked cabinets, spider alarms, or display methods near the cash register should be used for these products.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Scrap and Disposal Process: <\/b><span style=\"font-weight: 400;\">It is a common practice for employees to separate undamaged products as &#8220;damaged\/broken&#8221; and take them home, pretending to throw them away during the disposal process. Products to be disposed of must be physically inspected by the store manager, disposed of, and a report signed.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Personnel Exit Controls:<\/b><span style=\"font-weight: 400;\"> Checking employees&#8217; bags at the end of their shift or implementing a transparent bag policy. This point should be handled carefully and evaluated as it can be sensitive and affect employee satisfaction and trust.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Physical Security:<\/b><span style=\"font-weight: 400;\"> Covering blind spots in the store with mirrors, regularly checking that camera systems are active and recording.<\/span><\/li>\n<\/ol>\n<h3><b>Fraud Risks in Human Resources and Payroll Cycle<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">High employee turnover in retail creates fertile ground for HR fraud.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ghost Employees: <\/b><span style=\"font-weight: 400;\">Continuing to pay salaries to employees who have left the company without removing them from the system, and the management receiving this money. Or, falsely claiming to have hired individuals who do not exist (using their identity information).<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Auditing: Cross-checking the payroll list with the actual employees in the store and their social security records. Analyzing salary calculations to identify duplicate accounts.<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Overtime Abuses: <\/b><span style=\"font-weight: 400;\">Recording non-existent overtime hours in the time sheet.\u00a0<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Auditing: Comparing store entry-exit system records with overtime hours reflected in the payroll. Analyzing the correlation between store turnover and working hours.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3><b>Cyber \u200b\u200bRisks and Digital Fraud<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Digitalization has brought new risks with it.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Business Email Security Breach:<\/b><span style=\"font-weight: 400;\"> Convincing the accounting department to make urgent money transfers with fake emails that appear to come from the General Manager or a senior executive.<\/span>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Prevention: Mandatory confirmation via a second channel (telephone) in addition to email for money transfer requests. Use of multi-factor authentication (MFA).\u00a0<\/span><\/li>\n<\/ul>\n<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data Breach: <\/b><span style=\"font-weight: 400;\">Theft of customer credit card information or loyalty program data.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Since cyber risks can take many forms, special attention should be paid to them.<\/span><\/p>\n<h3><b>The Use of Technology in Internal Auditing: Continuous Auditing<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Traditional auditing is retrospective and sampling-based. However, modern auditing can scan the entire universe (100% population) using <\/span><b>Data Analytics<\/b><span style=\"font-weight: 400;\">. Some examples are:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Benford&#8217;s Law Analysis: <\/b><span style=\"font-weight: 400;\">Analysis of whether invoice amounts or transaction numbers conform to a natural distribution.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Exception Reporting: <\/b><span style=\"font-weight: 400;\">Every transaction that deviates from the defined rules (e.g., an invoice issued at midnight on Sunday, a return of the same amount made 3 times on the same day) instantly appears on the auditor&#8217;s screen.<\/span><\/li>\n<\/ul>\n<h2><b>Sustainability, Green Deal and Future Vision<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Sustainability has ceased to be a &#8220;public relations&#8221; effort for the retail sector and has become a parameter that directly affects financial statements. The European Green Deal and the Border Carbon Adjustment Regulation mandate the measurement and reduction of carbon footprint at every link in the supply chain. Recently introduced sustainability regulations are expanding significant obligations and reporting requirements.<\/span><\/p>\n<h3><b>Waste Management and Circular Economy<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">The biggest cost and ethical problem in food retailing is &#8220;Food Waste&#8221;. <\/span><a href=\"https:\/\/report.migros.ch\/2024\/en\/sustainable-development\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Migros<\/span><\/a><span style=\"font-weight: 400;\"> has achieved a significant success in the sector by reducing the food waste rate to 1.18%.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Dynamic Discount:<\/b><span style=\"font-weight: 400;\"> Automatically discounting products nearing their expiration date (STT) through digital labels or mobile applications, incentivizing consumers.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Food Banking: <\/b><span style=\"font-weight: 400;\">Donating food that cannot be sold but is still edible provides tax advantages and reduces waste costs (garbage tax, etc.).<\/span><\/li>\n<\/ul>\n<h3><b>Green Logistics and Energy<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Fleet Transformation: <\/b><span style=\"font-weight: 400;\">The use of electric vehicles in the distribution network reduces fuel costs and ensures compliance with urban emission restrictions. This transformation, which provides operational savings in the short term, strengthens financial sustainability in the long term through reduced total cost of ownership, lower maintenance costs, and compliance with carbon regulations. In addition, less susceptibility to energy price volatility and access to green financing opportunities increase the strategic value of electric fleet investments.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Reducing Plastic Use: <\/b><span style=\"font-weight: 400;\">Incentives for the use of recycled plastic in packaging and reducing the use of plastic bags.<\/span><\/li>\n<\/ul>\n<p><b>Success Story: <\/b><a href=\"https:\/\/teolupus.com\/en\/success-stories\/#perakende-2\"><b>The Power of Quality and Standards in Internal Audit (EQA)<\/b><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Another critical step in managing risks specific to retail dynamics is auditing the audit itself. As Teolupus, we successfully completed an External Quality Assessment (EQA) for the Internal Audit Unit of a retail giant with a widespread store network.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This study measured not only compliance with standards but also integration into governance processes and the ability to meet the expectations of the board of directors. Thanks to action recommendations that align with field realities, the internal audit function has become a &#8220;strategic guide that reinforces trust&#8221; within the organization. As a result, strong governance, effective decision-making, and increased reputation among stakeholders have been achieved.<\/span><\/p>\n<h2><b>Strategic Roadmap for the Board of Directors<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">The factor that will determine the winners in the retail sector in the coming period is the <\/span><b>&#8220;Efficiency-Oriented, Auditable Growth&#8221; <\/b><span style=\"font-weight: 400;\">strategy. Increased turnover alone is not a success criterion; the real success is how much of this turnover is converted into profit and how effectively risks are managed.<\/span><\/p>\n<p><b>TeoLupus Strategic Recommendations:<\/b><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Turn Data into Capital: <\/b><span style=\"font-weight: 400;\">Use customer and operational data not only for reporting but also to predict the future. Prioritize AI investments not as &#8220;nice to have,&#8221; but as &#8220;must-haves.&#8221;<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Invest Strategically in Private Labels: <\/b><span style=\"font-weight: 400;\">Private label products are the insurance of your profitability. Expand your product range and invest in branding without compromising quality.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Position Internal Audit as a Business Partner: <\/b><span style=\"font-weight: 400;\">Empower the internal audit unit not just as a &#8220;police force&#8221; that finds errors, but as a &#8220;strategic consultant&#8221; that identifies inefficiencies in processes and produces solutions. Integrate the checklists presented above into your processes.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Make your supply chain more flexible: <\/b><span style=\"font-weight: 400;\">Shift from static models like Economic Order Quantity to dynamic, probabilistic, and AI-powered inventory models. Inventory is cash; don&#8217;t let it gather dust on shelves.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Invest in people and culture: <\/b><span style=\"font-weight: 400;\">The best security system is honest and motivated employees. Implement continuous training, internalize ethical codes, and establish a fair performance system to reduce the risk of errors and fraud.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">Retail is the art of detail. Retailers who adhere to corporate governance principles, proactively manage risks, internalize digital transformation, and place sustainability at the heart of their business model will emerge stronger from the challenging economic conditions ahead. As TeoLupus, we will continue to guide our business partners on this transformation journey, turning risks into opportunities and building secure futures.\u00a0<\/span><\/p>\n<p><b>Contact Us: <\/b><span style=\"font-weight: 400;\">To discuss how we can make your internal audit and assurance functions more effective, and to learn more about our management consulting services, you can visit our website at<\/span><a href=\"https:\/\/teolupus.com\"><span style=\"font-weight: 400;\"> teolupus.com<\/span><\/a><span style=\"font-weight: 400;\"> or contact our experts directly.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>As the global economy and Turkish markets try to recover from the deep supply chain disruptions caused by the pandemic and the subsequent high inflationary wave, the coming years stand&#8230;<\/p>\n","protected":false},"author":2,"featured_media":9191,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[265],"tags":[],"class_list":{"0":"post-9192","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-article"},"_links":{"self":[{"href":"https:\/\/teolupus.com\/en\/wp-json\/wp\/v2\/posts\/9192","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/teolupus.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/teolupus.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/teolupus.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/teolupus.com\/en\/wp-json\/wp\/v2\/comments?post=9192"}],"version-history":[{"count":1,"href":"https:\/\/teolupus.com\/en\/wp-json\/wp\/v2\/posts\/9192\/revisions"}],"predecessor-version":[{"id":9194,"href":"https:\/\/teolupus.com\/en\/wp-json\/wp\/v2\/posts\/9192\/revisions\/9194"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/teolupus.com\/en\/wp-json\/wp\/v2\/media\/9191"}],"wp:attachment":[{"href":"https:\/\/teolupus.com\/en\/wp-json\/wp\/v2\/media?parent=9192"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/teolupus.com\/en\/wp-json\/wp\/v2\/categories?post=9192"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/teolupus.com\/en\/wp-json\/wp\/v2\/tags?post=9192"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}