Markdown Risk Scoring Market Report 2026

The markdown risk scoring market size has grown rapidly in recent years. It will grow from $1.83 billion in 2025 to $2.11 billion in 2026 at a compound annual growth rate (CAGR) of 15.1%. The growth in the historic period can be attributed to inconsistent pricing strategies, lack of real-time data analytics, limited adoption of predictive modeling, reactive discounting practices, manual reporting and risk assessment.

The markdown risk scoring market size is expected to see rapid growth in the next few years. It will grow to $3.74 billion by 2030 at a compound annual growth rate (CAGR) of 15.3%. The growth in the forecast period can be attributed to adoption of ai-powered pricing tools, integration of markdown scoring with enterprise software, real-time monitoring of discounts and inventory, predictive analytics for demand and revenue optimization, automation of reporting and dashboard systems. Major trends in the forecast period include integration of markdown risk scoring with pricing strategy platforms, real-time analysis of discount depth and timing, predictive modeling of inventory and demand patterns, expansion of automated reporting and dashboard tools, growing focus on brand value preservation and profitability optimization.

The growing frequency and complexity of cyberattacks is expected to propel the growth of the markdown risk scoring market going forward. Cyberattacks refer to malicious activities carried out by individuals or groups to infiltrate, disrupt, or damage computer systems, networks, or digital data, often driven by financial motives, espionage, or sabotage. The rising frequency and sophistication of cyberattacks are primarily attributed to continuous advancements in hacking tools and methodologies, which enable threat actors to circumvent conventional security frameworks and execute more targeted and complex digital intrusions, thereby contributing to the escalating threat landscape. Markdown risk scoring supports organizations in mitigating cyberattack risks by systematically assessing and prioritizing vulnerabilities, enabling proactive risk management and strengthening defenses against increasingly advanced digital threats. For instance, in April 2025, according to the Federal Bureau of Investigation (FBI), a US-based government agency, the number of cybercrime complaints increased to 859,532 in 2024, with reported losses exceeding $16.6 billion, reflecting a 33% rise compared to 2023, thereby supporting the growing need for advanced risk assessment solutions. Therefore, the increasing frequency and sophistication of cyberattacks is driving the growth of the markdown risk scoring market.

The increasing adoption of cloud computing is expected to propel the growth of the markdown risk scoring market going forward. Cloud computing refers to the provision of computing services, including servers, storage, databases, networking, and software, over the internet on a pay-as-you-go model. The adoption of cloud computing is expanding due to ongoing digital transformation initiatives, as organizations transition to cloud-based infrastructures to enhance scalability, optimize operational costs, and support flexible work environments, thereby contributing to market expansion. Cloud computing supports markdown risk scoring by offering scalable data storage, real-time processing capabilities, and advanced analytics tools, enabling organizations to efficiently gather, process, and interpret large volumes of pricing and inventory data to identify risks and optimize markdown strategies. For instance, according to the 2024 ABA Legal Technology Survey Report, published by the Legal Technology Resource Center of the American Bar Association, a US-based voluntary association of lawyers, approximately 75% of attorneys reported utilizing cloud computing for work-related activities, up from 69% in 2023 and around 70% in 2022, thereby supporting increased adoption trends. Therefore, the increasing adoption of cloud computing is driving the growth of the markdown risk scoring market.

The transition towards hybrid and remote work models is expected to propel the growth of the markdown risk scoring market going forward. Hybrid and remote work models refer to work arrangements where employees operate partially or entirely outside traditional office environments. The adoption of hybrid and remote work models is increasing as organizations emphasize flexibility to enhance employee work-life balance and adapt to post-pandemic operational structures, thereby contributing to evolving workplace dynamics. Markdown risk scoring supports hybrid and remote work environments by enabling organizations to effectively evaluate and manage risks across distributed operational settings, ensuring consistent performance, regulatory compliance, and security across both remote and on-site teams. For instance, in February 2023, according to the Office for National Statistics, a UK-based government department, among adults who were employed in the previous seven days, 16% worked exclusively from home, while 28% adopted a hybrid approach combining remote work with commuting between September 2022 and January 2023, thereby supporting the increasing shift toward flexible work arrangements. Therefore, the transition towards hybrid and remote work models is driving the growth of the markdown risk scoring market.

Major companies operating in the markdown risk scoring market are International Business Machines Corporation, Oracle Corporation, SAP SE, Fiserv Inc., S&P Global Inc., Experian plc, Moody’s Analytics Inc., Equifax Inc., AcuityTec Solutions Pvt. Ltd., TransUnion LLC, SAS Institute Inc., LexisNexis Risk Solutions Inc., Fair Isaac Corporation (FICO), Pegasystems Inc., NICE Actimize, Riskified Inc., Provenir Inc., Zest AI, Actico GmbH, Trusting Social.

North America was the largest region in the markdown risk scoring market in 2025. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the markdown risk scoring market report are Asia-Pacific, South East Asia, Western Europe, Eastern Europe, North America, South America, Middle East, Africa. The countries covered in the markdown risk scoring market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Taiwan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The markdown risk scoring market includes revenues earned by entities through markdown optimization and pricing analytics, predictive demand and sales forecasting, scenario simulation and financial impact modeling, real-time performance monitoring, automated markdown recommendation engines, inventory clearance and stock rotation planning, and promotional effectiveness analysis. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

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