Internet of Things (IoT) in Retail Market
By Component;
Hardware, Software and Services-[Managed Services and Professional Services]By Application;
Smart Shelf & Inventory Management, Asset Tracking & Fleet Management, Predictive Equipment Maintenance, Smart Checkout & POS, Customer Engagement & Marketing and Energy & Facility ManagementBy Technology;
RFID, Bluetooth Low Energy (BLE) Beacons, Wi-Fi, Zigbee & Z-Wave, NFC, 5G & Cellular IoT (NB-IoT, LTE-M) and Computer Vision & AI CamerasBy Deployment Mode;
On-Premises, Cloud and EdgeBy Retail Format;
Supermarkets & Hypermarkets, Convenience Stores, Specialty Stores, Department Stores and eCommerce Warehouses & Dark StoresBy Geography;
North America, Europe, Asia Pacific, Middle East & Africa and Latin America - Report Timeline (2021 - 2031)Internet of Things (IoT) in Retail Market Overview
Internet of Things (IoT) in Retail Market (USD Million)
Internet of Things (IoT) in Retail Market was valued at USD 48,527.45 million in the year 2024. The size of this market is expected to increase to USD 218,745.57 million by the year 2031, while growing at a Compounded Annual Growth Rate (CAGR) of 24.0%.
Internet of Things (IoT) in Retail Market
*Market size in USD million
CAGR 24.0 %
| Study Period | 2025 - 2031 |
|---|---|
| Base Year | 2024 |
| CAGR (%) | 24.0 % |
| Market Size (2024) | USD 48,527.45 Million |
| Market Size (2031) | USD 218,745.57 Million |
| Market Concentration | Low |
| Report Pages | 347 |
Major Players
- Losant IoT
- Microsoft Corporation
- NXP Semiconductors
- PTC Inc.
- RetailNext, Inc.
- SAP SE
- Softweb Solutions Inc.
- Verizon Communications, Inc.
- Zebra Technologies Corporation
Market Concentration
Consolidated - Market dominated by 1 - 5 major players
Internet of Things (IoT) in Retail Market
Fragmented - Highly competitive market without dominant players
The Internet of Things (IoT) in Retail Market is growing quickly as retailers adopt connected systems to improve efficiency and customer engagement. Nearly 61% of retail businesses are deploying IoT-powered tools such as automated checkouts, real-time tracking, and smart shelves to streamline operations and deliver seamless shopping experiences.
Enhancing Customer Experience
The impact of IoT in retail is evident in the transformation of customer service. Around 58% of shoppers engage with IoT-driven solutions like personalized promotions, smart kiosks, and mobile applications. These interactions help retailers build stronger customer connections and deliver highly tailored shopping journeys.
Optimizing Inventory and Supply Chain
The use of IoT sensors and RFID tags is reshaping inventory and supply chain management. Nearly 55% of retailers rely on connected solutions to track stock levels, automate replenishment, and reduce errors. This precision enhances supply chain transparency and ensures reliable product availability.
Boosting In-Store Efficiency
Retailers are increasingly deploying IoT-enabled devices to optimize in-store performance. Approximately 47% of outlets utilize smart lighting, connected HVAC systems, and energy management solutions to reduce costs and improve customer environments. These advancements highlight IoT’s role in operational excellence.
Internet of Things (IoT) in Retail Market Recent Developments
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In January 2023, Wiliot, a pioneer in the Internet of Things (IoT), announced the launch of its Innovation Kit, designed to help businesses of all sizes and budgets explore and develop ambient IoT solutions. This initiative enables companies across sectors such as retail, supply chain, CPG, healthcare, and agriculture to address major industry challenges through intelligent connectivity.
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In January 2023, Energous Corporation, a leader in wireless power networks, partnered with SATO Holdings Corporation, a key provider of auto-ID and labeling solutions. The collaboration focuses on developing integrated smart store solutions by combining Energous' 1W WattUp PowerBridge transmitters with advanced IoT technologies, paving the way for next-generation retail innovations.
Internet of Things (IoT) in Retail Market Segment Analysis
In this report, the Internet of Things (IoT) in Retail Market has been segmented by Component, Application, Technology, Deployment Mode, Retail Format and Geography.
Internet of Things (IoT) in Retail Market, Segmentation by Component
The Component axis outlines how value accrues across Hardware, Software, and Services, shaping investment focus and vendor differentiation. Retailers balance device rollouts with scalable platforms that enable real-time analytics, automation, and store-level optimization. Services underpin outcomes through integration, lifecycle support, and governance, ensuring that complex, multi-site deployments deliver operational efficiency, loss prevention, and customer experience gains sustainably.
Hardware
Hardware includes sensors, gateways, edge devices, cameras, beacons, and smart shelves that capture and transmit in-store signals at scale. Retailers prioritize ruggedized designs, extended power options, and standards-based connectivity to reduce downtime and simplify rollouts across diverse footprints. Strategic buying favors modular components and edge compute capabilities to support local inference, enabling faster decisions for inventory accuracy, shrink reduction, and queue management without overloading networks.
Software
Software spans device orchestration, data platforms, analytics suites, and applications that convert signals into actionable insights. Modern stacks emphasize API-first integration, multi-cloud portability, and zero-trust security to unify store, supply chain, and eCommerce operations. Retailers look for configurable rules engines and AI/ML pipelines that automate replenishment, personalize engagement, and enhance operational visibility while aligning with compliance and data residency requirements.
Services
Services ensure project success across planning, rollout, and optimization, reducing risk and accelerating time-to-value. Retailers depend on partners for site surveys, systems integration, and managed operations that maintain performance across distributed estates. Emphasis is placed on outcome-based SLAs, proactive monitoring, and security hardening, enabling continuous improvement and predictable costs as estates scale.
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Managed Services
Providers deliver end-to-end 24/7 monitoring, firmware management, and incident response to keep devices, gateways, and applications healthy across sites. This model offloads operational complexity, standardizes patch management, and enforces policy compliance at scale. Retailers benefit from predictable OPEX, faster remediation, and continuous tuning that aligns performance to evolving store operations and merchandising priorities.
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Professional Services
Specialists handle consulting, design & integration, and deployment to align solutions with store archetypes and network constraints. Engagements typically include architecture blueprints, security assessments, and change management to ensure adoption by store associates and IT. Post-go-live, teams deliver analytics enablement and training that translate device data into measurable KPIs and continuous value realization.
Internet of Things (IoT) in Retail Market, Segmentation by Application
The Application view maps IoT capabilities to priority retail outcomes spanning inventory accuracy, asset utilization, labor productivity, and customer experience. Solutions are deployed in phased roadmaps, often starting with high-ROI use cases and expanding via shared infrastructure. Successful programs standardize data models and governance so insights travel across stores and channels, enabling automation, personalization, and energy optimization at enterprise scale.
Smart Shelf & Inventory Management
Smart shelves, weight sensors, and vision systems deliver real-time stock visibility and automated alerts to cut out-of-stocks and overstock. Integration with planograms and replenishment systems triggers guided workflows for associates, reducing shrink and improving on-shelf availability. Retailers pair these insights with demand sensing to align inventory to local traffic patterns and promotions.
Asset Tracking & Fleet Management
Tracking solutions monitor carts, roll cages, refrigerated units, and delivery fleets to enhance utilization and reduce loss. Geofencing and condition monitoring enable proactive maintenance, while analytics surface idle assets and route inefficiencies. The result is tighter capital efficiency, improved on-time delivery, and better compliance for temperature-sensitive goods.
Predictive Equipment Maintenance
IoT sensors on HVAC, refrigeration, and POS peripherals detect anomalies early, enabling predictive maintenance that reduces downtime and costly emergency repairs. Edge analytics filter noise and escalate only high-value signals to centralized teams, aligning parts and labor scheduling. Retailers gain higher asset uptime, longer equipment life, and stabilized in-store experiences.
Smart Checkout & POS
Connected self-checkout, computer vision, and POS telemetry streamline payment, optimize lane staffing, and mitigate fraud. Real-time monitoring speeds resolution of device faults and integrates with queue management to balance service levels. Deployments tie into loyalty platforms to preserve conversion while lowering friction at peak periods.
Customer Engagement & Marketing
In-store location signals, beacon triggers, and AI-driven recommendations personalize offers and content. Retailers orchestrate context-aware experiences across mobile apps, digital signage, and associate devices, respecting privacy and consent. Measurement frameworks attribute uplift to campaigns, closing the loop between traffic, dwell, and basket size.
Energy & Facility Management
Building sensors, smart meters, and automated controls optimize lighting, refrigeration, and HVAC for comfort and cost. Algorithms adjust setpoints to weather and footfall, while fault detection & diagnostics prioritize actions for facilities teams. Outcomes include lower energy intensity, improved ESG performance, and compliance with evolving sustainability mandates.
Internet of Things (IoT) in Retail Market, Segmentation by Technology
The Technology axis covers connectivity and intelligence layers that determine coverage, latency, and TCO. Retailers blend short-range standards for in-store precision with wide-area options for logistics and last-mile, while computer vision augments sensing with AI recognition. Choices hinge on power budgets, interference profiles, and security, with architectures increasingly leveraging edge AI to reduce backhaul and protect sensitive data.
RFID
RFID underpins item-level visibility, enabling rapid cycle counts, smart receiving, and automated replenishment. UHF deployments align with apparel and general merchandise, while cold-chain cases leverage specialized tags. Integration with WMS and POS yields consistent inventory truth across channels, supporting BOPIS accuracy and returns handling.
Bluetooth Low Energy (BLE) Beacons
BLE beacons provide cost-effective micro-location for wayfinding, dwell analytics, and tailored promotions. Battery-efficient designs and centralized management reduce upkeep, while privacy frameworks govern opt-in engagement. Retailers often combine BLE with app analytics to connect in-store behavior with loyalty insights.
Wi-Fi
Wi-Fi powers back-office devices, guest access, and location analytics without additional radios. Modern controllers enhance QoS, segmentation, and security, supporting dense device estates and rich media displays. Integration with SD-WAN improves resilience and policy enforcement across distributed sites.
Zigbee & Z-Wave
Zigbee & Z-Wave enable low-power mesh networks for sensors, lighting, and environmental monitoring. Their reliability and simplicity suit retrofits where cabling is impractical, while gateways bridge to IP networks securely. Retailers value the ecosystem breadth and interoperability with building controls and smart fixtures.
NFC
NFC supports tap-based interactions for payments, product information, and authentication. It enhances consumer trust via provenance checks and enables quick, hygienic experiences at shelf and checkout. Pairing NFC with packaging and loyalty apps deepens post-purchase engagement.
5G & Cellular IoT (NB-IoT, LTE-M)
5G & Cellular IoT extend reach beyond store walls for logistics, pop-ups, and resilient backup connectivity. NB-IoT and LTE-M offer low-power wide-area options for asset tracking and metering, while 5G adds bandwidth for video analytics and rapid provisioning. Private cellular augments coverage, tightening SLA control for mission-critical applications.
Computer Vision & AI Cameras
Computer vision transforms video into structured events for loss prevention, planogram compliance, and smart checkout. Edge inferencing reduces latency and safeguards privacy, while model lifecycle management sustains accuracy across changing store layouts. When fused with POS and inventory data, vision insights unlock measurable conversion and labor savings.
Internet of Things (IoT) in Retail Market, Segmentation by Deployment Mode
The Deployment Mode axis reflects how retailers balance control, scalability, and data governance. On-Premises favors tight latency control and local processing, Cloud accelerates innovation and ecosystem access, and Edge distributes intelligence to where events occur. Many adopt hybrid patterns to align costs, security, and performance with store archetypes and regulatory constraints.
On-Premises
On-Premises deployments centralize sensitive workloads within the store or data center, supporting deterministic latency for control loops and vision. Retailers maintain direct oversight of network segmentation and identity, aligning with strict compliance. This model suits environments requiring bespoke integrations and offline continuity.
Cloud
Cloud models speed feature delivery, enabling elastic analytics, cross-store benchmarking, and rapid service rollout. Native services and serverless patterns reduce undifferentiated heavy lifting, while unified observability enhances reliability. Governance frameworks manage PII, encryption, and regional residency across global estates.
Edge
Edge deployment brings inference and decisioning to the store, minimizing backhaul and preserving privacy. It supports real-time control for refrigeration, robotics, and checkout while synchronizing summaries to cloud analytics. Retailers adopt centralized orchestration for fleet management and secure software updates over constrained links.
Internet of Things (IoT) in Retail Market, Segmentation by Retail Format
The Retail Format axis tailors IoT strategies to traffic patterns, assortment complexity, and labor models. Formats with high SKU density emphasize inventory precision and planogram compliance, while convenience-oriented stores prioritize frictionless checkout and uptime. Warehouses and dark stores leverage automation and telemetry to accelerate fulfillment and reduce operating costs.
Supermarkets & Hypermarkets
Large formats deploy smart shelves, refrigeration monitoring, and vision-assisted loss prevention to manage complexity at scale. IoT orchestration harmonizes facilities, merchandising, and labor, improving on-shelf availability and freshness. Integration with loyalty and pricing systems enables dynamic actions that elevate basket size and margin.
Convenience Stores
Convenience stores favor compact, high-availability solutions such as smart checkout, remote refrigeration alerts, and energy controls. Lightweight devices with managed connectivity reduce truck rolls, while analytics optimize assortments by micro-market. The focus is delivering speed and operational simplicity with minimal footprint.
Specialty Stores
Specialty retailers deploy beacons, clienteling apps, and fitting-room analytics to personalize service. IoT supports product authentication, guided discovery, and experiential merchandising tied to brand storytelling. Staff productivity tools translate signals into high-touch interactions that lift conversion.
Department Stores
Department stores use vision, asset tracking, and digital signage to modernize legacy footprints. Integrations align cross-floor operations, enabling dynamic staffing and proactive maintenance of escalators and fixtures. Unified analytics bridge eCommerce and in-store behavior to inform space allocation and promotions.
eCommerce Warehouses & Dark Stores
Warehouses & dark stores leverage sensors, AMRs, and computer vision to streamline picking, packing, and cold-chain compliance. Telemetry guides slotting and labor planning, while predictive maintenance keeps automation assets at peak performance. These sites depend on resilient networks and edge orchestration to sustain throughput.
Internet of Things (IoT) in Retail Market, Segmentation by Geography
In this report, the Internet of Things (IoT) in Retail Market has been segmented by Geography into five regions: North America, Europe, Asia Pacific, Middle East and Africa and Latin America.
Regions and Countries Analyzed in this Report
North America
North America emphasizes modernization of legacy estates with RFID, computer vision, and edge analytics across grocery and specialty chains. Retailers pursue loss prevention and labor productivity gains while strengthening data privacy and zero-trust architectures. Partnerships with cloud and telecom providers accelerate pilots into scaled programs with robust observability and SLA management.
Europe
Europe prioritizes energy efficiency, sustainability, and privacy-by-design, aligning IoT with building codes and ESG targets. Multi-country retailers favor interoperable platforms that respect data residency and support multilingual operations. Investments focus on smart facilities, automated inventory accuracy, and customer experiences that comply with stringent regulatory frameworks.
Asia Pacific
Asia Pacific features rapid greenfield expansion and high adoption of mobile-first engagement, enabling innovative checkout and fulfillment models. Dense urban markets reward edge-heavy architectures and computer vision for throughput and safety. Ecosystems of device makers and integrators support cost-effective scale across supermarkets, convenience, and eCommerce hubs.
Middle East & Africa
Middle East & Africa invest in modern retail formats and mixed-use developments where smart buildings and retail IoT converge. Focus areas include energy optimization, refrigeration monitoring for fresh categories, and computer vision for safety and shrink control. Public-private initiatives and new malls accelerate deployments with managed connectivity and secure cloud backbones.
Latin America
Latin America advances IoT through selective, ROI-driven rollouts that enhance uptime and reduce shrink in diverse operating conditions. Retailers favor cellular IoT for resilient connectivity and managed services to overcome skills gaps. Emphasis on predictive maintenance and inventory visibility supports growth while navigating infrastructure variability and cost sensitivities.
IoT in Retail Market Forces
This report provides an in depth analysis of various factors that impact the dynamics of IoT in Retail Market. These factors include; Market Drivers, Restraints and Opportunities Analysis.
Comprehensive Market Impact Matrix
This matrix outlines how core market forces—Drivers, Restraints, and Opportunities—affect key business dimensions including Growth, Competition, Customer Behavior, Regulation, and Innovation.
| Market Forces ↓ / Impact Areas → | Market Growth Rate | Competitive Landscape | Customer Behavior | Regulatory Influence | Innovation Potential |
|---|---|---|---|---|---|
| Drivers | High impact (e.g., tech adoption, rising demand) | Encourages new entrants and fosters expansion | Increases usage and enhances demand elasticity | Often aligns with progressive policy trends | Fuels R&D initiatives and product development |
| Restraints | Slows growth (e.g., high costs, supply chain issues) | Raises entry barriers and may drive market consolidation | Deters consumption due to friction or low awareness | Introduces compliance hurdles and regulatory risks | Limits innovation appetite and risk tolerance |
| Opportunities | Unlocks new segments or untapped geographies | Creates white space for innovation and M&A | Opens new use cases and shifts consumer preferences | Policy shifts may offer strategic advantages | Sparks disruptive innovation and strategic alliances |
Drivers, Restraints and Opportunities Analysis
Drivers
- Sustainability Initiatives
- Optimized Operations
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Enhanced Customer Experience -In the retail market, the integration of IoT (Internet of Things) technologies has revolutionized the customer experience in numerous positive ways. Firstly, IoT enables personalized shopping experiences through data collection and analysis, allowing retailers to understand individual preferences and tailor recommendations accordingly. This customization enhances customer satisfaction and loyalty. IoT facilitates seamless inventory management, ensuring products are always available when needed. Real-time tracking of inventory levels prevents stockouts and overstock situations, optimizing shelf availability and ultimately enhancing customer convenience.
IoT-driven smart devices like beacons and sensors enable location-based services, guiding customers within stores and providing relevant promotions or information based on their exact location. This feature streamlines the shopping process and increases engagement. IoT enhances operational efficiency by automating routine tasks such as replenishment orders or maintenance alerts, freeing up staff to focus on providing high-quality customer service.Furthermore, IoT-enabled checkout processes, such as self-checkout counters or mobile payments, reduce waiting times, enhancing the overall shopping experience.Overall, the integration of IoT in the retail market positively impacts customer experience by offering personalization, convenience, efficiency, and engagement, thereby fostering customer satisfaction and loyalty.
Restraints
- Complexity and Integration Challenges
- Environmental Impact
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Data Overload and Analysis- The IoT (Internet of Things) revolution in the retail market brings along a plethora of challenges and negative factors. Data overload is a significant concern, as the sheer volume of data generated by IoT devices can overwhelm retail businesses, making it difficult to extract meaningful insights efficiently. This overload can lead to analysis paralysis, where decision-makers struggle to sift through the data to identify actionable trends and patterns. Additionally, security vulnerabilities pose a significant risk in IoT retail environments.
With numerous interconnected devices collecting sensitive customer data, the potential for data breaches and cyber-attacks increases substantially. These breaches not only compromise customer privacy but also damage the reputation and trustworthiness of the retail brand. Furthermore, interoperability issues among different IoT devices and platforms can hinder seamless integration and data sharing, creating silos of information that impede comprehensive analysis. Moreover, the high costs associated with implementing and maintaining IoT infrastructure, including device installation, connectivity, and software development, present financial challenges for retailers, particularly smaller businesses with limited resources. Overall, while IoT technology offers immense potential in the retail sector, these negative factors must be carefully managed to realize its full benefits.
Opportunities
- Omni-channel Integration
- New Revenue Streams
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Data-driven Decision Making-In the IoT (Internet of Things) retail market, data-driven decision-making brings transformative benefits. Firstly, it offers deep insights into customer behavior, preferences, and demographics, enabling tailored marketing strategies. Real-time inventory tracking ensures optimal stock levels, reducing costs and enhancing efficiency. Personalized shopping experiences, driven by data analytics, cultivate customer loyalty.
Operational processes like supply chain management and logistics are streamlined, leading to cost savings. Predictive analytics enable retailers to forecast demand accurately, optimizing pricing and promotions. Enhanced security measures, facilitated by IoT devices, protect physical and digital assets from theft and fraud. Overall, data-driven decision-making in IoT retail empowers businesses to remain competitive, elevate customer experiences, and foster sustainable growth.
Internet of Things (IoT) in Retail Market Competitive Landscape Analysis
Internet of Things (IoT) in Retail Market is witnessing intensifying competition among technology providers, retail solution developers, and system integrators. Nearly 64% of the market share is dominated by established players, while 36% is contributed by emerging enterprises. This competitive environment drives innovation, strategic collaboration, and adaptive strategies, ensuring consistent growth in connected retail ecosystems.
Market Structure and Concentration
The market demonstrates a moderately consolidated structure, with about 63% led by multinational IoT and retail technology firms. Smaller enterprises represent 37%, focusing on niche services and region-specific applications. Frequent merger actions and strategic partnerships expand digital portfolios and strengthen infrastructure. This structure sustains growth while promoting collaboration across IoT-enabled retail operations.
Brand and Channel Strategies
Around 66% of companies emphasize brand reliability by offering seamless connectivity, customer personalization, and secure platforms. Distribution relies on partnerships with retailers, e-commerce firms, and technology resellers. Nearly 34% of firms implement digital strategies to enhance customer engagement and optimize supply chains. These methods drive expansion and ensure long-term growth in retail IoT adoption.
Innovation Drivers and Technological Advancements
Nearly 72% of enterprises focus on innovation in smart shelves, AI-driven analytics, and RFID solutions. Technological advancements in cloud computing, edge devices, and real-time monitoring improve efficiency and customer experience. Around 47% of firms pursue R&D collaboration with software developers and retailers. These initiatives strengthen partnerships and accelerate growth in IoT-driven retail solutions.
Regional Momentum and Expansion
North America accounts for nearly 45% of the market, emphasizing retail innovation and digital strategies. Europe contributes about 32%, focusing on regulatory collaboration and smart retail adoption. Asia-Pacific represents 23%, showcasing rapid expansion in e-commerce and connected store solutions. Regional partnerships support diversified growth in IoT-enabled retail markets.
Future Outlook
The future outlook highlights ongoing innovation, with nearly 63% of companies investing in AI-powered personalization, blockchain traceability, and cloud-based retail ecosystems. Expanding collaboration and cross-sector partnerships will enhance adoption and competitiveness. Around 55% of projected growth will be shaped by technological advancements and regional expansion, ensuring the long-term sustainability of the Internet of Things in retail market.
Key players in Internet of Things (IoT) in Retail Market include:
- Microsoft Corporation
- Amazon Web Services (AWS)
- IBM Corporation
- Intel Corporation
- PTC Inc.
- Huawei Technologies Co. Ltd.
- Sierra Wireless
- SAP SE
- Software AG
- Bosch.IO GmbH
- Google LLC
- NEC Corporation
- Oracle Corporation
- AT&T Inc.
- Verizon Communications Inc.
In this report, the profile of each market player provides following information:
- Market Share Analysis
- Company Overview and Product Portfolio
- Key Developments
- Financial Overview
- Strategies
- Company SWOT Analysis
- Introduction
- Research Objectives and Assumptions
- Research Methodology
- Abbreviations
- Market Definition & Study Scope
- Executive Summary
- Market Snapshot, By Component
- Market Snapshot, By Application
- Market Snapshot, By Technology
- Market Snapshot, By Deployment Mode
- Market Snapshot, By Retail Format
- Market Snapshot, By Region
- IoT in Retail Market Dynamics
- Drivers, Restraints and Opportunities
- Drivers
- Restraints
- Opportunities
- PEST Analysis
- Political Analysis
- Economic Analysis
- Social Analysis
- Technological Analysis
- Porter's Analysis
- Bargaining Power of Suppliers
- Bargaining Power of Buyers
- Threat of Substitutes
- Threat of New Entrants
- Competitive Rivalry
- Drivers, Restraints and Opportunities
- Market Segmentation
- Internet of Things (IoT) in Retail Market, By Component, 2021 - 2031 (USD Million)
- Hardware
- Software
- Services
- Managed Services
- Professional Services
- Internet of Things (IoT) in Retail Market, By Application, 2021 - 2031 (USD Million)
- Smart Shelf & Inventory Management
- Asset Tracking & Fleet Management
- Predictive Equipment Maintenance
- Smart Checkout & POS
- Customer Engagement & Marketing
- Energy & Facility Management
- Internet of Things (IoT) in Retail Market, By Technology, 2021 - 2031 (USD Million)
- RFID
- Bluetooth Low Energy (BLE) Beacons
- Wi-Fi
- Zigbee & Z-Wave
- NFC
- 5G & Cellular IoT (NB-IoT, LTE-M)
- Computer Vision & AI Cameras
- Internet of Things (IoT) in Retail Market, By Deployment Mode, 2021 - 2031 (USD Million)
- On-Premises
- Cloud
- Edge
- Internet of Things (IoT) in Retail Market, By Retail Format, 2021 - 2031 (USD Million)
- Supermarkets & Hypermarkets
- Convenience Stores
- Specialty Stores
- Department Stores
- eCommerce Warehouses & Dark Stores
- Internet of Things (IoT) in Retail Market, By Geography, 2021 - 2031 (USD Million)
- North America
- United States
- Canada
- Europe
- Germany
- United Kingdom
- France
- Italy
- Spain
- Nordic
- Benelux
- Rest of Europe
- Asia Pacific
- Japan
- China
- India
- Australia & New Zealand
- South Korea
- ASEAN (Association of South East Asian Countries)
- Rest of Asia Pacific
- Middle East & Africa
- GCC
- Israel
- South Africa
- Rest of Middle East & Africa
- Latin America
- Brazil
- Mexico
- Argentina
- Rest of Latin America
- North America
- Internet of Things (IoT) in Retail Market, By Component, 2021 - 2031 (USD Million)
- Competitive Landscape
- Company Profiles
- Microsoft Corporation
- Amazon Web Services (AWS)
- IBM Corporation
- Intel Corporation
- PTC Inc.
- Huawei Technologies Co. Ltd.
- Sierra Wireless
- SAP SE
- Software AG
- Bosch.IO GmbH
- Google LLC
- NEC Corporation
- Oracle Corporation
- AT&T Inc.
- Verizon Communications Inc.
- Company Profiles
- Analyst Views
- Future Outlook of the Market

