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Indoor LBS Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2023-2028

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    Report

  • 139 Pages
  • July 2023
  • Region: Global
  • IMARC Group
  • ID: 5615022
The global indoor LBS market size reached US$ 13.0 Billion in 2022. Looking forward, the publisher expects the market to reach US$ 40.7 Billion by 2028, exhibiting a growth rate (CAGR) of 19.7% during 2023-2028.

Indoor location-based services (LBS) refer to a technological solution that is used to track the location of an object or an individual inside an enclosed space. These solutions are confined to small geographical perimeters and operate through wireless networks, such as Wi-Fi, global positioning system (GPS), microelectronic mechanical system (MEMS) and wireless local area networks (WLAN). They also provide customized information to smartphone users depending upon their location, including mapping and navigation, in-store product search, Bluetooth-assisted proximity services and mobile payments. They find extensive applications across various industries, including aerospace, defense, healthcare, retail, hospitality and transportation.

Indoor LBS Market Industry Trends:

Rapid industrialization and urbanization across the globe are among the key factors driving the growth of the market. Significant infrastructure development and utilization of geospatial data in retail malls, recreational parks, educational institutes, commercial complexes and hospitals, are also providing a boost to the market growth. Furthermore, the increasing penetration of connected devices, such as smartphones and tablets, along with the proliferation of social media platforms, is providing a boost to the market growth. These platforms aid marketers in conducting efficient geo-marketing by targeting potential customers through social check-ins and engaging with their audience by offering customized offers. Additionally, the increasing utilization of 5G technology for LBS is acting as another growth-inducing factor. Indoor LBS provides enhanced assistance and security to the authorities for monitoring and tracking public activities. Other factors, including the widespread utilization of cloud computing, artificial intelligence (AI) and big data tools for business process optimization and determining the most efficient plan layout for implementing lean manufacturing tools and processes, are projected to drive the market further.

Key Market Segmentation:

The publisher provides an analysis of the key trends in each sub-segment of the global indoor LBS market report, along with forecasts at the global, regional and country level from 2023-2028. Our report has categorized the market based on solution type, technology, application and vertical.

Breakup by Solution Type:

  • Analytics and Insights
  • Campaign Management
  • Enterprise Services
  • Location and Alerts
  • Maps
  • Proximity Beacons
  • Others
  • Automotive Services
  • Consumer Services
  • Location-based Advertising Services
  • Precision Geo-targeting
  • Secure Transactions and Redemptions
  • Others

Breakup by Technology:

  • Context Aware Technology
  • OTDOA and E-OTDOA
  • RFID and NFC
  • Satellite, Microwave and Infrared Sensing
  • Others (Wi-Fi/WLAN, UWB, BT/BLE, Beacons, A-GPS, etc.)

Breakup by Application:

  • Monitoring
  • Navigation
  • Tracking
  • Analytics
  • Others

Breakup by Vertical:

  • Retail
  • Transportation and Logistics
  • Media and Entertainment
  • Healthcare and Life Sciences
  • Government and Public Buildings
  • Aerospace and Defense
  • BFSI
  • Others

Breakup by Region:

  • North America
  • United States
  • Canada
  • Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Australia
  • Indonesia
  • Others
  • Europe
  • Germany
  • France
  • United Kingdom
  • Italy
  • Spain
  • Russia
  • Others
  • Latin America
  • Brazil
  • Mexico
  • Others
  • Middle East and Africa

Competitive Landscape:

The competitive landscape of the industry has also been examined with some of the key players being Apple, Cisco Systems Inc., GloPos Technologies, Google LLC, IndoorAtlas Ltd, Micello Inc., Microsoft Corporation, Navizon Inc., Ruckus Wireless, YOOSE Pte. Ltd., etc.

Key Questions Answered in This Report

1. What is the market size for the global indoor LBS market in 2022?
2. What is the global indoor LBS market growth during 2023-2028?
3. What are the global indoor LBS market drivers?
4. What are the key industry trends in the global indoor LBS market?
5. What is the impact of COVID-19 on the global indoor LBS market?
6. What is the global indoor LBS market breakup by solution type?
7. What is the global indoor LBS market breakup by technology?
8. What is the global indoor LBS market breakup by application?
9. What is the global indoor LBS market breakup by vertical?
10. What are the major regions in the global indoor LBS market?
11. Who are the key companies/players in the global indoor LBS market?

Table of Contents

1 Preface
2 Scope and Methodology
2.1 Objectives of the Study
2.2 Stakeholders
2.3 Data Sources
2.3.1 Primary Sources
2.3.2 Secondary Sources
2.4 Market Estimation
2.4.1 Bottom-Up Approach
2.4.2 Top-Down Approach
2.5 Forecasting Methodology
3 Executive Summary
4 Introduction
4.1 Overview
4.2 Key Industry Trends
5 Global Indoor LBS Market
5.1 Market Overview
5.2 Market Performance
5.3 Impact of COVID-19
5.4 Market Forecast
6 Market Breakup by Solution Type
6.1 Analytics and Insights
6.1.1 Market Trends
6.1.2 Market Forecast
6.2 Campaign Management
6.2.1 Market Trends
6.2.2 Market Forecast
6.3 Enterprise Services
6.3.1 Market Trends
6.3.2 Market Forecast
6.4 Location and Alerts
6.4.1 Market Trends
6.4.2 Market Forecast
6.5 Maps
6.5.1 Market Trends
6.5.2 Market Forecast
6.6 Proximity Beacons
6.6.1 Market Trends
6.6.2 Market Forecast
6.7 Others
6.7.1 Market Trends
6.7.2 Major Types
6.7.2.1 Automotive Services
6.7.2.2 Consumer Services
6.7.2.3 Location-based Advertising Services
6.7.2.4 Precision Geo-targeting
6.7.2.5 Secure Transactions and Redemptions
6.7.2.6 Others
6.7.3 Market Forecast
7 Market Breakup by Technology
7.1 Context Aware Technology
7.1.1 Market Trends
7.1.2 Market Forecast
7.2 OTDOA and E-OTDOA
7.2.1 Market Trends
7.2.2 Market Forecast
7.3 RFID and NFC
7.3.1 Market Trends
7.3.2 Market Forecast
7.4 Satellite, Microwave and Infrared Sensing
7.4.1 Market Trends
7.4.2 Market Forecast
7.5 Others (Wi-Fi/WLAN, UWB, BT/BLE, Beacons, A-GPS, etc.)
7.5.1 Market Trends
7.5.2 Market Forecast
8 Market Breakup by Application
8.1 Monitoring
8.1.1 Market Trends
8.1.2 Market Forecast
8.2 Navigation
8.2.1 Market Trends
8.2.2 Market Forecast
8.3 Tracking
8.3.1 Market Trends
8.3.2 Market Forecast
8.4 Analytics
8.4.1 Market Trends
8.4.2 Market Forecast
8.5 Others
8.5.1 Market Trends
8.5.2 Market Forecast
9 Market Breakup by Vertical
9.1 Retail
9.1.1 Market Trends
9.1.2 Market Forecast
9.2 Transportation and Logistics
9.2.1 Market Trends
9.2.2 Market Forecast
9.3 Media and Entertainment
9.3.1 Market Trends
9.3.2 Market Forecast
9.4 Healthcare and Life Sciences
9.4.1 Market Trends
9.4.2 Market Forecast
9.5 Government and Public Buildings
9.5.1 Market Trends
9.5.2 Market Forecast
9.6 Aerospace and Defense
9.6.1 Market Trends
9.6.2 Market Forecast
9.7 BFSI
9.7.1 Market Trends
9.7.2 Market Forecast
9.8 Others
9.8.1 Market Trends
9.8.2 Market Forecast
10 Market Breakup by Region
10.1 North America
10.1.1 United States
10.1.1.1 Market Trends
10.1.1.2 Market Forecast
10.1.2 Canada
10.1.2.1 Market Trends
10.1.2.2 Market Forecast
10.2 Asia Pacific
10.2.1 China
10.2.1.1 Market Trends
10.2.1.2 Market Forecast
10.2.2 Japan
10.2.2.1 Market Trends
10.2.2.2 Market Forecast
10.2.3 India
10.2.3.1 Market Trends
10.2.3.2 Market Forecast
10.2.4 South Korea
10.2.4.1 Market Trends
10.2.4.2 Market Forecast
10.2.5 Australia
10.2.5.1 Market Trends
10.2.5.2 Market Forecast
10.2.6 Indonesia
10.2.6.1 Market Trends
10.2.6.2 Market Forecast
10.2.7 Others
10.2.7.1 Market Trends
10.2.7.2 Market Forecast
10.3 Europe
10.3.1 Germany
10.3.1.1 Market Trends
10.3.1.2 Market Forecast
10.3.2 France
10.3.2.1 Market Trends
10.3.2.2 Market Forecast
10.3.3 United Kingdom
10.3.3.1 Market Trends
10.3.3.2 Market Forecast
10.3.4 Italy
10.3.4.1 Market Trends
10.3.4.2 Market Forecast
10.3.5 Spain
10.3.5.1 Market Trends
10.3.5.2 Market Forecast
10.3.6 Russia
10.3.6.1 Market Trends
10.3.6.2 Market Forecast
10.3.7 Others
10.3.7.1 Market Trends
10.3.7.2 Market Forecast
10.4 Latin America
10.4.1 Brazil
10.4.1.1 Market Trends
10.4.1.2 Market Forecast
10.4.2 Mexico
10.4.2.1 Market Trends
10.4.2.2 Market Forecast
10.4.3 Others
10.4.3.1 Market Trends
10.4.3.2 Market Forecast
10.5 Middle East and Africa
10.5.1 Market Trends
10.5.2 Market Breakup by Country
10.5.3 Market Forecast
11 SWOT Analysis
11.1 Overview
11.2 Strengths
11.3 Weaknesses
11.4 Opportunities
11.5 Threats
12 Value Chain Analysis
13 Porters Five Forces Analysis
13.1 Overview
13.2 Bargaining Power of Buyers
13.3 Bargaining Power of Suppliers
13.4 Degree of Competition
13.5 Threat of New Entrants
13.6 Threat of Substitutes
14 Competitive Landscape
14.1 Market Structure
14.2 Key Players
14.3 Profiles of Key Players
14.3.1 Apple
14.3.1.1 Company Overview
14.3.1.2 Product Portfolio
14.3.1.3 Financials
14.3.1.4 SWOT Analysis
14.3.2 Cisco Systems Inc.
14.3.2.1 Company Overview
14.3.2.2 Product Portfolio
14.3.2.3 Financials
14.3.2.4 SWOT Analysis
14.3.3 GloPos Technologies
14.3.3.1 Company Overview
14.3.3.2 Product Portfolio
14.3.4 Google LLC
14.3.4.1 Company Overview
14.3.4.2 Product Portfolio
14.3.4.3 SWOT Analysis
14.3.5 IndoorAtlas Ltd
14.3.5.1 Company Overview
14.3.5.2 Product Portfolio
14.3.6 Micello Inc.
14.3.6.1 Company Overview
14.3.6.2 Product Portfolio
14.3.7 Microsoft Corporation
14.3.7.1 Company Overview
14.3.7.2 Product Portfolio
14.3.7.3 Financials
14.3.7.4 SWOT Analysis
14.3.8 Navizon Inc.
14.3.8.1 Company Overview
14.3.8.2 Product Portfolio
14.3.9 Ruckus Wireless
14.3.9.1 Company Overview
14.3.9.2 Product Portfolio
14.3.10 YOOSE Pte. Ltd.
14.3.10.1 Company Overview
14.3.10.2 Product Portfolio
List of Figures
Figure 1: Global: Indoor LBS Market: Major Drivers and Challenges
Figure 2: Global: Indoor LBS Market: Sales Value (in Billion US$), 2017-2022
Figure 3: Global: Indoor LBS Market: Breakup by Solution Type (in %), 2022
Figure 4: Global: Indoor LBS Market: Breakup by Technology (in %), 2022
Figure 5: Global: Indoor LBS Market: Breakup by Application (in %), 2022
Figure 6: Global: Indoor LBS Market: Breakup by Vertical (in %), 2022
Figure 7: Global: Indoor LBS Market: Breakup by Region (in %), 2022
Figure 8: Global: Indoor LBS Market Forecast: Sales Value (in Billion US$), 2023-2028
Figure 9: Global: Indoor LBS (Analytics and Insights) Market: Sales Value (in Million US$), 2017 & 2022
Figure 10: Global: Indoor LBS (Analytics and Insights) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 11: Global: Indoor LBS (Campaign Management) Market: Sales Value (in Million US$), 2017 & 2022
Figure 12: Global: Indoor LBS (Campaign Management) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 13: Global: Indoor LBS (Enterprise Services) Market: Sales Value (in Million US$), 2017 & 2022
Figure 14: Global: Indoor LBS (Enterprise Services) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 15: Global: Indoor LBS (Location and Alerts) Market: Sales Value (in Million US$), 2017 & 2022
Figure 16: Global: Indoor LBS (Location and Alerts) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 17: Global: Indoor LBS (Maps) Market: Sales Value (in Million US$), 2017 & 2022
Figure 18: Global: Indoor LBS (Maps) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 19: Global: Indoor LBS (Proximity Beacons) Market: Sales Value (in Million US$), 2017 & 2022
Figure 20: Global: Indoor LBS (Proximity Beacons) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 21: Global: Indoor LBS (Other Solution Types) Market: Sales Value (in Million US$), 2017 & 2022
Figure 22: Global: Indoor LBS (Other Solution Types) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 23: Global: Indoor LBS (Context Aware Technology) Market: Sales Value (in Million US$), 2017 & 2022
Figure 24: Global: Indoor LBS (Context Aware Technology) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 25: Global: Indoor LBS (OTDOA and E-OTDOA) Market: Sales Value (in Million US$), 2017 & 2022
Figure 26: Global: Indoor LBS (OTDOA and E-OTDOA) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 27: Global: Indoor LBS (RFID and NFC) Market: Sales Value (in Million US$), 2017 & 2022
Figure 28: Global: Indoor LBS (RFID and NFC) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 29: Global: Indoor LBS (Satellite, Microwave and Infrared Sensing) Market: Sales Value (in Million US$), 2017 & 2022
Figure 30: Global: Indoor LBS (Satellite, Microwave and Infrared Sensing) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 31: Global: Indoor LBS (Others- Wi-Fi/WLAN, UWB, BT/BLE, Beacons, A-GPS, etc.) Market: Sales Value (in Million US$), 2017 & 2022
Figure 32: Global: Indoor LBS (Others- Wi-Fi/WLAN, UWB, BT/BLE, Beacons, A-GPS, etc.) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 33: Global: Indoor LBS (Monitoring) Market: Sales Value (in Million US$), 2017 & 2022
Figure 34: Global: Indoor LBS (Monitoring) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 35: Global: Indoor LBS (Navigation) Market: Sales Value (in Million US$), 2017 & 2022
Figure 36: Global: Indoor LBS (Navigation) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 37: Global: Indoor LBS (Tracking) Market: Sales Value (in Million US$), 2017 & 2022
Figure 38: Global: Indoor LBS (Tracking) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 39: Global: Indoor LBS (Analytics) Market: Sales Value (in Million US$), 2017 & 2022
Figure 40: Global: Indoor LBS (Analytics) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 41: Global: Indoor LBS (Other Applications) Market: Sales Value (in Million US$), 2017 & 2022
Figure 42: Global: Indoor LBS (Other Applications) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 43: Global: Indoor LBS (Retail) Market: Sales Value (in Million US$), 2017 & 2022
Figure 44: Global: Indoor LBS (Retail) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 45: Global: Indoor LBS (Transportation and Logistics) Market: Sales Value (in Million US$), 2017 & 2022
Figure 46: Global: Indoor LBS (Transportation and Logistics) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 47: Global: Indoor LBS (Media and Entertainment) Market: Sales Value (in Million US$), 2017 & 2022
Figure 48: Global: Indoor LBS (Media and Entertainment) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 49: Global: Indoor LBS (Healthcare and Life Sciences) Market: Sales Value (in Million US$), 2017 & 2022
Figure 50: Global: Indoor LBS (Healthcare and Life Sciences) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 51: Global: Indoor LBS (Government and Public Buildings) Market: Sales Value (in Million US$), 2017 & 2022
Figure 52: Global: Indoor LBS (Government and Public Buildings) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 53: Global: Indoor LBS (Aerospace and Defense) Market: Sales Value (in Million US$), 2017 & 2022
Figure 54: Global: Indoor LBS (Aerospace and Defense) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 55: Global: Indoor LBS (BFSI) Market: Sales Value (in Million US$), 2017 & 2022
Figure 56: Global: Indoor LBS (BFSI) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 57: Global: Indoor LBS (Other Verticals) Market: Sales Value (in Million US$), 2017 & 2022
Figure 58: Global: Indoor LBS (Other Verticals) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 59: North America: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 60: North America: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 61: United States: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 62: United States: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 63: Canada: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 64: Canada: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 65: Asia Pacific: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 66: Asia Pacific: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 67: China: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 68: China: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 69: Japan: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 70: Japan: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 71: India: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 72: India: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 73: South Korea: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 74: South Korea: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 75: Australia: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 76: Australia: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 77: Indonesia: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 78: Indonesia: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 79: Others: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 80: Others: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 81: Europe: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 82: Europe: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 83: Germany: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 84: Germany: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 85: France: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 86: France: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 87: United Kingdom: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 88: United Kingdom: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 89: Italy: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 90: Italy: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 91: Spain: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 92: Spain: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 93: Russia: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 94: Russia: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 95: Others: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 96: Others: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 97: Latin America: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 98: Latin America: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 99: Brazil: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 100: Brazil: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 101: Mexico: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 102: Mexico: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 103: Others: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 104: Others: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 105: Middle East and Africa: Indoor LBS Market: Sales Value (in Million US$), 2017 & 2022
Figure 106: Middle East and Africa: Indoor LBS Market: Breakup by Country (in %), 2022
Figure 107: Middle East and Africa: Indoor LBS Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 108: Global: Indoor LBS Industry: SWOT Analysis
Figure 109: Global: Indoor LBS Industry: Value Chain Analysis
Figure 110: Global: Indoor LBS Industry: Porter’s Five Forces Analysis
List of Tables
Table 1: Global: Indoor LBS Market: Key Industry Highlights, 2022 and 2028
Table 2: Global: Indoor LBS Market Forecast: Breakup by Solution Type (in Million US$), 2023-2028
Table 3: Global: Indoor LBS Market Forecast: Breakup by Technology (in Million US$), 2023-2028
Table 4: Global: Indoor LBS Market Forecast: Breakup by Application (in Million US$), 2023-2028
Table 5: Global: Indoor LBS Market Forecast: Breakup by Vertical (in Million US$), 2023-2028
Table 6: Global: Indoor LBS Market Forecast: Breakup by Region (in Million US$), 2023-2028
Table 7: Global: Indoor LBS Market: Competitive Structure
Table 8: Global: Indoor LBS Market: Key Players

Companies Mentioned

  • Apple
  • Cisco Systems Inc.
  • GloPos Technologies
  • Google LLC
  • IndoorAtlas Ltd
  • Micello Inc.
  • Microsoft Corporation
  • Navizon Inc.
  • Ruckus Wireless
  • YOOSE Pte. Ltd.

Methodology

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Table Information