The Crowd Analytics Market is expected to register a CAGR of 21.3 % from 2025 to 2031, with a market size expanding from US$ XX million in 2024 to US$ XX Million by 2031.
The report is segmented by Solution (Software and Services); Application (Safety & Security, Crowd Flow Management, Mobility Tracking, and Others); End Users (Retail, Transportation, Hospitality & Tourism, and Others). The global analysis is further broken-down at regional level and major countries. The report offers the value in USD for the above analysis and segments
Purpose of the ReportThe report Crowd Analytics Market by The Insight Partners aims to describe the present landscape and future growth, top driving factors, challenges, and opportunities. This will provide insights to various business stakeholders, such as:
- Technology Providers/Manufacturers: To understand the evolving market dynamics and know the potential growth opportunities, enabling them to make informed strategic decisions.
- Investors: To conduct a comprehensive trend analysis regarding the market growth rate, market financial projections, and opportunities that exist across the value chain.
- Regulatory bodies: To regulate policies and police activities in the market with the aim of minimizing abuse, preserving investor trust and confidence, and upholding the integrity and stability of the market.
Crowd Analytics Market Segmentation
Solution- Software and Services
- Safety & Security
- Crowd Flow Management
- Mobility Tracking
- Retail
- Transportation
- Hospitality & Tourism
- North America
- Europe
- Asia Pacific
- Middle East and Africa
- South and Central America
Strategic Insights
Crowd Analytics Market Growth Drivers- Increased Demand for Enhanced Crowd Management: The widening scope of fighting crowd control in public areas, events, and transportation nodes indeed does serve as a decisive factor for rising demand for crowd analytics these days when organizations seek advanced analytics solutions to keep track of crowd behavior alongside optimal allocation of resources while also working toward better security. Most importance is given to the retail and public safety sectors, where to understand crowd dynamics indeed results in greater operating efficiency and customer satisfaction. With rising urbanization, there will be heightened demand for crowd management solutions.
- Technological Advances for Data Collection: The surge of advanced technologies like IoTs, drones, and mobile applications have revolutionized the methods of those collecting data in crowd analytics. These technologies allow for real-time monitoring and analysis of the movement of crowds, presenting actionable insights for organizations. It is possible to gain access to enormous amounts of data in a timeframe conducive to allow timely response to a crowd-related problem; hence a better decision-making process can be adopted. Those technologies are gaining wider affordability; hence massive growth will be witnessed in the crowd analytics market.
- Expansion of Public and Private Event Spaces: The increasing frequency of large-scale public and private events, such as concerts, sports events, festivals, and conferences, is fueling demand for crowd analytics solutions. These events require the monitoring and management of large crowds to ensure safety, streamline operations, and improve customer experience. Crowd analytics tools enable real-time tracking and analysis of crowd movement, density, and behavior, helping event organizers and authorities respond quickly to any potential issues, which is driving the adoption of crowd analytics solutions.
- Growing Attention on Privacy and Ethical Data Usage : Another feature of the crowd analytics solution is increased importance on privacy and ethically accountable data usage, where the rising use of crowd analytics across organizations and businesses is promoting clear data compliance with all regulations and respect for individual privacy. This trend is compelling the development of crowd analytics solutions that look toward prioritizing data security and transparency. It will allow business to harness the power of analytics in a manner that secures public trust. Companies balancing the utilization of data with privacy issues are likely to reap competitive advantage.
- Shift Toward Real-Time Analytics and Predictive Insights: There is a growing demand for real-time crowd analytics that provide immediate insights into crowd behavior. Organizations are increasingly relying on real-time analytics to make quick decisions during events or in high-traffic areas. Predictive analytics powered by real-time data also allows for forecasting crowd behavior, such as anticipating congestion or potential safety issues, allowing businesses to act proactively. This shift toward real-time and predictive crowd analytics is making operations more efficient and improving safety and security measures.
- Integration with Smart City Initiatives: The smart city initiatives that are being undertaken offer a wide potential for crowd analytics providers. They would be in direct partnership with smart city frameworks to optimize their urban planning, public transports, and resource allocations for events. This, therefore, will lead to crowd management and make the urbanities safer and smarter. Since cities will probably continue making their investments in smart, the solution demand will likely escalate.
- Expansion in Retail and Event Management: Clearly, the field of retail and event management are part of the few major opportunities that crowd analytics offers. With crowd analytics, retailers can understand consumer behavior, make changes to floor spaces, and thus produce a better shopping experience. Likewise, event management can particularly make use of these analytics in crowd management, improving security and safety, or even enhancing visitor experience overall. That is why crowd analytics solutions will find their place in businesses in the future as more and more industries begin to rely on decisions and judgments based on data.
Market Report Scope
Key Selling Points
- Comprehensive Coverage: The report comprehensively covers the analysis of products, services, types, and end users of the Crowd Analytics Market, providing a holistic landscape.
- Expert Analysis: The report is compiled based on the in-depth understanding of industry experts and analysts.
- Up-to-date Information: The report assures business relevance due to its coverage of recent information and data trends.
- Customization Options: This report can be customized to cater to specific client requirements and suit the business strategies aptly.
The research report on the Crowd Analytics Market can, therefore, help spearhead the trail of decoding and understanding the industry scenario and growth prospects. Although there can be a few valid concerns, the overall benefits of this report tend to outweigh the disadvantages.
REGIONAL FRAMEWORK
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- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
- Request discounts available for Start-Ups & Universities

Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends

Segment Covered
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to segments covered.

Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America

Country Scope
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to country scope.
Frequently Asked Questions
Some of the customization options available based on the request are an additional 3–5 company profiles and country-specific analysis of 3–5 countries of your choice. Customizations are to be requested/discussed before making final order confirmation# as our team would review the same and check the feasibility
The report can be delivered in PDF/PPT format; we can also share excel dataset based on the request
The major factors driving the crowd analytics market are:
1. Increased Demand for Enhanced Crowd Management
2. Technological Advances for Data Collection
Growing attention on privacy and ethical data usage is anticipated to play a significant role in the global crowd analytics market in the coming years
The crowd analytics market is estimated to witness a US$ XX Million by 2031
1. INTRODUCTION
1.1. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
2. KEY TAKEAWAYS
3. CROWD ANALYTICS MARKET LANDSCAPE
3.1. OVERVIEW
3.2. MARKET SEGMENTATION
3.2.1. Crowd analytics Market - By Solution
3.2.2. Crowd analytics Market - By Application
3.2.3. Crowd analytics Market - By End User
3.2.4. Crowd analytics Market - By Region
3.2.4.1. By Country
3.2.5. PEST Analysis
3.2.5.1. North America - PEST Analysis
3.2.5.2. Europe - PEST Analysis
3.2.5.3. Asia Pacific (APAC) - PEST Analysis
3.2.5.4. Middle East & Africa (MEA) - PEST Analysis
3.2.5.5. South America (SAM)- PEST Analysis
4. CROWD ANALYTICS MARKET - KEY INDUSTRY DYNAMICS
4.1. KEY MARKET DRIVERS
4.2. KEY MARKET RESTRAINTS
4.3. KEY MARKET OPPORTUNITIES
4.4. FUTURE TRENDS
4.5. IMPACT ANALYSIS OF DRIVERS, RESTRAINTS & EXPECTED INFLUENCE OF COVID-19 PANDEMIC
5. CROWD ANALYTICS MARKET - GLOBAL MARKET ANALYSIS
5.1. CROWD ANALYTICS - GLOBAL MARKET OVERVIEW
5.2. CROWD ANALYTICS - GLOBAL MARKET AND FORECAST TO 2025
6. CROWD ANALYTICS MARKET REVENUE AND FORECASTS TO 2028 -SOLUTION
6.1. OVERVIEW
6.2. SOLUTION MARKET FORECASTS AND ANALYSIS
6.3. SOFTWARE
6.3.1. Overview
6.3.2. Software Market Forecast and Analysis
6.4. SERVICES
6.4.1. Overview
6.4.2. Services Market Forecast and Analysis
7. CROWD ANALYTICS MARKET REVENUE AND FORECASTS TO 2028 - APPLICATION
7.1. OVERVIEW
7.2. APPLICATION MARKET FORECASTS AND ANALYSIS
7.3. SAFETY & SECURITY
7.3.1. Overview
7.3.2. Safety & Security Market Forecast and Analysis
7.4. CROWD FLOW MANAGEMENT
7.4.1. Overview
7.4.2. Crowd Flow Management Market Forecast and Analysis
7.5. MOBILITY & TRACKING
7.5.1. Overview
7.5.2. Mobility & Tracking Market Forecast and Analysis
7.6. OTHERS
7.6.1. Overview
7.6.2. Others Market Forecast and Analysis
8. CROWD ANALYTICS MARKET REVENUE AND FORECASTS TO 2028 - END USER
8.1. OVERVIEW
8.2. END USER MARKET FORECASTS AND ANALYSIS
8.3. RETAIL
8.3.1. Overview
8.3.2. Retail Market Forecast and Analysis
8.4. TRANSPORTATION
8.4.1. Overview
8.4.2. Transportation Market Forecast and Analysis
8.5. HOSPITALITY & TOURISM
8.5.1. Overview
8.5.2. Hospitality & Tourism Market Forecast and Analysis
8.6. OTHERS
8.6.1. Overview
8.6.2. Others Market Forecast and Analysis
9. CROWD ANALYTICS MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1. North America Crowd analytics Market Overview
9.1.2. North America Crowd analytics Market Forecasts and Analysis
9.1.3. North America Market Forecasts and Analysis - By Countries
9.1.3.1. US market
9.1.3.2. Canada market
9.1.3.3. Mexico market
9.1.4. North America Market Forecasts and Analysis - By Solution
9.1.5. North America Market Forecasts and Analysis - By Application
9.1.6. North America Market Forecasts and Analysis - By End User
9.2. EUROPE
9.2.1. Europe Crowd analytics Market Overview
9.2.2. Europe Crowd analytics Market Forecasts and Analysis
9.2.3. Europe Market Forecasts and Analysis - By Countries
9.2.3.1. France market
9.2.3.2. Germany market
9.2.3.3. Italy market
9.2.3.4. Spain market
9.2.3.5. UK market
9.2.4. Europe Market Forecasts and Analysis - By Solution
9.2.5. Europe Market Forecasts and Analysis - By Application
9.2.6. Europe Market Forecasts and Analysis - By End User
9.3. ASIA PACIFIC (APAC)
9.3.1. Asia Pacific Crowd analytics Market Overview
9.3.2. Asia Pacific Crowd analytics Market Forecasts and Analysis
9.3.3. Asia Pacific Market Forecasts and Analysis - By Countries
9.3.3.1. Australia
9.3.3.2. China market
9.3.3.3. India market
9.3.3.4. Japan market
9.3.4. Asia Pacific Market Forecasts and Analysis - By Solution
9.3.5. Asia Pacific Market Forecasts and Analysis - By Application
9.3.6. Asia Pacific Market Forecasts and Analysis - By End User
9.4. MIDDLE EAST AND AFRICA (MEA)
9.4.1. Middle East and Africa Crowd analytics Market Overview
9.4.2. Middle East and Africa Crowd analytics Market Forecasts and Analysis
9.4.3. Middle East and Africa Market Forecasts and Analysis - By Countries
9.4.3.1. South Africa market
9.4.3.2. Saudi Arabia market
9.4.3.3. UAE market
9.4.4. Middle East and Africa Market Forecasts and Analysis - By Solution
9.4.5. Middle East and Africa Market Forecasts and Analysis - By Application
9.4.6. Middle East and Africa Market Forecasts and Analysis - By End User
9.5. SOUTH AMERICA (SAM)
9.5.1. South America Crowd analytics Market Overview
9.5.2. South America Crowd analytics Market Forecasts and Analysis
9.5.3. South America Market Forecasts and Analysis - By Countries
9.5.3.1. Brazil market
9.5.4. South America Market Forecasts and Analysis - By Solution
9.5.5. South America Market Forecasts and Analysis - By Application
9.5.6. South America Market Forecasts and Analysis - By End User
10. INDUSTRY LANDSCAPE
10.1. MERGERS & ACQUISITIONS
10.2. MARKET INITIATIVES
10.3. NEW DEVELOPMENTS
10.4. INVESTMENT SCENARIOS
11. COMPETITIVE LANDSCAPE
11.1. COMPETITIVE INDUSTRY MAPPING
11.2. MARKET POSITIONING/ MARKET SHARE
12. CROWD ANALYTICS MARKET, KEY COMPANY PROFILES
12.1. AGT INTERNATIONAL GMBH
12.1.1. Key Facts
12.1.2. Business Description
12.1.3. Financial Overview
12.1.4. SWOT Analysis
12.1.5. Key Developments
12.2. CROWD DYNAMICS INTERNATIONAL
12.2.1. Key Facts
12.2.2. Business Description
12.2.3. Financial Overview
12.2.4. SWOT Analysis
12.2.5. Key Developments
12.3. CROWD VISION LTD.
12.3.1. Key Facts
12.3.2. Business Description
12.3.3. Financial Overview
12.3.4. SWOT Analysis
12.3.5. Key Developments
12.4. GEODAN NEXT
12.4.1. Key Facts
12.4.2. Business Description
12.4.3. Financial Overview
12.4.4. SWOT Analysis
12.4.5. Key Developments
12.5. NEC CORPORATION
12.5.1. Key Facts
12.5.2. Business Description
12.5.3. Financial Overview
12.5.4. SWOT Analysis
12.5.5. Key Developments
12.6. MIRA
12.6.1. Key Facts
12.6.2. Business Description
12.6.3. Financial Overview
12.6.4. SWOT Analysis
12.6.5. Key Developments
12.7. NOKIA CORPORATION
12.7.1. Key Facts
12.7.2. Business Description
12.7.3. Financial Overview
12.7.4. SWOT Analysis
12.7.5. Key Developments
12.8. SAVANNAH SIMULATIONS AG
12.8.1. Key Facts
12.8.2. Business Description
12.8.3. Financial Overview
12.8.4. SWOT Analysis
12.8.5. Key Developments
12.9. WALKBASE
12.9.1. Key Facts
12.9.2. Business Description
12.9.3. Financial Overview
12.9.4. SWOT Analysis
12.9.5. Key Developments
12.10. SPIGIT, INC.
12.10.1. Key Facts
12.10.2. Business Description
12.10.3. Financial Overview
12.10.4. SWOT Analysis
12.10.5. Key Developments
13. APPENDIX
13.1. ABOUT THE INSIGHT PARTNERS
13.2. GLOSSARY OF TERMS
13.3. RESEARCH METHODOLOGY
1. AGT International Gmbh
2. Crowd Dynamics International
3. Crowd Vision Ltd.
4. Geodan Next
5. NEC Corporation
6. MIRA
7. Nokia Corporation
8. Savannah simulations AG
9. Walkbase
10. Spigit, Inc.
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- 3.1 Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- 3.2 Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- 3.3 Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- 3.4 Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.