Predictive Analytics Market Analysis from 2022 to 2034 Containing Market Size, Share along with its CAGR, Forecast and Trends

Top Countries — Revenue

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Predictive Analytics Market Analysis — Presence

Geographical Analysis

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Regional and Country Analysis

Region / Country 2021 (A)2025 (A)2033 (P) CAGR
Globalxxxxxxxxxxxx21.7%
North Americaxxxxxxxxxxxxxxxx
Europexxxxxxxxxxxxxxxx
Asia Pacificxxxxxxxxxxxxxxxx
South Americaxxxxxxxxxxxxxxxx
Middle Eastxxxxxxxxxxxxxxxx
Africaxxxxxxxxxxxxxxxx

A = Actual · E = Estimated · P = Projected · 🔒 Locked values require full access. Click headers to sort.

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Segmentation Analysis


Market size by (Illustrative, 2025)
Share distribution (2025)

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Competitor Analysis

In September 2021, Teradata stated that Tesco PLC is expanding its cooperation with Teradata by incorporating Vantage into its data platform. Tesco may use Vantage to eliminate silos and query all their data in real-time, regardless of whether it is in the Cloud, multiple clouds, on-premises, or any mix thereof, to gain a comprehensive view of their business. (Source: https://www.retailtechnology.co.uk/news/7556/tesco-doubles-down-on-analytics/ )

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Top Companies (In no particular order)2022 (A)2023 (A)2024 (A)2025 (A)
BM Corporation••• ••• ••• •••
SAP ERP••• ••• ••• •••
Microsoft Corporation••• ••• ••• •••
Siemens AG••• ••• ••• •••
General Electric Company••• ••• ••• •••
Schneider Electric SE••• ••• ••• •••
NTT Data Corporation••• ••• ••• •••
Oracle Corporation••• ••• ••• •••
SAS Institute••• ••• ••• •••
Inc••• ••• ••• •••
Tableau Software••• ••• ••• •••
Inc••• ••• ••• •••

We Provide Regional Breakdown of this Companies and Company specific to any Country, Region, Product/ service as well. We cover market share analysis for publicly listed companies as well as privately held companies, subject to data availability.

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Report Scope & Analysis

According to Cognitive Market Research, the global Predictive Analytics market size was USD 28.1 billion in 2024 and will expand at a compound annual growth rate (CAGR) of 21.7% from 2024 to 2031.

Introduction of the Predictive Analytics Market

The Predictive Analytics Market is experiencing rapid growth due to the increasing demand for advanced analytics solutions across various industries. Predictive analytics leverages historical data, statistical algorithms, and machine learning techniques to identify the likelihood of future outcomes based on past data. This market is driven by the need for businesses to gain a competitive edge, optimize operations, and enhance decision-making processes. Key sectors such as healthcare, finance, retail, and manufacturing are increasingly adopting predictive analytics to improve customer insights, risk management, and operational efficiency. Advancements in big data and artificial intelligence are further propelling the market forward.

Analyst Conclusion

Our study will explain complete manufacturing process along with major raw materials required to manufacture end-product. This report helps to make effective decisions determining product position and will assist you to understand opportunities and threats around the globe.

The Predictive Analytics Market Analysis is witnessing significant growth in the near future.

In 2023, the Cloud segment accounted for a notable share of the Predictive Analytics Market Analysis.

Aarti Bagekari
Aarti Bagekari Verified Analyst
Research Associate at Cognitive Market Research and Consulting · Cognitive Market Research
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Frequently Asked Questions

Predictive Analytics Market Analysis market size and growth rate is provided in the report covering 2021-2025 historical and 2025-2033 forecast data.
Major factors including drivers, restraints, opportunities and challenges are analyzed with detailed insights.
Top manufacturers BM Corporation, SAP ERP, Microsoft Corporation, Siemens AG, General Electric Company, Schneider Electric SE, NTT Data Corporation, Oracle Corporation, SAS Institute, Inc, Tableau Software, Inc and others are profiled in the report.
Segments include Deployment Mode, Organization Size and additional sub-segments.
Regional analysis covers all major markets. The report identifies the dominant region and provides country-level data.
Sample pages can be obtained on demand from the website. 24/7 chat support and direct call services are available.

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Predictive Analytics Market Analysis — Table of Contents

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Deployment Mode Cloud, On-premises
Organization Size Large Enterprises, Small and Medium-Sized Enterprises (SMEs)
Component Solutions, Financial Analytics, Risk Analytics, Marketing Analytics, Sales Analytics, Customer Analytics, Web and Social Media Analytics, Supply chain Analytics, Network Analytics, Services, Professional Services, Consulting, Deployment and Integration, Support and Maintenance, Managed Services
List of Competitors BM Corporation, SAP ERP, Microsoft Corporation, Siemens AG, General Electric Company, Schneider Electric SE, NTT Data Corporation, Oracle Corporation, SAS Institute, Inc, Tableau Software, Inc

  • 1.1 Top Competitors Analysis

    • (Subject to Data Availability (Private Players))

      1.1.1 Global Predictive Analytics Market Analysis by Key Players
    • 1.1.2 Top Players Ranking 2024
    • 1.1.3 New Product Launch Analysis
    • 1.1.4 Industry Mergers and Acquisition Analysis
  • 1.2 Company Profile (Data Subject to Availability) Sample Format

    • Data Subject to Availability as we consider Top competitors and their market share will be delivered.

      1.2.1 BM Corporation
      • 1.2.1.1 Company Basic Information, Manufacturing Base, Sales Area, and Competitors
      • 1.2.1.2 Business Overview
      • 1.2.1.3 Financials (Subject to data availability)
      • 1.2.1.4 R&D Investment (Subject to data availability)
      • 1.2.1.5 Product Types Specification
      • 1.2.1.6 Business Strategy
      • 1.2.1.7 Recent Developments
      • 1.2.1.8 Management Change
      • 1.2.1.9 S.W.O.T Analysis

    • Data Subject to Availability as we consider Top competitors and their market share will be delivered.

      1.2.2 SAP ERP
      • 1.2.2.1 Company Basic Information, Manufacturing Base, Sales Area, and Competitors
      • 1.2.2.2 Business Overview
      • 1.2.2.3 Financials (Subject to data availability)
      • 1.2.2.4 R&D Investment (Subject to data availability)
      • 1.2.2.5 Product Types Specification
      • 1.2.2.6 Business Strategy
      • 1.2.2.7 Recent Developments
      • 1.2.2.8 Management Change
      • 1.2.2.9 S.W.O.T Analysis

    • Data Subject to Availability as we consider Top competitors and their market share will be delivered.

      1.2.3 Microsoft Corporation
      • 1.2.3.1 Company Basic Information, Manufacturing Base, Sales Area, and Competitors
      • 1.2.3.2 Business Overview
      • 1.2.3.3 Financials (Subject to data availability)
      • 1.2.3.4 R&D Investment (Subject to data availability)
      • 1.2.3.5 Product Types Specification
      • 1.2.3.6 Business Strategy
      • 1.2.3.7 Recent Developments
      • 1.2.3.8 Management Change
      • 1.2.3.9 S.W.O.T Analysis

    • Data Subject to Availability as we consider Top competitors and their market share will be delivered.

      1.2.4 Siemens AG
      • 1.2.4.1 Company Basic Information, Manufacturing Base, Sales Area, and Competitors
      • 1.2.4.2 Business Overview
      • 1.2.4.3 Financials (Subject to data availability)
      • 1.2.4.4 R&D Investment (Subject to data availability)
      • 1.2.4.5 Product Types Specification
      • 1.2.4.6 Business Strategy
      • 1.2.4.7 Recent Developments
      • 1.2.4.8 Management Change
      • 1.2.4.9 S.W.O.T Analysis

    • Data Subject to Availability as we consider Top competitors and their market share will be delivered.

      1.2.5 General Electric Company
      • 1.2.5.1 Company Basic Information, Manufacturing Base, Sales Area, and Competitors
      • 1.2.5.2 Business Overview
      • 1.2.5.3 Financials (Subject to data availability)
      • 1.2.5.4 R&D Investment (Subject to data availability)
      • 1.2.5.5 Product Types Specification
      • 1.2.5.6 Business Strategy
      • 1.2.5.7 Recent Developments
      • 1.2.5.8 Management Change
      • 1.2.5.9 S.W.O.T Analysis

    • Data Subject to Availability as we consider Top competitors and their market share will be delivered.

      1.2.6 Schneider Electric SE
      • 1.2.6.1 Company Basic Information, Manufacturing Base, Sales Area, and Competitors
      • 1.2.6.2 Business Overview
      • 1.2.6.3 Financials (Subject to data availability)
      • 1.2.6.4 R&D Investment (Subject to data availability)
      • 1.2.6.5 Product Types Specification
      • 1.2.6.6 Business Strategy
      • 1.2.6.7 Recent Developments
      • 1.2.6.8 Management Change
      • 1.2.6.9 S.W.O.T Analysis

    • Data Subject to Availability as we consider Top competitors and their market share will be delivered.

      1.2.7 NTT Data Corporation
      • 1.2.7.1 Company Basic Information, Manufacturing Base, Sales Area, and Competitors
      • 1.2.7.2 Business Overview
      • 1.2.7.3 Financials (Subject to data availability)
      • 1.2.7.4 R&D Investment (Subject to data availability)
      • 1.2.7.5 Product Types Specification
      • 1.2.7.6 Business Strategy
      • 1.2.7.7 Recent Developments
      • 1.2.7.8 Management Change
      • 1.2.7.9 S.W.O.T Analysis

    • Data Subject to Availability as we consider Top competitors and their market share will be delivered.

      1.2.8 Oracle Corporation
      • 1.2.8.1 Company Basic Information, Manufacturing Base, Sales Area, and Competitors
      • 1.2.8.2 Business Overview
      • 1.2.8.3 Financials (Subject to data availability)
      • 1.2.8.4 R&D Investment (Subject to data availability)
      • 1.2.8.5 Product Types Specification
      • 1.2.8.6 Business Strategy
      • 1.2.8.7 Recent Developments
      • 1.2.8.8 Management Change
      • 1.2.8.9 S.W.O.T Analysis

    • Data Subject to Availability as we consider Top competitors and their market share will be delivered.

      1.2.9 SAS Institute
      • 1.2.9.1 Company Basic Information, Manufacturing Base, Sales Area, and Competitors
      • 1.2.9.2 Business Overview
      • 1.2.9.3 Financials (Subject to data availability)
      • 1.2.9.4 R&D Investment (Subject to data availability)
      • 1.2.9.5 Product Types Specification
      • 1.2.9.6 Business Strategy
      • 1.2.9.7 Recent Developments
      • 1.2.9.8 Management Change
      • 1.2.9.9 S.W.O.T Analysis

    • Data Subject to Availability as we consider Top competitors and their market share will be delivered.

      1.2.10 Inc
      • 1.2.10.1 Company Basic Information, Manufacturing Base, Sales Area, and Competitors
      • 1.2.10.2 Business Overview
      • 1.2.10.3 Financials (Subject to data availability)
      • 1.2.10.4 R&D Investment (Subject to data availability)
      • 1.2.10.5 Product Types Specification
      • 1.2.10.6 Business Strategy
      • 1.2.10.7 Recent Developments
      • 1.2.10.8 Management Change
      • 1.2.10.9 S.W.O.T Analysis

    • Data Subject to Availability as we consider Top competitors and their market share will be delivered.

      1.2.11 Tableau Software
      • 1.2.11.1 Company Basic Information, Manufacturing Base, Sales Area, and Competitors
      • 1.2.11.2 Business Overview
      • 1.2.11.3 Financials (Subject to data availability)
      • 1.2.11.4 R&D Investment (Subject to data availability)
      • 1.2.11.5 Product Types Specification
      • 1.2.11.6 Business Strategy
      • 1.2.11.7 Recent Developments
      • 1.2.11.8 Management Change
      • 1.2.11.9 S.W.O.T Analysis

    • Data Subject to Availability as we consider Top competitors and their market share will be delivered.

      1.2.12 Inc
      • 1.2.12.1 Company Basic Information, Manufacturing Base, Sales Area, and Competitors
      • 1.2.12.2 Business Overview
      • 1.2.12.3 Financials (Subject to data availability)
      • 1.2.12.4 R&D Investment (Subject to data availability)
      • 1.2.12.5 Product Types Specification
      • 1.2.12.6 Business Strategy
      • 1.2.12.7 Recent Developments
      • 1.2.12.8 Management Change
      • 1.2.12.9 S.W.O.T Analysis

  • 2.1 Global Predictive Analytics Market Analysis
  • 2.2 Global Predictive Analytics Market Analysis by Region
  • 2.3 Global Predictive Analytics Market Analysis by Deployment Mode
  • 2.4 Global Predictive Analytics Market Analysis by Organization Size
  • 2.5 Global Predictive Analytics Market Analysis by Component
  • 2.6 Global Predictive Analytics Market Analysis by Key Players

  • 3.1 North America Predictive Analytics Market Analysis
  • 3.2 North America Predictive Analytics Market Analysis by Country
  • 3.3 North America Predictive Analytics Market Analysis by Deployment Mode
  • 3.4 North America Predictive Analytics Market Analysis by Organization Size
  • 3.5 North America Predictive Analytics Market Analysis by Component
  • 3.6 North America Predictive Analytics Market Analysis by Key Players

  • 4.1 Europe Predictive Analytics Market Analysis
  • 4.2 Europe Predictive Analytics Market Analysis by Country
  • 4.3 Europe Predictive Analytics Market Analysis by Deployment Mode
  • 4.4 Europe Predictive Analytics Market Analysis by Organization Size
  • 4.5 Europe Predictive Analytics Market Analysis by Component
  • 4.6 Europe Predictive Analytics Market Analysis by Key Players

  • 5.1 Asia Pacific Predictive Analytics Market Analysis
  • 5.2 Asia Pacific Predictive Analytics Market Analysis by Country
  • 5.3 Asia Pacific Predictive Analytics Market Analysis by Deployment Mode
  • 5.4 Asia Pacific Predictive Analytics Market Analysis by Organization Size
  • 5.5 Asia Pacific Predictive Analytics Market Analysis by Component
  • 5.6 Asia Pacific Predictive Analytics Market Analysis by Key Players

  • 6.1 South America Predictive Analytics Market Analysis
  • 6.2 South America Predictive Analytics Market Analysis by Country
  • 6.3 South America Predictive Analytics Market Analysis by Deployment Mode
  • 6.4 South America Predictive Analytics Market Analysis by Organization Size
  • 6.5 South America Predictive Analytics Market Analysis by Component
  • 6.6 South America Predictive Analytics Market Analysis by Key Players

  • 7.1 Middle East Predictive Analytics Market Analysis
  • 7.2 Middle East Predictive Analytics Market Analysis by Country
  • 7.3 Middle East Predictive Analytics Market Analysis by Deployment Mode
  • 7.4 Middle East Predictive Analytics Market Analysis by Organization Size
  • 7.5 Middle East Predictive Analytics Market Analysis by Component
  • 7.6 Middle East Predictive Analytics Market Analysis by Key Players

  • 8.1 Africa Predictive Analytics Market Analysis
  • 8.2 Africa Predictive Analytics Market Analysis by Country
  • 8.3 Africa Predictive Analytics Market Analysis by Deployment Mode
  • 8.4 Africa Predictive Analytics Market Analysis by Organization Size
  • 8.5 Africa Predictive Analytics Market Analysis by Component
  • 8.6 Africa Predictive Analytics Market Analysis by Key Players

  • 9.1 Cloud
    • 9.1.1 Global Cloud Market
    • 9.1.2 Global Cloud Market by Region
  • 9.2 On-premises
    • 9.2.1 Global On-premises Market
    • 9.2.2 Global On-premises Market by Region

  • 10.1 Large Enterprises
    • 10.1.1 Global Large Enterprises Market
    • 10.1.2 Global Large Enterprises Market by Region
  • 10.2 Small and Medium-Sized Enterprises (SMEs)
    • 10.2.1 Global Small and Medium-Sized Enterprises (SMEs) Market
    • 10.2.2 Global Small and Medium-Sized Enterprises (SMEs) Market by Region

  • 11.1 Solutions
    • 11.1.1 Global Solutions Market
    • 11.1.2 Global Solutions Market by Region
  • 11.2 Financial Analytics
    • 11.2.1 Global Financial Analytics Market
    • 11.2.2 Global Financial Analytics Market by Region
  • 11.3 Risk Analytics
    • 11.3.1 Global Risk Analytics Market
    • 11.3.2 Global Risk Analytics Market by Region
  • 11.4 Marketing Analytics
    • 11.4.1 Global Marketing Analytics Market
    • 11.4.2 Global Marketing Analytics Market by Region
  • 11.5 Sales Analytics
    • 11.5.1 Global Sales Analytics Market
    • 11.5.2 Global Sales Analytics Market by Region
  • 11.6 Customer Analytics
    • 11.6.1 Global Customer Analytics Market
    • 11.6.2 Global Customer Analytics Market by Region
  • 11.7 Web and Social Media Analytics
    • 11.7.1 Global Web and Social Media Analytics Market
    • 11.7.2 Global Web and Social Media Analytics Market by Region
  • 11.8 Supply chain Analytics
    • 11.8.1 Global Supply chain Analytics Market
    • 11.8.2 Global Supply chain Analytics Market by Region
  • 11.9 Network Analytics
    • 11.9.1 Global Network Analytics Market
    • 11.9.2 Global Network Analytics Market by Region
  • 11.10 Services
    • 11.10.1 Global Services Market
    • 11.10.2 Global Services Market by Region
  • 11.11 Professional Services
    • 11.11.1 Global Professional Services Market
    • 11.11.2 Global Professional Services Market by Region
  • 11.12 Consulting
    • 11.12.1 Global Consulting Market
    • 11.12.2 Global Consulting Market by Region
  • 11.13 Deployment and Integration
    • 11.13.1 Global Deployment and Integration Market
    • 11.13.2 Global Deployment and Integration Market by Region
  • 11.14 Support and Maintenance
    • 11.14.1 Global Support and Maintenance Market
    • 11.14.2 Global Support and Maintenance Market by Region
  • 11.15 Managed Services
    • 11.15.1 Global Managed Services Market
    • 11.15.2 Global Managed Services Market by Region

  • 12.1 Market Drivers
  • 12.2 Market Restraints
  • 12.3 Market Trends
  • 12.4 Market Opportunity
  • 12.5 Technological Road Map (Subject to Data Availability)
  • 12.6 Product Life Cycle (Subject to Data Availability)
  • 12.7 Customer and Buyer Behavior Analysis
    • 12.7.1 Consumer Demographics and Target Audience Assessment
    • 12.7.2 Digital Engagement, Customer Experience & Relationship Analysis
    • 12.7.3 Customer Buying Behavior & Purchase Decision Analysis
    • 12.7.4 Vendor Selection, Supplier Preferences & Future Demand Trends
    • 12.7.5 Pricing, Affordability & Value Perception Analysis
    • 12.7.6 Customer Segmentation & Demand Pattern Analysis
  • 12.8 PESTEL Analysis
    • 12.8.1 Political Factors
    • 12.8.2 Economic Factors
    • 12.8.3 Social Factors
    • 12.8.4 Technological Factors
    • 12.8.5 Legal Factors
    • 12.8.6 Environmental Factors
  • 12.9 Industrial Chain Analysis (Subject to Data Availability)
    • 12.9.1 Industry Chain Analysis
    • 12.9.2 Manufacturing Cost Analysis
    • 12.9.3 Supply Side Analysis
      • 12.9.3.1 Raw Material Analysis
      • 12.9.3.2 Raw Material Procurement Analysis
      • 12.9.3.3 Raw Material Price Trend Analysis
  • 12.10 Porter’s Five Forces Analysis
    • 12.10.1 Bargaining Power of Suppliers
    • 12.10.2 Bargaining Power of Buyers
    • 12.10.3 Threat of New Entrants
    • 12.10.4 Threat of Substitutes
    • 12.10.5 Degree of Competition
  • 12.11 Patent Analysis (Subject to Data Availability)
  • 12.12 ESG Analysis
  • 12.13 Geopolitical Outlook
    • 12.13.1 Global Power Realignment & Strategic Alliances
    • 12.13.2 Geopolitical Risk Landscape & Conflict Hotspots
    • 12.13.3 International Trade Relations & Market Access Environment
    • 12.13.4 Regulatory & Policy Shifts Impacting Cross-Border Operations
    • 12.13.5 Supply Chain Resilience, Localization & Resource Nationalism
    • 12.13.6 Technology Sovereignty & Digital Geopolitics
    • 12.13.7 Strategic Implications for Investment, Growth & Market Entry

  • This chapter isn't just about technology; it’s about certainty. We show you how AI is being used in leading industries so you can apply those same 'High-Speed' and 'High-Accuracy' principles to your own market strategy

    12.14 AI & Market Transformation
    • 12.14.1 Competitive Landscape Disruption & Strategic Shifts
    • 12.14.2 AI-Driven Transformation of Industry Value Chain
    • 12.14.3 Evolution of Business Models & Revenue Streams
    • 12.14.4 AI-Driven Product, Service & Innovation Transformation
    • 12.14.5 Customer Behavior, AI Adoption & Future Market Evolution

  • 13.1 Country 1
    • 13.2 Country 2
    • 13.3 Country 3
    • 13.4 Country 4
    • 13.5 Country 5
    • 13.6 Country 6
    • 13.7 Country 7
    • 13.8 Country 8
    • 13.9 Country 9
    • 13.10 Country 10

    • 14.1 Key Takeaways

    • Here the analyst will summarize the content of entire report and will share his view point on the current industry scenario and how the market is expected to perform in the near future. The points shared by the analyst are based on his/her detailed in-depth understanding of the market during the course of this report study. You will be provided exclusive rights to interact with the concerned analyst for unlimited time pre purchase as well as post purchase of the report.

      14.2 Analyst Point of View
    • 14.3 Assumptions and Acronyms

    • 15.1 Primary Data Collection
      • 15.1.1 Steps for Primary Data Collection
        • 15.1.1.1 Identification of KOL
      • 15.1.2 Backward Integration
      • 15.1.3 Forward Integration
      • 15.1.4 How Primary Research Help Us
      • 15.1.5 Modes of Primary Research
    • 15.2 Secondary Research
      • 15.2.1 How Secondary Research Help Us
      • 15.2.2 Sources of Secondary Research
    • 15.3 Data Validation
      • 15.3.1 Data Triangulation
    • 15.4 Data Representation

    Athenaeum AI Dashboard

    Research Framework · 70:30 Primary:Secondary

    Our Proprietary Methodology

    Cognitive Market Research and Consulting "The Full Truth" methodology — a rigorous triangulation process that combines primary research, secondary validation, and expert calibration. Implemented by Aarti Bagekari and team for the Predictive Analytics Market Analysis Market analysis.

    01

    Primary Intelligence Gathering

    Direct interviews with 50+ industry stakeholders including manufacturers, distributors, end-users, and regulatory bodies across all six regions.

    02

    Secondary Data Triangulation

    Cross-referencing against trade databases, customs records, financial filings, patent databases, and verified industry publications.

    03

    Expert Validation Protocol

    Each data point undergoes validation by minimum two independent domain experts with 15+ years of industry experience.

    04

    Athenaeum AI Processing

    Our proprietary AI platform aggregates, normalizes, and identifies patterns across 10,000+ data points to surface non-obvious insights.

    05

    Editorial & QA Review

    Final review by senior analysts ensures accuracy, coherence, and actionability of all insights and recommendations.

    Data Assurance Metrics
    Data Points Validated 10,400+
    Expert Interviews 54
    Countries Covered 39+
    Company Profiles 12+
    Forecast Accuracy (Historical) 94.2%
    Report Pages 250+
    Analytical Coverage
    Market Sizing Revenue Forecast CAGR Analysis Competitor Benchmarking SWOT Porter's Analysis PESTEL Value Chain ESG Analysis Tariff Impact Patent Mapping Tech Trends

    To maintain the integrity of our proprietary methodology and protect our elite expert network, specific source disclosures are reserved for full-access partners. Our research framework is anchored by a 70:30 primary-to-secondary ratio, ensuring your strategy is driven by real-time market intelligence rather than recycled, publicly available, or AI-generated data. Every deliverable includes an exhaustive source directory and grants direct analyst access.

    Sources from the Service & Software Industry

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    The Three Pillars of End-to-End Market Research Services

    We don't just hand over data. We partner with your team across three integrated service lines — each designed to give you decision-grade intelligence on the Predictive Analytics Market Analysis market.

    Service 01

    Market Survey

    B2B B2C

    Structured primary research across both B2B and B2C channels. We design and execute custom surveys targeting manufacturers, distributors, procurement heads, and end-consumers in the predictive analytics market analysis ecosystem — validated by our global panel of 10,000+ industrial respondents.

    What's Included
    • Buyer intent & sentiment analysis
    • Purchase cycle mapping
    • Price sensitivity research
    • Channel preference profiling
    • Competitive perception study
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