Emotion Recognition and Sentiment Analysis Software Market Analysis North America, Europe, APAC, South America, Middle East and Africa - US, China, Japan, UK, Germany - Size and Forecast 2024-2028

Published: Jan 2024 Pages: 167 SKU: IRTNTR71751

Emotion Recognition and Sentiment Analysis Software Market 2024-2028 :

The emotion recognition and sentiment analysis software market size is projected to increase by USD 797.17 million, at a CAGR of 14.15% between between 2023 and 2028. The growth rate of the market depends on several factors including the growing popularity of wearable devices, the growth of IoT, and the rising need for social media monitoring. ER and SA is a method of interpreting human emotions and sentiments using AI and cognitive software. ER and SA software are typically used to identify a person's emotions through his or her facial expression or verbal communication. Continuous innovations in the field of AI, such as deep learning NLP and visual processing, are enabling advances in ER and SA software. The adoption of AI is increasing significantly owing to rapid improvements in the processing power of computers, which can execute complex tasks quickly and efficiently.

The market report includes a comprehensive outlook on the emotion recognition and sentiment analysis software market offering forecasts for the industry segmented by Application, which comprises customer service/experience, product/market research, patient diagnosis, and others. Additionally, it categorizes Deployment into on-premises and cloud-based and covers Region, including North America, APAC, Europe, Middle East and Africa, and South America. The report provides market size, historical data spanning from 2018 to 2022, and future projections, all presented in terms of value in USD million for each of the mentioned segments.

What will be the size of the Emotion Recognition And Sentiment Analysis Software Market During the Forecast Period?

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Emotion Recognition and Sentiment Analysis Software Market Overview

Emotion Recognition and Sentiment Analysis Software Market  Driver

The growing popularity of wearable devices is notably driving the market growth. Wearable devices have been developed with software that tracks information and records an individual's heart rate, blood pressure, skin temperature, and number of footsteps and provides cues about the person's mood. Besides such information, the software also records information like body posture, gestures, facial expressions, and tone of voice. These wearables can track and monitor changes in the mood and behavior of the wearer continuously. Buyers are increasingly choosing devices that track the psychological and physiological changes in the human body. Wearables like wristbands can detect the moods of a person.

Also, these wearables have some other clinical applications, such as monitoring anxiety, mood, and stress and measuring painkiller drug responses. Emotion recognition-enabled wearables also help visually impaired and autistic individuals to understand the emotions of people that they interact with. Therefore, the rising demand for wearable devices will increase the growth of the market during the forecast period.

Emotion Recognition and Sentiment Analysis Software Market Trends

The growing adoption of real-time sensing analysis is an emerging trend shaping the market growth. Emotion recognition software is being used by many industries, like automation, healthcare, and gaming. Real-time sensing by deploying emotion recognition software has been adopted in some industries. For example, Affectiva Inc.'s Nevermind is a video game that uses emotion-based feedback. Depending on the player's mood, the game level and the difficulty level can be adjusted. Based on the emotions detected, the game analyzes and offers the player a suitable level of the game. Another example of real-time sensing technology is driver alertness detection systems, where the level of drowsiness or attentiveness of the driver is recorded and analyzed.

However, based on the observations, an alarm alerts a drowsy driver to prevent him or her from drifting from the traffic lane and causing an accident. Such systems require emotion recognition software. Therefore, such driver alertness detection systems are expected to be a growing trend, which will enhance the growth of the market during the forecast period.

Emotion Recognition and Sentiment Analysis Software Market Restrain

Low-quality video content hampering emotional interpretation is a significant challenge hindering market growth. Appropriate content delivery is critical to the effectiveness of the software, as errors can result in the misinterpretation of emotions. Emotions can either be recorded in the form of facial expressions or speech. Facial expressions must be clear and visible to obtain the best results. The amount of video content uploaded online is increasing day by day. These videos are being created by individuals via smartphones, tablets, and laptops. Capturing the emotions of users can be done using the built-in web cameras and front cameras of smartphones, laptops, and tablets. The image quality varies depending on the amount of light and how the individual focuses the camera or device.

Further, when a person is recording a video on a laptop, he or she tends to focus on the screen, where an inbuilt web camera captures precise expressions. On the other hand, in the case of smartphones, the person may switch from one application to another or shift the angle at which the device is held within a few seconds. Hence, in smartphones, it is difficult for the software to capture the exact emotions of the user, which in turn will inhibit the growth of the market during the forecast period.

Emotion Recognition and Sentiment Analysis Software Market Segmentation By Application

The market share growth by the customer service/experience segment will be significant during the forecast period. ER and SA tools can monitor customer feedback in real-time, allowing businesses to promptly address issues or respond to positive feedback. By analyzing sentiments expressed in customer reviews and feedback, businesses can identify trends and patterns, helping them make data-driven decisions to improve products or services. Understanding customer sentiments enables businesses to personalize interactions based on individual preferences and emotions, leading to more meaningful and engaging customer experiences

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The customer service/experience was the largest and was valued at USD 175.83 million in 2018. Moreover, sentiment analysis provides valuable insights into customer opinions about products and services. This information can guide innovation and improvements based on customer preferences and expectations. Understanding which features or aspects of products are positively or negatively received helps businesses prioritize development efforts. Emotion-aware chatbots and virtual assistants can provide automated responses that are contextually relevant to the customer's emotions, improving efficiency in handling routine inquiries. Understanding the sentiment landscape can help businesses allocate resources more effectively, focusing on areas that require immediate attention. Thus, these factors will drive the market growth analysis of the customer service/experience segment and the global emotion recognition and sentiment analysis software market during the forecast period.

Emotion Recognition and Sentiment Analysis Software Market Segmentation By Deployment

On-premises deployment allows organizations to maintain complete control over their data. This is crucial in legal contexts where confidentiality and data privacy are paramount. Organizations can ensure compliance with data protection regulations and internal privacy policies. ER and SA often involve handling sensitive data, and on-premises deployment provides a higher level of security. Organizations can implement their security measures, control access to the servers, and monitor data in a way that aligns with their specific security protocols. Further, on-premises solutions are not reliant on internet connectivity for core functionality. This can be advantageous in situations where network connectivity is unstable or where legal professionals prefer to have more control over their data access. Thus, these factors will enhance the growth of the on-premises segment and the global emotion recognition and sentiment analysis software market during the forecast period.

Regional Overview

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North America is estimated to contribute 44% to the growth of the global market during the forecast period. Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period. North America, particularly the US and Canada, possesses a highly advanced technological infrastructure. The availability of robust internet connectivity and widespread technology adoption create a conducive environment for the deployment and usage of sentiment and emotion analysis software. The region has been at the forefront of adopting AI and ML technologies. ER and SA are integral components of AI applications, and their adoption is fueled by the region's strong emphasis on technological innovation. The North American e-commerce and retail sectors leverage sentiment analysis to understand consumer behaviour, preferences, and sentiments. 

In addition, the financial services sector in North America integrates sentiment analysis to analyze market sentiments, predict trends, and assess investor sentiments. Fintech companies leverage these tools for risk assessment and fraud detection. North American organizations deploy sentiment analysis tools for workplace monitoring, employee engagement, and feedback analysis. This has become particularly relevant with the rise of remote work and the need to gauge employee sentiments in distributed environments. Such factors are expected to drive the regional market growth during the forecast period. 

Emotion Recognition And Sentiment Analysis Software Market Customer Landscape

Emotion Recognition and Sentiment Analysis Software Market forecasts include the adoption lifecycle of the market research and growth, covering from the innovator’s stage to the laggard’s stage. It focuses on adoption rates in different regions based on penetration. Furthermore, the report also includes key purchase criteria and drivers of price sensitivity to help companies evaluate and develop their sentiment and emotion analysis software market growth and trends strategies.

Global Emotion Recognition and Sentiment Analysis Software Market Customer Landscape

Who are the Major Emotion Recognition and Sentiment Analysis Software Market Companies?

Companies are implementing various strategies, such as strategic alliances, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the market.

Adoreboard - The company offers emotion recognition and sentiment analysis software namely Adoreboard that provides an overall emotional performance of a dataset

Amazon.com Inc. - The company offers emotion recognition and sentiment analysis software such as Amazon Rekognition that provides accurate facial analysis, face comparison, and face search capabilities.

Amelia US LLC- The company offers emotion recognition and sentiment analysis software such as Amelia conversational AI.

The Emotion Recognition and Sentiment Analysis Software Market  growth and forecasting report also includes detailed analyses of the competitive landscape of the market and information about 20 market companies, including:

  • Affectiva Inc.
  • Alphabet Inc.
  • Apple Inc.
  • BirdEye, Inc.
  • Creative Virtual Ltd.
  • Imperson Inc.
  • Infegy
  • InMoment Inc.
  • International Business Machines Corp.
  • Kairos AR Inc.
  • Komprehend, Inc
  • Microsoft Corp.
  • Noldus Information Technology bv
  • NVISO SA
  • Realeyes OU
  • Sentiance NV
  • Smart Eye AB

Emotion Recognition and Sentiment Analysis Software Market market analysis and report of qualitative and quantitative analysis of companies has been conducted to help clients understand the wider business environment as well as the strengths and weaknesses of key market players. Data is qualitatively analyzed to categorize companies as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize companies as dominant, leading, strong, tentative, and weak.

Segment Overview

The emotion recognition and sentiment analysis software market research report forecasts market growth by revenue at global, regional & country levels and provides an analysis of the latest market trends and analysis and growth opportunities from 2018 to 2028. 

  • Application Outlook
    • Customer service/experience
    • Product/market research
    • Patient diagnosis
    • Others
  • Deployment Outlook
    • On-premises
    • Cloud-based
  • Region Outlook
    • North America
      • The U.S.
      • Canada
    • South America
      • Chile
      • Brazil
      • Argentina 
    • Europe
      • The U.K.
      • Germany
      • France
      • Rest of Europe
    • APAC
      • China
      • India
    • Middle East & Africa
      • Saudi Arabia
      • South Africa
      • Rest of the Middle East & Africa

Emotion Recognition And Sentiment Analysis Software Market Scope

Report Coverage

Details

Page number

167

Base year

2023

Historic period

2018-2022

Market forecasting period

2024-2028

Growth momentum & CAGR

Accelerate at a CAGR of 14.15%

Market Growth 2024-2028

USD 797.17 million

Market structure

Fragmented

YoY growth 2023-2024(%)

13.21

Regional analysis

North America, Europe, APAC, South America, and Middle East and Africa

Performing market contribution

North America at 44%

Key countries

US, China, Japan, UK, and Germany

Competitive landscape

Leading Companies, Market Positioning of Companies, Competitive Strategies, and Industry Risks

Key companies profiled

Adoreboard, Affectiva Inc., Alphabet Inc., Amazon.com Inc., Amelia US LLC, Apple Inc., BirdEye, Inc., Creative Virtual Ltd., Imperson Inc., Infegy, InMoment Inc., International Business Machines Corp., Kairos AR Inc., Komprehend, Inc, Microsoft Corp., Noldus Information Technology bv, NVISO SA, Realeyes OU, Sentiance NV, and Smart Eye AB

Market dynamics

Parent market analysis, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, and Market condition analysis for the forecast period.

Customization purview

If our report has not included the data that you are looking for, you can reach out to our analysts and get segments customized.

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What are the Key Data Covered in this Emotion Recognition And Sentiment Analysis Software Market Research Report?

  • CAGR of the market during the forecast period
  • Detailed information on factors that will drive the growth of the market between 2024 and 2028
  • Precise estimation of the size of the market  size and its contribution of the market in focus to the parent market
  • Accurate predictions about upcoming trends and changes in consumer behavior
  • Growth of the market industry across North America, Europe, APAC, South America, and Middle East and Africa
  • Thorough analysis of the market’s competitive landscape and detailed information about companies
  • Comprehensive analysis of factors that will challenge the growth of market companies 

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1 Executive Summary

  • 1.1 Market overview
    • Exhibit 01: Executive Summary – Chart on Market Overview
    • Exhibit 02: Executive Summary – Data Table on Market Overview
    • Exhibit 03: Executive Summary – Chart on Global Market Characteristics
    • Exhibit 04: Executive Summary – Chart on Market by Geography
    • Exhibit 05: Executive Summary – Chart on Market Segmentation by Application
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by Deployment
    • Exhibit 07: Executive Summary – Chart on Incremental Growth
    • Exhibit 08: Executive Summary – Data Table on Incremental Growth
    • Exhibit 09: Executive Summary – Chart on Vendor Market Positioning

2 Market Landscape

  • 2.1 Market ecosystem
    • Exhibit 10: Parent market
    • Exhibit 11: Market Characteristics

3 Market Sizing

  • 3.1 Market definition
    • Exhibit 12: Offerings of vendors included in the market definition
  • 3.2 Market segment analysis
    • Exhibit 13: Market segments
  • 3.3 Market size 2023
    • 3.4 Market outlook: Forecast for 2023-2028
      • Exhibit 14: Chart on Global - Market size and forecast 2023-2028 ($ million)
      • Exhibit 15: Data Table on Global - Market size and forecast 2023-2028 ($ million)
      • Exhibit 16: Chart on Global Market: Year-over-year growth 2023-2028 (%)
      • Exhibit 17: Data Table on Global Market: Year-over-year growth 2023-2028 (%)

    4 Historic Market Size

    • 4.1 Global emotion recognition and sentiment analysis software market 2018 - 2022
      • Exhibit 18: Historic Market Size – Data Table on global emotion recognition and sentiment analysis software market 2018 - 2022 ($ million)
    • 4.2 Application Segment Analysis 2018 - 2022
      • Exhibit 19: Historic Market Size – Application Segment 2018 - 2022 ($ million)
    • 4.3 Deployment Segment Analysis 2018 - 2022
      • Exhibit 20: Historic Market Size – Deployment Segment 2018 - 2022 ($ million)
    • 4.4 Geography Segment Analysis 2018 - 2022
      • Exhibit 21: Historic Market Size – Geography Segment 2018 - 2022 ($ million)
    • 4.5 Country Segment Analysis 2018 - 2022
      • Exhibit 22: Historic Market Size – Country Segment 2018 - 2022 ($ million)

    5 Five Forces Analysis

    • 5.1 Five forces summary
      • Exhibit 23: Five forces analysis - Comparison between 2023 and 2028
    • 5.2 Bargaining power of buyers
      • Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2023 and 2028
    • 5.3 Bargaining power of suppliers
      • Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2023 and 2028
    • 5.4 Threat of new entrants
      • Exhibit 26: Threat of new entrants – Impact of key factors in 2023 and 2028
    • 5.5 Threat of substitutes
      • Exhibit 27: Threat of substitutes – Impact of key factors in 2023 and 2028
    • 5.6 Threat of rivalry
      • Exhibit 28: Threat of rivalry – Impact of key factors in 2023 and 2028
    • 5.7 Market condition
      • Exhibit 29: Chart on Market condition - Five forces 2023 and 2028

    6 Market Segmentation by Application

    • 6.1 Market segments
      • Exhibit 30: Chart on Application - Market share 2023-2028 (%)
      • Exhibit 31: Data Table on Application - Market share 2023-2028 (%)
    • 6.2 Comparison by Application
      • Exhibit 32: Chart on Comparison by Application
      • Exhibit 33: Data Table on Comparison by Application
    • 6.3 Customer service/experience - Market size and forecast 2023-2028
      • Exhibit 34: Chart on Customer service/experience - Market size and forecast 2023-2028 ($ million)
      • Exhibit 35: Data Table on Customer service/experience - Market size and forecast 2023-2028 ($ million)
      • Exhibit 36: Chart on Customer service/experience - Year-over-year growth 2023-2028 (%)
      • Exhibit 37: Data Table on Customer service/experience - Year-over-year growth 2023-2028 (%)
    • 6.4 Product/market research - Market size and forecast 2023-2028
      • Exhibit 38: Chart on Product/market research - Market size and forecast 2023-2028 ($ million)
      • Exhibit 39: Data Table on Product/market research - Market size and forecast 2023-2028 ($ million)
      • Exhibit 40: Chart on Product/market research - Year-over-year growth 2023-2028 (%)
      • Exhibit 41: Data Table on Product/market research - Year-over-year growth 2023-2028 (%)
    • 6.5 Patient diagnosis - Market size and forecast 2023-2028
      • Exhibit 42: Chart on Patient diagnosis - Market size and forecast 2023-2028 ($ million)
      • Exhibit 43: Data Table on Patient diagnosis - Market size and forecast 2023-2028 ($ million)
      • Exhibit 44: Chart on Patient diagnosis - Year-over-year growth 2023-2028 (%)
      • Exhibit 45: Data Table on Patient diagnosis - Year-over-year growth 2023-2028 (%)
    • 6.6 Others - Market size and forecast 2023-2028
      • Exhibit 46: Chart on Others - Market size and forecast 2023-2028 ($ million)
      • Exhibit 47: Data Table on Others - Market size and forecast 2023-2028 ($ million)
      • Exhibit 48: Chart on Others - Year-over-year growth 2023-2028 (%)
      • Exhibit 49: Data Table on Others - Year-over-year growth 2023-2028 (%)
    • 6.7 Market opportunity by Application
      • Exhibit 50: Market opportunity by Application ($ million)
      • Exhibit 51: Data Table on Market opportunity by Application ($ million)

    7 Market Segmentation by Deployment

    • 7.1 Market segments
      • Exhibit 52: Chart on Deployment - Market share 2023-2028 (%)
      • Exhibit 53: Data Table on Deployment - Market share 2023-2028 (%)
    • 7.2 Comparison by Deployment
      • Exhibit 54: Chart on Comparison by Deployment
      • Exhibit 55: Data Table on Comparison by Deployment
    • 7.3 On-premises - Market size and forecast 2023-2028
      • Exhibit 56: Chart on On-premises - Market size and forecast 2023-2028 ($ million)
      • Exhibit 57: Data Table on On-premises - Market size and forecast 2023-2028 ($ million)
      • Exhibit 58: Chart on On-premises - Year-over-year growth 2023-2028 (%)
      • Exhibit 59: Data Table on On-premises - Year-over-year growth 2023-2028 (%)
    • 7.4 Cloud-based - Market size and forecast 2023-2028
      • Exhibit 60: Chart on Cloud-based - Market size and forecast 2023-2028 ($ million)
      • Exhibit 61: Data Table on Cloud-based - Market size and forecast 2023-2028 ($ million)
      • Exhibit 62: Chart on Cloud-based - Year-over-year growth 2023-2028 (%)
      • Exhibit 63: Data Table on Cloud-based - Year-over-year growth 2023-2028 (%)
    • 7.5 Market opportunity by Deployment
      • Exhibit 64: Market opportunity by Deployment ($ million)
      • Exhibit 65: Data Table on Market opportunity by Deployment ($ million)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 66: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 67: Chart on Market share by geography 2023-2028 (%)
      • Exhibit 68: Data Table on Market share by geography 2023-2028 (%)
    • 9.2 Geographic comparison
      • Exhibit 69: Chart on Geographic comparison
      • Exhibit 70: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2023-2028
      • Exhibit 71: Chart on North America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 72: Data Table on North America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 73: Chart on North America - Year-over-year growth 2023-2028 (%)
      • Exhibit 74: Data Table on North America - Year-over-year growth 2023-2028 (%)
    • 9.4 Europe - Market size and forecast 2023-2028
      • Exhibit 75: Chart on Europe - Market size and forecast 2023-2028 ($ million)
      • Exhibit 76: Data Table on Europe - Market size and forecast 2023-2028 ($ million)
      • Exhibit 77: Chart on Europe - Year-over-year growth 2023-2028 (%)
      • Exhibit 78: Data Table on Europe - Year-over-year growth 2023-2028 (%)
    • 9.5 APAC - Market size and forecast 2023-2028
      • Exhibit 79: Chart on APAC - Market size and forecast 2023-2028 ($ million)
      • Exhibit 80: Data Table on APAC - Market size and forecast 2023-2028 ($ million)
      • Exhibit 81: Chart on APAC - Year-over-year growth 2023-2028 (%)
      • Exhibit 82: Data Table on APAC - Year-over-year growth 2023-2028 (%)
    • 9.6 South America - Market size and forecast 2023-2028
      • Exhibit 83: Chart on South America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 84: Data Table on South America - Market size and forecast 2023-2028 ($ million)
      • Exhibit 85: Chart on South America - Year-over-year growth 2023-2028 (%)
      • Exhibit 86: Data Table on South America - Year-over-year growth 2023-2028 (%)
    • 9.7 Middle East and Africa - Market size and forecast 2023-2028
      • Exhibit 87: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
      • Exhibit 88: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ million)
      • Exhibit 89: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
      • Exhibit 90: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
    • 9.8 US - Market size and forecast 2023-2028
      • Exhibit 91: Chart on US - Market size and forecast 2023-2028 ($ million)
      • Exhibit 92: Data Table on US - Market size and forecast 2023-2028 ($ million)
      • Exhibit 93: Chart on US - Year-over-year growth 2023-2028 (%)
      • Exhibit 94: Data Table on US - Year-over-year growth 2023-2028 (%)
    • 9.9 UK - Market size and forecast 2023-2028
      • Exhibit 95: Chart on UK - Market size and forecast 2023-2028 ($ million)
      • Exhibit 96: Data Table on UK - Market size and forecast 2023-2028 ($ million)
      • Exhibit 97: Chart on UK - Year-over-year growth 2023-2028 (%)
      • Exhibit 98: Data Table on UK - Year-over-year growth 2023-2028 (%)
    • 9.10 Germany - Market size and forecast 2023-2028
      • Exhibit 99: Chart on Germany - Market size and forecast 2023-2028 ($ million)
      • Exhibit 100: Data Table on Germany - Market size and forecast 2023-2028 ($ million)
      • Exhibit 101: Chart on Germany - Year-over-year growth 2023-2028 (%)
      • Exhibit 102: Data Table on Germany - Year-over-year growth 2023-2028 (%)
    • 9.11 China - Market size and forecast 2023-2028
      • Exhibit 103: Chart on China - Market size and forecast 2023-2028 ($ million)
      • Exhibit 104: Data Table on China - Market size and forecast 2023-2028 ($ million)
      • Exhibit 105: Chart on China - Year-over-year growth 2023-2028 (%)
      • Exhibit 106: Data Table on China - Year-over-year growth 2023-2028 (%)
    • 9.12 Japan - Market size and forecast 2023-2028
      • Exhibit 107: Chart on Japan - Market size and forecast 2023-2028 ($ million)
      • Exhibit 108: Data Table on Japan - Market size and forecast 2023-2028 ($ million)
      • Exhibit 109: Chart on Japan - Year-over-year growth 2023-2028 (%)
      • Exhibit 110: Data Table on Japan - Year-over-year growth 2023-2028 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 111: Market opportunity by geography ($ million)
      • Exhibit 112: Data Tables on Market opportunity by geography ($ million)

    10 Drivers, Challenges, and Trends

    • 10.1 Market drivers
      • 10.2 Market challenges
        • 10.3 Impact of drivers and challenges
          • Exhibit 113: Impact of drivers and challenges in 2023 and 2028
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 114: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 115: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 116: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 117: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 118: Matrix on vendor position and classification
            • 12.3 Adoreboard
              • Exhibit 119: Adoreboard - Overview
              • Exhibit 120: Adoreboard - Product / Service
              • Exhibit 121: Adoreboard - Key offerings
            • 12.4 Amazon.com Inc.
              • Exhibit 122: Amazon.com Inc. - Overview
              • Exhibit 123: Amazon.com Inc. - Business segments
              • Exhibit 124: Amazon.com Inc. - Key news
              • Exhibit 125: Amazon.com Inc. - Key offerings
              • Exhibit 126: Amazon.com Inc. - Segment focus
            • 12.5 Amelia US LLC
              • Exhibit 127: Amelia US LLC - Overview
              • Exhibit 128: Amelia US LLC - Product / Service
              • Exhibit 129: Amelia US LLC - Key offerings
            • 12.6 BirdEye, Inc.
              • Exhibit 130: BirdEye, Inc. - Overview
              • Exhibit 131: BirdEye, Inc. - Product / Service
              • Exhibit 132: BirdEye, Inc. - Key offerings
            • 12.7 Creative Virtual Ltd.
              • Exhibit 133: Creative Virtual Ltd. - Overview
              • Exhibit 134: Creative Virtual Ltd. - Product / Service
              • Exhibit 135: Creative Virtual Ltd. - Key offerings
            • 12.8 Imperson Inc.
              • Exhibit 136: Imperson Inc. - Overview
              • Exhibit 137: Imperson Inc. - Product / Service
              • Exhibit 138: Imperson Inc. - Key offerings
            • 12.9 Infegy
              • Exhibit 139: Infegy - Overview
              • Exhibit 140: Infegy - Product / Service
              • Exhibit 141: Infegy - Key offerings
            • 12.10 InMoment Inc.
              • Exhibit 142: InMoment Inc. - Overview
              • Exhibit 143: InMoment Inc. - Product / Service
              • Exhibit 144: InMoment Inc. - Key offerings
            • 12.11 International Business Machines Corp.
              • Exhibit 145: International Business Machines Corp. - Overview
              • Exhibit 146: International Business Machines Corp. - Business segments
              • Exhibit 147: International Business Machines Corp. - Key news
              • Exhibit 148: International Business Machines Corp. - Key offerings
              • Exhibit 149: International Business Machines Corp. - Segment focus
            • 12.12 Komprehend, Inc
              • Exhibit 150: Komprehend, Inc - Overview
              • Exhibit 151: Komprehend, Inc - Product / Service
              • Exhibit 152: Komprehend, Inc - Key offerings
            • 12.13 Microsoft Corp.
              • Exhibit 153: Microsoft Corp. - Overview
              • Exhibit 154: Microsoft Corp. - Business segments
              • Exhibit 155: Microsoft Corp. - Key news
              • Exhibit 156: Microsoft Corp. - Key offerings
              • Exhibit 157: Microsoft Corp. - Segment focus
            • 12.14 Noldus Information Technology bv
              • Exhibit 158: Noldus Information Technology bv - Overview
              • Exhibit 159: Noldus Information Technology bv - Product / Service
              • Exhibit 160: Noldus Information Technology bv - Key offerings
            • 12.15 Realeyes OU
              • Exhibit 161: Realeyes OU - Overview
              • Exhibit 162: Realeyes OU - Product / Service
              • Exhibit 163: Realeyes OU - Key offerings
            • 12.16 Sentiance NV
              • Exhibit 164: Sentiance NV - Overview
              • Exhibit 165: Sentiance NV - Product / Service
              • Exhibit 166: Sentiance NV - Key offerings
            • 12.17 Smart Eye AB
              • Exhibit 167: Smart Eye AB - Overview
              • Exhibit 168: Smart Eye AB - Product / Service
              • Exhibit 169: Smart Eye AB - Key offerings

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 170: Inclusions checklist
                • Exhibit 171: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 172: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 173: Research methodology
                • Exhibit 174: Validation techniques employed for market sizing
                • Exhibit 175: Information sources
              • 13.5 List of abbreviations
                • Exhibit 176: List of abbreviations

              Research Framework

              Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.

              INFORMATION SOURCES

              Primary sources

              • Manufacturers and suppliers
              • Channel partners
              • Industry experts
              • Strategic decision makers

              Secondary sources

              • Industry journals and periodicals
              • Government data
              • Financial reports of key industry players
              • Historical data
              • Press releases

              DATA ANALYSIS

              Data Synthesis

              • Collation of data
              • Estimation of key figures
              • Analysis of derived insights

              Data Validation

              • Triangulation with data models
              • Reference against proprietary databases
              • Corroboration with industry experts

              REPORT WRITING

              Qualitative

              • Market drivers
              • Market challenges
              • Market trends
              • Five forces analysis

              Quantitative

              • Market size and forecast
              • Market segmentation
              • Geographical insights
              • Competitive landscape

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              emotion recognition and sentiment analysis software market market

              Key Questions Answered

              • What are the key global market and the regional market share?
              • What are the revenue-generating key market segments?
              • What are the key factors driving and challenging this market’s growth?
              • Who are the key market vendors and their growth strategies?
              • What are the latest trends influencing the growth of this market?
              • What are the variables influencing the market growth in the primary regions?
              • What are the factors influencing the growth of the parent market?

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