
RealEyes - Detailed Review
Media Tools

RealEyes - Product Overview
Realeyes Overview
Realeyes is a leading AI-powered emotion measurement and facial coding platform that plays a crucial role in the media tools AI-driven category. Here’s a brief overview of its primary function, target audience, and key features:Primary Function
Realeyes uses advanced computer vision and machine learning technologies to measure human attention and emotional responses to digital content. It helps brands, advertisers, and media platforms optimize their content and advertising strategies by providing insights into how audiences react to video creatives and other digital media.Target Audience
Realeyes serves a wide range of businesses, including startups, small and medium-sized businesses (SMBs), and large enterprises. Its clients include prominent brands such as Mars Inc, Hershey’s, and Church & Dwight, as well as agencies like Ipsos, Dentsu, and Publicis, and platforms like Google, TikTok, and Meta.Key Features
- Emotion Measurement: Realeyes analyzes facial expressions to gauge emotional responses to content.
- Attention Tracking: It measures how well content captures and retains audience attention using front-facing cameras and computer vision technology.
- Facial Coding: The platform uses proprietary facial coding models to detect subtle behavioral cues that indicate attention and emotional engagement.
- Eye Tracking: Realeyes tracks eye movements to understand where and how long viewers focus on different parts of the content.
- Engagement Metrics: Provides metrics on audience engagement, including second-by-second audience retention and emotional peaks.
- Sentiment Analysis: Analyzes the sentiment of the audience’s reactions to the content.
- Heatmaps: Generates heatmaps to visualize where viewers are focusing their attention.
- Real-Time Analytics: Offers real-time data on how content is performing.
- Audience Segmentation: Allows for segmenting audiences based on their responses and behaviors.
- Ad Performance: Optimizes ad performance by predicting in-market performance metrics.
- Content Optimization: Helps in optimizing content to better capture and retain audience attention.
- Benchmarking: Enables benchmarking against industry standards.
- Custom Reports: Provides customizable reports to meet specific business needs.
- Data Integration: Integrates with various platforms for comprehensive data analysis.
- Cross Platform Analysis: Supports analysis across multiple platforms.
- Predictive Analytics: Uses predictive analytics to forecast content performance.
- User-Friendly Dashboard: Offers an intuitive dashboard for easy data access and analysis.
- API Access: Provides API access for seamless integration with other systems.
- Compliance and Security: Ensures data processing is privacy-safe and compliant with relevant regulations.

RealEyes - User Interface and Experience
User Interface
Dashboard
Real-Time Analytics
Ease of Use
Face Verification System
Non-Intrusive Analysis
Overall User Experience
Global Reach
Granular Data Insights
Integration with Biometric Sensors
In summary, Realeyes’ user interface is designed to be user-friendly, with a focus on real-time analytics and easy integration into existing workflows. The overall user experience is enhanced by the platform’s ability to provide accurate, granular, and unbiased data, making it a valuable tool for media and market research applications.

RealEyes - Key Features and Functionality
Realeyes Overview
Realeyes, a leader in computer vision and emotion AI, offers several key features and functionalities that are integral to its media tools, particularly in measuring attention and emotional responses to digital content.Attention Measurement
Realeyes uses front-facing cameras and computer vision technology to measure the attention of opt-in audiences as they experience digital content. This is achieved through a patented deep-learning AI approach that surpasses traditional gaze and eye-tracking methods. The AI assesses attention in a holistic manner, similar to how humans do, by picking up subtle behavioral cues such as facial expressions, head position, and eye movements.Facial Coding
The technology employs facial coding to analyze facial images. Here’s how it works:- Face Detection: The AI detects the presence of a face by identifying facial features.
- Face Cropping: The face is isolated from the background.
- Attention & Reaction Detection: The AI tracks the position and movement of facial features to measure attention and emotional reactions. This includes tracking the 3D head position, eye position, and the shape of facial expressions.
Data Annotation and Quality Assurance
The data used for training the AI models comes from a large, proprietary dataset collected over 12 years. This dataset is annotated by a pool of qualified psychologists and annotators using a “wisdom of the crowds” approach, where labels are assigned only when 3-7 annotators reach a majority agreement. These labels then undergo a standardized quality assurance review to ensure accuracy.Predictive Analytics
Realeyes provides predictive in-market performance metrics, such as:- Second-by-Second Audience Retention: Measures how well content retains audience attention over time.
- Attention Capture: Evaluates the ability of content to capture attention in the first few seconds.
- Emotional Peaks: Identifies moments that lead to memorability and emotional engagement.
Integration with Other Platforms
Realeyes integrates its attention metrics into various platforms to enhance their analytical capabilities. For example, it has partnered with Vidmob to embed attention metrics into Vidmob’s creative data platform, helping brands and agencies optimize their ad performance and media investments. Similarly, Kantar has integrated Realeyes’ attention and facial coding technology into its Context Lab solution for social video and mobile ad measurement.User Consent and Privacy
Realeyes emphasizes user consent and privacy. For instance, the RealEyes.ai browser extension requires user consent before analyzing any images for deepfake detection, ensuring that all data processing is privacy-safe.Benefits
The key benefits of Realeyes’ technology include:- Reduced Media Waste: By revealing the attention-earning power of advertising creative, Realeyes helps advertisers maximize their impact and reduce media waste.
- Improved Ad Performance: The predictive metrics and AI-generated recommendations help brands optimize their ads to capture more attention and improve media effectiveness.
- Enhanced Customer Experience: By measuring human responses at scale, companies can create more engaging and effective content that drives growth.
Conclusion
In summary, Realeyes’ AI-driven media tools are built on advanced computer vision and emotion AI, providing detailed insights into audience attention and emotional responses. These insights are crucial for advertisers, brands, and media platforms looking to optimize their content and improve engagement.
RealEyes - Performance and Accuracy
Performance
Realeyes’ AI technology is highly effective in measuring attention and reactions to digital content. Here are a few highlights:
- Realeyes uses a deep-learning AI approach that surpasses traditional gaze and eye-tracking methods by assessing attention in a more holistic manner, similar to how humans process subtle behavioral cues.
- Their PreView tool provides predictive in-market performance metrics, such as second-by-second audience retention, attention capture, and emotional peaks that contribute to memorability. This tool combines these metrics into an overall Quality Score, which helps advertisers and publishers optimize their content.
- The Synthetic Testing API Demo has been used to test various ads, providing a Predicted Attention Score and automated recommendations for optimization. For example, an Uber ad scored an 81 out of 100, indicating high attention potential, while a Burger King ad scored a 63, highlighting areas for improvement such as reducing cognitive overload and increasing brand visibility.
Accuracy
The accuracy of Realeyes’ technology is well-documented:
- Realeyes’ attention models achieve a Balanced Accuracy of well over 75% for most segments, indicating stable performance across various dimensions.
- In a pilot with Mars, Realeyes’ heatmap technology demonstrated 78% accuracy in predicting which ads would drive more attention, aligning with human test results.
- The heatmap model, trained on 2.5 billion data points, predicts not only gaze but also reactions, such as facial expressions, providing comprehensive insights into viewer attention and emotional responses.
Limitations and Areas for Improvement
While Realeyes’ technology is advanced, there are some limitations and areas for potential improvement:
- The accuracy of the eye-tracking component can vary depending on the quality of the data and the hardware used. For instance, the average accuracy ranged between 115 and 125 pixels, with the best overall accuracy being 61 pixels. Accuracy and precision can be affected by screen area, with the worst results typically observed in the corners of the screen.
- Some ads tested with Realeyes’ Synthetic Attention tool, like the Toys ‘R’ Us ad created by AI, scored lower (58 out of 100) and required further optimization to improve attention scores. This suggests that while the technology is powerful, it may not always yield high scores for every creative, especially those generated entirely by AI.
Collaboration and Integration
Realeyes collaborates with other industry leaders to enhance its capabilities. For example, their partnership with Nielsen integrates AI-supported recommendations and attention heatmaps to improve advertising performance, allowing for deeper insights into campaign effectiveness.
Conclusion
In summary, Realeyes’ AI-driven media tools demonstrate strong performance and accuracy in measuring attention and optimizing digital content. However, there are some limitations related to data quality and hardware, as well as potential areas for improvement in handling certain types of creative content.

RealEyes - Pricing and Plans
Pricing Structure
- RealEyes does not provide a detailed pricing structure on their website. Instead, they offer custom pricing based on the specific needs of their clients.
Custom Pricing
- The pricing for RealEyes’ services is quotation-based, meaning you need to contact their representatives to get a quote that fits your particular requirements.
No Free Plan
- There is no free plan available for RealEyes. They do not offer any free trials or free versions of their service.
Features
- While the exact pricing tiers are not specified, RealEyes’ services include features such as better decisioning, optimizing creative content, reducing media waste, better storytelling, and competitive benchmarks. However, these features are part of their broader service offerings and are not tied to specific pricing plans.
Contact for Custom Quote
- If you are interested in using RealEyes’ services, it is recommended to schedule a call with one of their representatives to discuss your needs and obtain a custom quote.

RealEyes - Integration and Compatibility
Integration with Content Generation Platforms
RealEyes has formed a significant partnership with Grip, a platform specializing in end-to-end content generation. This collaboration combines Grip’s creative generation capabilities, including AI, CGI, and post-production, with RealEyes’ attention measurement expertise. This integration allows brands to generate content that is optimized for attention and performance at scale, using RealEyes’ PreView Synthetic Testing API for instant attention testing and automated recommendations.Compatibility with Browsers and Operating Systems
For its eye-tracking and emotion detection features, RealEyes supports a range of browsers and operating systems. On desktop platforms, the supported browsers include Chrome (54 or newer), Edge (15 or newer), and Opera (41 or newer). Additionally, the system can run on Windows 11, macOS X, and even older versions like Windows 7 and 10, as well as Linux (e.g., Ubuntu) with the minimum setup.Hardware Requirements
To ensure optimal performance, RealEyes recommends specific hardware configurations. For eye-tracking, a webcam with at least 1080p @ 30FPS or 720p @ 60 FPS is recommended, along with a 4-core Intel processor (3 GHz or faster), 8 GB of RAM, and a DirectX 12 graphics card. For less demanding tasks, a minimum setup with a 640x480p @ 15 FPS webcam and 0.5 GB of RAM can still be used, though with lower accuracy and precision.Mobile Compatibility
RealEyes’ eye-tracking capabilities are also compatible with smartphones. For iPhones, at least an iPhone 6 or SE (1st generation) is required, while for Android devices, Android 8 with a minimum of 2 GB RAM is necessary.Survey and A/B Testing Integration
RealEyes integrates well with survey platforms, allowing for the incorporation of eye-tracking data into surveys. This is demonstrated through its integration with Question Pro, where users can create surveys that include demographic questions and eye-tracking tests, all within a single flow. This integration enables advanced analytics and filtering of responses based on tags.Additional Integrations
The ExperienceSDK by RealEyes allows for integration with web applications, enabling the collection and analysis of facial expression data. This SDK requires generating an account hash on the Developers Portal and supports the inclusion of the SDK in web applications to analyze images from the user’s device. Overall, RealEyes’ integration capabilities and compatibility across various platforms and devices make it a versatile and effective tool for optimizing content and measuring user engagement.
RealEyes - Customer Support and Resources
Customer Support
While the Realeyes website does not provide detailed information on specific customer support channels for their Media Tools, it is clear that they value customer interaction. However, the primary contact information available is more generalized. You can reach out to Realeyes through their contact page, where you can submit inquiries or requests for more information.Additional Resources
Realeyes offers several resources that can be beneficial for users of their Media Tools:Documentation and Guides
Realeyes provides various resources such as papers, case studies, and an attention directory. These resources help users understand how to improve media efficiency through creative attention and how their tools work. For example, the CMO Guide on improving media efficiency through creative attention is a valuable resource that explains how their tools measure attention and emotional reactions to video content.Technology Explanation
The website offers detailed explanations of their technology, including how they use front-facing cameras and computer vision to measure attention and emotional reactions. This information helps users understand the capabilities and limitations of their tools.Quality Scores and Metrics
Realeyes provides metrics such as the Quality Score, which determines the strength of a video creative asset based on its ability to capture, retain, and encode attention. This helps users optimize their content and target the right audiences.Integration with Other Tools
Realeyes also mentions integration with other tools like TVision, which helps in measuring attention to TV programming and advertising. This integration can provide a more comprehensive view of how content is engaging audiences across different platforms. While specific customer support channels like phone numbers or live chat options are not highlighted, the available resources suggest that Realeyes is committed to providing users with the information they need to effectively use their Media Tools. For more specific support, users may need to contact Realeyes directly through the channels provided on their contact page.
RealEyes - Pros and Cons
Advantages of Realeyes
Realeyes offers several significant advantages in the media tools AI-driven product category:Measurement Accuracy and Holistic Approach
Realeyes uses a deep-learning AI approach to measure visual attention, which surpasses traditional gaze and eye-tracking methods. This technology assesses attention in a more holistic manner, capturing subtle behavioral cues similar to how the human brain processes attention. This approach has been validated through academic papers and independently by major technology and video platforms.Comprehensive Data and Global Representation
Realeyes boasts the largest authentic facial dataset in the world, collected over 12 years across different countries, age groups, and sexes. This dataset is annotated by qualified psychologists and annotators, ensuring fair and balanced representation globally. The models trained on this data predict attention and emotion signals with high accuracy, often outperforming human annotators.Predictive Insights and ROI Maximization
Realeyes’ PreView solution helps marketers measure and predict how video creatives capture and retain attention. It provides predictive in-market performance metrics such as second-by-second audience retention, ability to capture and hold attention, and emotional peaks that lead to memorability. This enables advertisers to make informed decisions, reduce media waste, and maximize ROI.Integration and Partnerships
Realeyes has partnered with Adelaide, a leader in evidence-based media quality measurement, to provide unified insights into how creative and media work together to capture attention. This partnership helps advertisers target media placements more effectively, maximizing campaign impact and efficiency.Scalability and Operational Efficiency
Using Amazon Web Services (AWS), Realeyes has achieved high scalability in its operations, allowing it to process millions of participant sessions within hours. This scalability, along with reduced infrastructure and maintenance costs, has enabled Realeyes to invest more in research and innovation.Global Reach and Client Base
Realeyes operates in 80 countries and has offices in London, Boston, New York, Tokyo, and an R&D center in Budapest. It serves over 180 leading marketers and publishers, including major brands like Mars Inc, Church & Dwight, Hershey’s, and Expedia.Disadvantages of Realeyes
While Realeyes offers significant benefits, there are also some potential drawbacks to consider:Privacy Concerns
Realeyes uses front-facing cameras and computer vision technology to measure attention and emotions, which may raise privacy concerns. Although the data is processed in a privacy-safe manner, the use of webcam recordings could be a concern for some users.Potential for Bias
Like other AI tools, Realeyes’ models can be subject to biases if the training data is not carefully selected. The company mitigates this by training models on balanced subsets of the dataset, but there is still a risk of bias if the data is not perfectly representative.Dependence on Technology
The accuracy of Realeyes’ models depends on the quality of the input data. Issues such as blurry, dark, or small images can affect the performance of the models. Human intervention is necessary to ensure the quality of the data and to address any misinterpretations.Lack of Human Nuance
While Realeyes’ AI models are highly accurate, they may not fully capture the nuances of human behavior, such as differences in tonality, humor, or cultural contexts. This could lead to misinterpretations or overgeneralizations in certain contexts. In summary, Realeyes offers powerful tools for measuring attention and emotions, providing valuable insights for advertisers and publishers. However, it is important to be aware of the potential privacy concerns, the risk of bias, and the limitations in capturing human nuances.
RealEyes - Comparison with Competitors
Unique Features of RealEyes.ai
- Deepfake Detection: RealEyes.ai is distinct for its ability to detect deepfakes across various social media platforms, including LinkedIn, Facebook, Twitter, Instagram, and Reddit. It uses AI-powered analysis to provide detailed manipulation detection results with probability scores and confidence indicators.
- Attention Heatmaps: RealEyes.ai has developed an advanced heatmap technology that predicts where audience attention is focused on advertisements without requiring eye tracking. This is based on 2.5 billion datapoints from human tests, helping marketers optimize their content by identifying which elements capture the most attention.
Competitors and Alternatives
Affectiva
Affectiva is a competitor that focuses on emotion-sensing and analytics software. Unlike RealEyes.ai, Affectiva uses its platform to analyze emotional responses to content, but it does not specialize in deepfake detection. Instead, it provides insights into consumer emotions and behavior.
Dumbstruck
Dumbstruck is another emotion analytics company that provides marketers with insights into the emotional factors driving consumer behavior. While it shares some similarities with RealEyes.ai in analyzing consumer responses, it does not offer deepfake detection or attention heatmap features.
Predis.ai
Predis.ai is an AI-powered social media marketing platform that offers granular competitive analysis, helping users understand their competitors’ social media strategies and content performance. Unlike RealEyes.ai, Predis.ai focuses on competitor analysis rather than deepfake detection or attention heatmaps. It provides insights into engagement rates, hashtag usage, and content distribution patterns.
Rival IQ
Rival IQ is a competitor analytics tool that helps businesses analyze their competitors’ social media performance. It offers features like always-on competitive benchmarks, social post monitoring, and custom dashboards. While it is useful for social media strategy, it does not include deepfake detection or attention heatmap capabilities.
Summary
RealEyes.ai stands out with its unique focus on deepfake detection and attention heatmap technology, making it a valuable tool for ensuring the authenticity of online content and optimizing advertisements. For those looking for more comprehensive social media competitor analysis, tools like Predis.ai and Rival IQ might be more suitable. If emotional analytics are the primary need, Affectiva or Dumbstruck could be considered as alternatives.

RealEyes - Frequently Asked Questions
Frequently Asked Questions about Realeyes
What is Realeyes and what does it do?
Realeyes is a leader in computer vision and emotion AI, empowering companies to create remarkable customer experiences that drive growth. It uses front-facing cameras and computer vision technology to measure the attention and emotional responses of opt-in audiences as they experience digital content.How does Realeyes measure attention and emotions?
Realeyes employs patented AI-powered facial coding technology that measures audience attention and emotional responses. This technology assesses attention in a holistic manner, tracking head pose, face direction, palpebral aperture (eye lid openness), and gaze direction. It also interprets changes in eye movement, head pose, and facial expressions to gauge attention and emotions.What data does Realeyes use for its models?
Realeyes’ models are trained on a large proprietary dataset collected over 12 years, which includes camera recordings from various countries, age groups, and sexes. These recordings are annotated for attention and facial reactions by qualified psychologists and annotators, ensuring fair and balanced representation globally.How accurate is Realeyes’ attention measurement?
Realeyes’ attention measurement models have been validated through academic papers and independently by major technology and video platforms. The models achieve a balanced accuracy of well over 75% for most segments, outperforming human annotators in many cases.What are the key features of Realeyes?
Key features include emotion measurement, attention tracking, facial coding, eye tracking, engagement metrics, sentiment analysis, heatmaps, behavioral insights, real-time analytics, audience segmentation, ad performance metrics, content optimization, benchmarking, custom reports, data integration, and cross-platform analysis.How does Realeyes’ heatmap technology work?
Realeyes’ heatmap technology uses a neural network trained on 2.5 billion data points to predict where the audience is likely to place their attention on any given advertisement. This technology does not require eye tracking and can predict reactions as well as gaze, providing insights into which parts of an ad attract the most focus.What types of businesses does Realeyes serve?
Realeyes serves a wide range of businesses, including startups, small and medium-sized businesses (SMBs), and enterprises. It is particularly useful for advertisers, marketers, and publishers looking to optimize their digital experiences and maximize the impact of their advertising.Is Realeyes’ technology secure and compliant?
Yes, Realeyes prioritizes security and compliance. The technology involves a transparent consent process, secure JWT-based authentication, optional image storage with clear user consent, content security policies, and cross-origin resource sharing (CORS) protection.How can I integrate Realeyes into my existing systems?
Realeyes can be integrated with just a few lines of code. It offers API access and supports various platforms, including Android. This allows for seamless integration into existing systems to optimize digital experiences and analyze user feedback.What kind of support does Realeyes offer?
Realeyes provides customer support via phone. For more detailed inquiries or technical issues, users can also refer to the FAQs and other resources available on the Realeyes website.Where is Realeyes headquartered and what is its global presence?
Realeyes is headquartered in London, with sales and service offices in London, Boston, New York, and Tokyo. The company also has an R&D center in Budapest and delivers products and services in over 80 countries.
RealEyes - Conclusion and Recommendation
Final Assessment of Realeyes in the Media Tools AI-Driven Product Category
Realeyes is a pioneering company in the field of attention measurement and emotional analysis, leveraging advanced computer vision and AI technologies. Here’s a comprehensive overview of what Realeyes offers and who can benefit from its services.Key Features and Capabilities
Attention Measurement
Realeyes’ technology measures attention by tracking head pose, face direction, palpebral aperture (eye lid openness), and gaze direction. This holistic approach goes beyond nominal gaze and eye-tracking, capturing subtle behavioral cues that indicate focus, interest, and engagement.
Emotion Analysis
Using facial expression analysis, Realeyes can detect and quantify emotions in real-time, providing second-by-second data on how audiences feel while viewing content. This is achieved through non-intrusive webcam recordings, making it suitable for various environments.
Creative and Media Optimization
The PreView solution helps marketers predict how video creatives capture and retain attention, enabling them to deliver the right content to the right audiences. This is further enhanced by partnerships with companies like Adelaide and Nielsen, which integrate Realeyes’ attention metrics into broader media quality and campaign effectiveness suites.
Who Would Benefit Most
Realeyes’ tools are highly beneficial for several key stakeholders:Advertisers and Brands
By providing insights into how creative and media work together to capture attention, Realeyes helps advertisers optimize their campaigns, improve media investment decisions, and drive better sales outcomes.
Agencies and Media Companies
These entities can use Realeyes’ data to enhance their ad testing, improve creative performance, and make more informed media buying decisions. Partnerships with agencies like Ipsos, Dentsu, and Publicis highlight the value Realeyes brings to these organizations.
Publishers and Technology Platforms
Publishers and platforms such as Google, TikTok, and WarnerMedia can leverage Realeyes’ attention metrics to optimize content delivery and ensure that the right content reaches the right audiences.
Overall Recommendation
Realeyes is a highly recommended tool for anyone involved in advertising, media, and content creation who wants to maximize the impact of their campaigns. Here are some key reasons:Actionable Insights
Realeyes provides detailed, second-by-second data on attention and emotional responses, allowing for quick and informed decision-making.
Integration and Collaboration
The company’s partnerships with major players like Nielsen and Adelaide ensure that its metrics are integrated into comprehensive media quality and campaign effectiveness tools, offering a holistic view of campaign performance.
Non-Intrusive and Scalable
The use of webcams for facial expression analysis makes the process non-intrusive and scalable, suitable for a wide range of environments and applications.
In summary, Realeyes offers a powerful suite of tools that can significantly enhance the effectiveness of advertising campaigns by providing deep insights into audience attention and emotional responses. Its technology and partnerships make it an invaluable resource for advertisers, agencies, media companies, and publishers.