# Best Emotion AI Software

## How Many Emotion AI Software Products Does G2 Track?

**Total Products under this Category:** 177

### Category Stats (Aug 2026)

- **Average Rating:** 4.47/5 (↓0.07 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Cogito (+9.38%) - Among all products in this category, Cogito recorded the largest rating increase compared to last month

_Last updated: August 30, 2026_

## How Does G2 Rank Emotion AI Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 600+ Authentic Reviews
- 177+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Emotion AI Software
 ![G2 Grid® for Emotion AI Software plotting products by satisfaction and market presence](https://www.g2.com/categories/emotion-ai/grids.png?focus%5B%5D=1797566&focus%5B%5D=4730&focus%5B%5D=1690691&focus%5B%5D=169206)

Highlighted products: Lucid, AB Tasty, FaceReader Online, and Decode.

Underlying data: [Grid® JSON](https://www.g2.com/categories/emotion-ai/grids.json?focus%5B%5D=ultradeep-technologies-lucid&focus%5B%5D=ab-tasty&focus%5B%5D=facereader-online&focus%5B%5D=entropik-decode)

**Sponsored**

### Amazon SageMaker

Amazon SageMaker is a fully managed service that enables data scientists and developers to build, train, and deploy machine learning (ML) models at scale. It provides a comprehensive suite of tools and infrastructure, streamlining the entire ML workflow from data preparation to model deployment. With SageMaker, users can quickly connect to training data, select and optimize algorithms, and deploy models in a secure and scalable environment. Key Features and Functionality: - Integrated Development Environments (IDEs): SageMaker offers a unified, web-based interface with built-in IDEs, including JupyterLab and RStudio, facilitating seamless development and collaboration. - Pre-built Algorithms and Frameworks: It includes a selection of optimized ML algorithms and supports popular frameworks like TensorFlow, PyTorch, and Apache MXNet, allowing flexibility in model development. - Automated Model Tuning: SageMaker can automatically tune models to achieve optimal accuracy, reducing the time and effort required for manual adjustments. - Scalable Training and Deployment: The service manages the underlying infrastructure, enabling efficient training of models on large datasets and deploying them across auto-scaling clusters for high availability. - MLOps and Governance: SageMaker provides tools for monitoring, debugging, and managing ML models, ensuring robust operations and compliance with enterprise security standards. Primary Value and Problem Solved: Amazon SageMaker addresses the complexity and resource-intensive nature of developing and deploying ML models. By offering a fully managed environment with integrated tools and scalable infrastructure, it accelerates the ML lifecycle, reduces operational overhead, and enables organizations to derive insights and value from their data more efficiently. This empowers businesses to innovate rapidly and implement AI solutions without the need for extensive in-house expertise or infrastructure management.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1010320&secure%5Bchosen_at%5D=2026-08-31T05%3A08%3A59Z&secure%5Bdisplayable_resource_id%5D=1010320&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1010320&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=52115&secure%5Bresource_id%5D=1010320&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Femotion-ai&secure%5Btoken%5D=b71706afcb44a5ccf22adb36e79fa00d84d3e7789fda1f580065464ac6c450d1&secure%5Burl%5D=https%3A%2F%2Faws.amazon.com%2Fsagemaker%2F%3Ftrk%3De054ba95-b51d-4594-98bc-aa0239b1797a%26sc_channel%3Ddisplay%2Bads&secure%5Burl_type%5D=custom_url)

### [Lucid](https://www.g2.com/products/ultradeep-technologies-lucid/reviews)

Lucid detects cognitive biases in AI outputs. It identifies 74 bias types with 98% precision in under 2 minutes. Available as a Chrome extension and API for enterprise integration. Designed for AI governance teams, compliance officers, and developers who need to ensure AI generated content is fair, accurate, and free from systematic distortion.

**Average Rating:** 4.4/5.0

**Total Reviews:** 32

#### Who Is the Company Behind Lucid?

- **Seller:** [LucidApp](https://www.g2.com/sellers/lucidapp)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 44% Medium, 41% Small

#### What Are Recent G2 Reviews of Lucid?

**["Intuitive, Professional Diagrams with Seamless Real-Time Collaboration"](https://www.g2.com/survey_responses/lucid-review-13250820)**

**Rating:** 4.5/5.0 stars

_— LOKESH G._

[Read full review](https://www.g2.com/survey_responses/lucid-review-13250820)

**["Fast, Objective Bias Checks for Policy Language with Lucid"](https://www.g2.com/survey_responses/lucid-review-13211542)**

**Rating:** 4.5/5.0 stars

_— Muhammed A._

[Read full review](https://www.g2.com/survey_responses/lucid-review-13211542)

### [AB Tasty](https://www.g2.com/products/ab-tasty/reviews)

At AB Tasty, we’re your partner for pushing great ideas even further through optimization. We achieve this by empowering brands to build better experiences using personalization, experimentation, recommendations, search and the market’s only emotions-based segmentation solution. Our all-in-one platform offers web and API solutions for a unified approach to creating seamless experiences. We are a trusted partner in optimization and innovation to over 1,100 brands including Kering, McDonald’s, Ulta Beauty, L’Oreal, Disneyland Paris, LVMH, and many others. Our global team of experts is what sets us apart with an unmatched customer-first mindset embedded into company culture. To learn more, visit www.abtasty.com

**Average Rating:** 4.4/5.0

**Total Reviews:** 415

#### Who Is the Company Behind AB Tasty?

- **Seller:** [VWO AB Tasty](https://www.g2.com/sellers/vwo-ab-tasty)
- **Company Website:** www.abtasty.com
- **Year Founded:** 2009
- **HQ Location:** PARIS, France
- **Twitter:** @ABTasty  
11,859 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=999c5952730de78c29f193f07f381226dd70ea920bf7a7dae24e0466652c1a3f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1885711%2F&secure%5Burl_type%5D=linkedin_company_website)  
339 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Chef de projet digital, Product Manager
- **Top Industries:** Retail, Cosmetics
- **Company Size:** 50% Medium, 32% Large

#### What Do G2 Reviewers Say About AB Tasty?

_AI-generated summary from verified user reviews_

##### Pros

- Users find AB Tasty to be **very easy to use** , appreciating its intuitive interface and user-friendly analytics tools.
- Users commend the **reactive and helpful customer support** from AB Tasty, enhancing their testing experience significantly.
- Users appreciate the **ease of A/B testing setup** with great support and intuitive interface of AB Tasty.
- Users value the **helpful customer support** from AB Tasty, enhancing their testing and optimization experiences significantly.
- Users value the **easy setup** of AB Tasty, enabling quick experiments and personalisation without technical hurdles.

##### Cons

- Users note the **lack of straightforward integrations** with Salesforce, impacting analytics and requiring manual workaround solutions.
- Users often face **testing difficulties** with AB Tasty, finding the QA process cumbersome and inconsistent with live site visuals.
- Users find the **difficult learning** curve for advanced features in AB Tasty can hinder initial user experience.
- Users find the **learning curve challenging** , particularly with advanced features and navigation of AB Tasty's extensive options.
- Users are disappointed by the **missing native integrations** , which complicates analytics and necessitates workarounds.

#### What Are Recent G2 Reviews of AB Tasty?

**["Easy A/B Testing and Personalization with Powerful Analytics in AB Tasty"](https://www.g2.com/survey_responses/ab-tasty-review-13229482)**

**Rating:** 4.5/5.0 stars

_— LOKESH G._

[Read full review](https://www.g2.com/survey_responses/ab-tasty-review-13229482)

**["AB Tasty Makes A/B Testing and Targeting Easy for Data-Driven Decisions"](https://www.g2.com/survey_responses/ab-tasty-review-13373990)**

**Rating:** 4.0/5.0 stars

_— Manish K._

[Read full review](https://www.g2.com/survey_responses/ab-tasty-review-13373990)

#### What Are G2 Users Discussing About AB Tasty?

- [What is AB Tasty used for?](https://www.g2.com/discussions/what-is-ab-tasty-used-for)
- [What is Flagship used for?](https://www.g2.com/discussions/what-is-flagship-used-for)

### [FaceReader Online](https://www.g2.com/products/facereader-online/reviews)

FaceReader Online is a web-based facial coding and webcam eye tracking platform. It integrates Responsible AI with Behavior AI, helping advertising experts, academic researchers, and UX professionals to understand real human reactions and boost the effectiveness of their content and designs. The company aims to give data-driven insights, that can improve design, and maximize campaign impact. With a global user base and a commitment to scientific rigor, FaceReader Online is recognized as a leader in the field of affective computing.

**Average Rating:** 4.3/5.0

**Total Reviews:** 10

#### Who Is the Company Behind FaceReader Online?

- **Seller:** [FaceReader Online](https://www.g2.com/sellers/facereader-online)
- **Year Founded:** 2013
- **HQ Location:** Amsterdam, NL
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b6a035e422024e30fa04dacec15980226c4b0aa61d28bb00af9f70032951a5bf&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhuman-insight-services%2F&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Small, 30% Medium

#### What Are Recent G2 Reviews of FaceReader Online?

**["Facial Expression Insights That Deepen Our Driver UX Research"](https://www.g2.com/survey_responses/facereader-online-review-13274582)**

**Rating:** 4.5/5.0 stars

_— Muhammed A._

[Read full review](https://www.g2.com/survey_responses/facereader-online-review-13274582)

**["Revolutionizes UX Research with Emotion and Attention Analysis"](https://www.g2.com/survey_responses/facereader-online-review-13260885)**

**Rating:** 4.0/5.0 stars

_— Jeni J._

[Read full review](https://www.g2.com/survey_responses/facereader-online-review-13260885)

### [Decode](https://www.g2.com/products/entropik-decode/reviews)

Decode is an integrated Human Insights AI Platform that replaces fragmented research stacks with a single, comprehensive solution. By unifying consumer research, user experience testing, predictive creative analytics, and insights management with Emotion AI, Behavior AI and Generative AI, Decode delivers faster, more actionable insights across the entire customer journey. Complete Research Suite: - Consumer Insights: AI-powered surveys, qualitative research, diary studies, shopper behavior analysis, and social media research that decode emotions and predict behaviors. - User Experience Research: Remote user testing, journey mapping, wireframe validation, prototype testing, and live website optimization. - Predictive Creative Analytics: Real-time eye-gaze tracking, attention measurement, and creative optimization powered by advanced Neuro AI. - Insights Intelligence Hub: Centralized AI Copilot that automatically analyzes calls, meetings, documents, and research data to surface connected insights across all touchpoints.

**Average Rating:** 4.5/5.0

**Total Reviews:** 48

#### Who Is the Company Behind Decode?

- **Seller:** [Entropik Technologies](https://www.g2.com/sellers/entropik-technologies)
- **Year Founded:** 2016
- **HQ Location:** Bengaluru, IN
- **Twitter:** @entropik\_io  
583 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fa5de4dc2a345bcdd3ea04424d691de854b81b8667729b4af252728187a70e23&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fentropiktech%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website)  
94 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 40% Medium, 40% Large

#### What Do G2 Reviewers Say About Decode?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** in Decode, enabling seamless navigation and effortless task management.
- Users value Decode's **seamless integrations** and intuitive interface, greatly enhancing their consumer insights research and productivity.
- Users appreciate the **intuitive interface and productivity-enhancing features** of Decode, making it essential for daily tasks.
- Users praise the **AI-powered Decode Copilot** for its seamless data analysis and deep consumer behavior insights.
- Users appreciate the **advanced analytics** of Decode, which significantly enhance consumer trend forecasting and data analysis efficiency.

##### Cons

- Users report a **steep learning curve** with Decode, making initial setup and mastery challenging for some.
- Users feel the **dashboard issues** hinder effective data analysis and call for a more streamlined interface.
- Users note a **steep learning curve** initially, requiring time and better tutorials to fully utilize Decode's features.
- Users find Decode's interface **not user-friendly** , lacking intuitiveness and making it challenging to access tools and reports.
- Users report a **steep learning curve** at first, making initial setup and feature mastery challenging.

#### What Are Recent G2 Reviews of Decode?

**["Cross-Stack Versatility with Practical LLM Decoding Optimizations"](https://www.g2.com/survey_responses/decode-review-13383570)**

**Rating:** 4.5/5.0 stars

_— Ritik R._

[Read full review](https://www.g2.com/survey_responses/decode-review-13383570)

**["Straightforward User Feedback Insights That Drive Better Product Decisions"](https://www.g2.com/survey_responses/decode-review-13283281)**

**Rating:** 4.5/5.0 stars

_— LOKESH G._

[Read full review](https://www.g2.com/survey_responses/decode-review-13283281)

### [Clarifai](https://www.g2.com/products/clarifai/reviews)

Clarifai is a leader in AI orchestration and development, helping organizations, teams, and developers build, deploy, orchestrate, and operationalize AI at scale. Clarifai’s cutting-edge AI workflow orchestration platform leverages today's modern AI technologies like Large Language Models (LLMs), Large Vision Models (LVMs), and Retrieval Augmented Generation (RAG), data labeling, inference, and more, and is available in cloud, on-premises, or hybrid environments. Founded in 2013, Clarifai has been used to build more than 1.5 million AI models with more than 400,000 users in 170 countries. Learn more at www.clarifai.com.

**Average Rating:** 4.3/5.0

**Total Reviews:** 74

#### Who Is the Company Behind Clarifai?

- **Seller:** [Clarifai](https://www.g2.com/sellers/clarifai)
- **Year Founded:** 2013
- **HQ Location:** Wilmington, Delaware
- **Twitter:** @clarifai  
10,922 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8e96cd967f3d17ebfc636080f07d5b87c9155366576feb1d18188684d774aa32&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10064814%2F&secure%5Burl_type%5D=linkedin_company_website)  
49 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 61% Small, 29% Medium

#### What Do G2 Reviewers Say About Clarifai?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate Clarifai for its **impressive models and flexibility** , enhancing image and video recognition effectively.
- Users value the **easy AI tools** of Clarifai, enabling fast and accurate image and video recognition effortlessly.
- Users value the **model variety** in Clarifai, enabling tailored solutions with impressive flexibility and ease of integration.
- Users appreciate the **cutting-edge AI integration** of Clarifai, enabling accurate image and video recognition through customizable models.
- Users appreciate the **cutting-edge AI capabilities** of Clarifai, especially for image and video recognition tasks.

##### Cons

- Users find the platform **expensive** for small-scale developers, as costs can accumulate quickly with usage.
- Users find the **complexity of setup and documentation** challenging, especially for newcomers to the platform.
- Users find the **learning curve steep** for Clarifai, particularly for those new to machine learning platforms.
- Users face a **lack of resources** , hindering accessibility for small-scale developers and non-profits seeking affordable options.
- Users often find the **poor documentation** of Clarifai lacking detail, hindering their ability to maximize its features.

#### What Are Recent G2 Reviews of Clarifai?

**["Clarifai’s Flexible Model Workflows and Powerful Multimodal Platform"](https://www.g2.com/survey_responses/clarifai-review-13279085)**

**Rating:** 4.5/5.0 stars

_— Subhashree S._

[Read full review](https://www.g2.com/survey_responses/clarifai-review-13279085)

**["Powerful AI Platform for Computer Vision and Multimodal Workflows"](https://www.g2.com/survey_responses/clarifai-review-13188111)**

**Rating:** 4.0/5.0 stars

_— Jeni J._

[Read full review](https://www.g2.com/survey_responses/clarifai-review-13188111)

### [Conversation Insights Agent](https://www.g2.com/products/conversation-insights-agent/reviews)

Unlock the power of your enterprise data with conversational analytics built from the ground up to use large language models. Uniphore U-Analyze uses generative AI to uncover trends, intents and insights from customer interactions, helping businesses better understand their customers, fine-tune contact center operations and create smoother, simpler customer experiences.

**Average Rating:** 4.3/5.0

**Total Reviews:** 7

#### Who Is the Company Behind Conversation Insights Agent?

- **Seller:** [Uniphore](https://www.g2.com/sellers/uniphore)
- **Year Founded:** 2008
- **HQ Location:** Palo Alto , US
- **Twitter:** @uniphore  
2,302 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1a034f07a547e1694fce444d7ddee4ed7677d916d65e45d58eb018149267b338&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Funiphore&secure%5Burl_type%5D=linkedin_company_website)  
875 employees on LinkedIn®
- **Ownership:** Private

#### Who Uses This Product?

- **Company Size:** 43% Medium, 29% Large

#### What Are Recent G2 Reviews of Conversation Insights Agent?

**["Empowers QA with Seamless Insights and Automation"](https://www.g2.com/survey_responses/conversation-insights-agent-review-13252341)**

**Rating:** 4.0/5.0 stars

_— Jeni J._

[Read full review](https://www.g2.com/survey_responses/conversation-insights-agent-review-13252341)

**["Quickly Turns Conversation Data Into Practical Customer Insights"](https://www.g2.com/survey_responses/conversation-insights-agent-review-13277031)**

**Rating:** 4.5/5.0 stars

_— Subhashree S._

[Read full review](https://www.g2.com/survey_responses/conversation-insights-agent-review-13277031)

### [EchoDepth](https://www.g2.com/products/echodepth/reviews)

EchoDepth is Cavefish core platform for \*\*Emotional Decision Intelligence\*\*. It is designed to measure how people actually feel about something in real time, rather than relying on what they say after the fact. At a practical level, it works by analysing \*\*involuntary human signals\*\* captured through standard video. Instead of asking questions like “what do you think?”, it observes the immediate emotional response that occurs before someone has time to interpret or filter it. The system focuses on two layers: First, \*\*facial Action Units\*\*. These are specific muscle movements in the face, originally defined in the Facial Action Coding System. They occur automatically and reflect genuine emotional reactions in the first few hundred milliseconds after exposure to a stimulus. Second, \*\*emotional state modelling\*\* using three dimensions: \* Valence: whether the response is positive or negative \* Arousal: the intensity of the response \* Dominance: the sense of control or submission By combining these, EchoDepth produces a moment-by-moment map of emotional response. This allows you to distinguish between surface-level approval and genuine desire or resistance, which often look identical in traditional research. The purpose is to solve a structural limitation in research and decision-making: people cannot reliably articulate their true emotional response, especially in real time or in social contexts. EchoDepth bypasses that limitation by measuring the response before it is verbalised. Typical use cases include: \* Product and packaging testing \* Marketing and creative evaluation \* Leadership communication and investor messaging \* Employee experience and culture diagnostics \* High-stakes decision validation In simple terms, EchoDepth helps organisations understand \*\*how decisions will land emotionally before they are made\*\*, so emotional risk can be assessed alongside financial and operational factors.

**Average Rating:** 4.8/5.0

**Total Reviews:** 6

#### Who Is the Company Behind EchoDepth?

- **Seller:** [Cavefish AI Labs](https://www.g2.com/sellers/cavefish-ai-labs)
- **Year Founded:** 2023
- **HQ Location:** Cardiff, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ae48b159088680f6a4383382da8bba825db9351ed4b292e32783319a9b5bc69c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcavefish-ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
4 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Small, 33% Large

#### What Are Recent G2 Reviews of EchoDepth?

**["EchoDepth Streamlines Insights with a Smooth, Straightforward Interface"](https://www.g2.com/survey_responses/echodepth-review-13261442)**

**Rating:** 4.5/5.0 stars

_— LOKESH G._

[Read full review](https://www.g2.com/survey_responses/echodepth-review-13261442)

**["Powerful Emotional Analysis, Easy Setup"](https://www.g2.com/survey_responses/echodepth-review-13285232)**

**Rating:** 5.0/5.0 stars

_— Sukirti K._

[Read full review](https://www.g2.com/survey_responses/echodepth-review-13285232)

### [Amotions AI](https://www.g2.com/products/amotions-ai/reviews)

Amotions AI provides real-time coaching during live sales calls to help reps handle objections, do discovery, answer technical questions, practice with AI roleplay, and get scores and feedback for real meetings and roleplay, increase win rates, and reduce ramp up time. 🚀 Book a personalized demo for your team: https://amotionsinc.com About Amotions AI: Amotions AI helps organizations win more customers and reduce ramp time through real-time coaching during conversations, AI roleplay, and post-meeting feedback with emotionally intelligent AI. By understanding emotional cues and conversation dynamics, Amotions coaches customer-facing professionals live on discovery, objection handling, and answering technical questions. Website: https://amotionsinc.com/ LinkedIn: https://www.linkedin.com/company/amotions/ AI that you can use in your sales calls live to handle objections. Help with sales. Record sales and get feedback. Upload videos for an AI score. AI coach. AI sales coach. AI coach for sales. Real-time AI assistance during sales calls.

**Average Rating:** 5.0/5.0

**Total Reviews:** 3

#### Who Is the Company Behind Amotions AI?

- **Seller:** [AI Coach Amotions](https://www.g2.com/sellers/ai-coach-amotions)
- **HQ Location:** Burlingame, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=de19a70419edef54fd59490893607d1454f37f8fa4e80bbf7f7d4f9ac70b49fa&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Famotions%2F&secure%5Burl_type%5D=linkedin_company_website)  
17 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Amotions AI?

**["Real-Time Sales Coaching That Actually Helps"](https://www.g2.com/survey_responses/amotions-ai-review-13361292)**

**Rating:** 5.0/5.0 stars

_— Bill H._

[Read full review](https://www.g2.com/survey_responses/amotions-ai-review-13361292)

**["Real-Time Coaching Transformed Our Sales Calls"](https://www.g2.com/survey_responses/amotions-ai-review-13227805)**

**Rating:** 5.0/5.0 stars

_— Pianpian G._

[Read full review](https://www.g2.com/survey_responses/amotions-ai-review-13227805)

### [Cogito](https://www.g2.com/products/cogito-corporation-cogito/reviews)

Cogito is a behavioral analytics software that provides sales, service and care management professionals with the real-time emotional intelligence needed to improve sales results, deliver amazing customer experiences and enhance quality of care.

**Average Rating:** 4.4/5.0

**Total Reviews:** 4

#### Who Is the Company Behind Cogito?

- **Seller:** [Cogito](https://www.g2.com/sellers/cogito-b7c3c578-a73a-4106-8510-cbd22fa5f9a5)
- **Year Founded:** 2007
- **HQ Location:** Boston, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f9afd7389fc797581a9754d34368dcdc8e8b304c6a025ea3f4fb6c894e8a0c11&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2460383&secure%5Burl_type%5D=linkedin_company_website)  
82 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Medium, 25% Small

#### What Do G2 Reviewers Say About Cogito?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **seamless API integration** of Cogito, enhancing real-time insights and improving operational efficiency.
- Users value the **real-time emotional intelligence** of Cogito, enhancing call center interactions and agent performance significantly.
- Users value the **real-time emotional intelligence** of Cogito, enhancing customer interactions and agent performance significantly.
- Users value the **real-time emotional intelligence** from Cogito, enhancing coaching and improving both customer satisfaction and agent performance.
- Users value the **seamless CRM integration** of Cogito, enhancing efficiency and improving customer interactions effectively.

#### What Are Recent G2 Reviews of Cogito?

**["A Valuable Tool for Better Customer Conversations Real-Time Guidance and AI Summaries Save Time"](https://www.g2.com/survey_responses/cogito-review-13201970)**

**Rating:** 5.0/5.0 stars

_— Dr Samita C._

[Read full review](https://www.g2.com/survey_responses/cogito-review-13201970)

**["Intuitive UI, Fast Integrations, and a Big Efficiency Boost"](https://www.g2.com/survey_responses/cogito-review-13187245)**

**Rating:** 4.5/5.0 stars

_— Verified User in Financial Services_

[Read full review](https://www.g2.com/survey_responses/cogito-review-13187245)

### [Opsis Emotion AI](https://www.g2.com/products/opsis-emotion-ai/reviews)

Awarding-winning emotion machine learning algorithm for multimodal facial, speech, text and posture with psychological annotation to manifest an individual or large group with refine classification. The solution is adapted to run natively on SAP platform and can used as service for other apps.

**Average Rating:** 4.7/5.0

**Total Reviews:** 3

#### Who Is the Company Behind Opsis Emotion AI?

- **Seller:** [Opsis](https://www.g2.com/sellers/opsis)
- **HQ Location:** Singapore, SG
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9e0fa712c90d32276ea9676e4dde5a8fd31092ef33c4e5d02ad1f939427d5eaf&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fopsis-pte-ltd%2F&secure%5Burl_type%5D=linkedin_company_website)  
13 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Large, 33% Medium

#### What Are Recent G2 Reviews of Opsis Emotion AI?

**["Advanced Emotion Insights with Rich Multimodal Analysis"](https://www.g2.com/survey_responses/opsis-emotion-ai-review-13326060)**

**Rating:** 4.5/5.0 stars

_— ALISHETTI S._

[Read full review](https://www.g2.com/survey_responses/opsis-emotion-ai-review-13326060)

**["Nuanced Emotion Insights with Multisignal Detection and the Circumplex Model"](https://www.g2.com/survey_responses/opsis-emotion-ai-review-13281785)**

**Rating:** 4.5/5.0 stars

_— LOKESH G._

[Read full review](https://www.g2.com/survey_responses/opsis-emotion-ai-review-13281785)

### [Sales Interaction Agent](https://www.g2.com/products/sales-interaction-agent/reviews)

Q for Sales gives revenue teams real-time guidance to eliminate guesswork, accelerate workflows, and win more deals. With the help of Q for Sales, you can capture notes, analyze sales conversations, and understand what motivates buyers to boost seller engagement and effectively coach your team from the customer’s perspective. Built with the entire revenue team in mind. From real-time insights to Voice of the Customer and buyer analytics, Q surfaces actionable insights for every member of the revenue team. Validate messaging, surface the moments that matter, share important meeting clips across teams, and enable your reps to meet buyers in the moment—with better understanding across every meeting and deal. Q for Sales Includes: Q Real-Time: AI-Powered Notetaking and Meeting Insights for Zoom, Teams, & WebEx Meeting Insights: Auto-surface key moments and action items. Analyze buyer sentiment and engagement to identify the topics, content, and moments that matter most to your customer. Deal Insights: Understand the sentiment and engagement of all stakeholders, identify what is needed to move deals forward and accelerate sales execution. Analytics: Voice of customer insights based on verbal, tonal, and visual signals to validate messaging and methodology, identify market trends, gauge confidence, and better understand your buyer. Improve: Micro-Coaching and Seller EQ to inform Reps on their performance, surface coachable moments, and improve conversation skills and empathy based on buyer reactions. Team EQ: Realize the value of training and enablement. Identify lapses in empathy, hesitations, and coachable moments across your team. Track improvement and correlate training to real business outcomes. Sharing: Quickly create and share meeting clips and playlists based on your selection or save time with AI-generated key moments. Sales Coaching: Surface coachable moments based on buyer confusion and concern while gaining new metrics around Rep performance. Realize the value of training and enablement. Team Selling: Get the right people involved in every deal and streamline handoffs. Comment and collaborate directly within the context of specific meetings and deals. Access Controls: Complete or controlled access to Meeting Insights, Deal Insights, and Analytics based on your unique permissions.

**Average Rating:** 4.6/5.0

**Total Reviews:** 4

#### Who Is the Company Behind Sales Interaction Agent?

- **Seller:** [Uniphore](https://www.g2.com/sellers/uniphore)
- **Year Founded:** 2008
- **HQ Location:** Palo Alto , US
- **Twitter:** @uniphore  
2,302 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1a034f07a547e1694fce444d7ddee4ed7677d916d65e45d58eb018149267b338&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Funiphore&secure%5Burl_type%5D=linkedin_company_website)  
875 employees on LinkedIn®
- **Ownership:** Private

#### Who Uses This Product?

- **Company Size:** 60% Medium, 40% Large

#### What Are Recent G2 Reviews of Sales Interaction Agent?

**["Conversation Insights That Make Deal Progress Clear"](https://www.g2.com/survey_responses/sales-interaction-agent-review-13368538)**

**Rating:** 4.0/5.0 stars

_— Sonu S._

[Read full review](https://www.g2.com/survey_responses/sales-interaction-agent-review-13368538)

**["Buyer Intelligence That Surfaces Clear Deal Signals After Every Meeting"](https://www.g2.com/survey_responses/sales-interaction-agent-review-13325889)**

**Rating:** 4.5/5.0 stars

_— ALISHETTI S._

[Read full review](https://www.g2.com/survey_responses/sales-interaction-agent-review-13325889)

### [Real-time Guidance Agent](https://www.g2.com/products/real-time-guidance-agent/reviews)

U-Assist is an intelligent agent guidance solution designed to streamline the onboarding process, reduce error rates, and enhance operational efficiencies within customer service environments. By integrating advanced technologies such as Artificial Intelligence (AI) and Robotic Process Automation (RPA), U-Assist automates knowledge-based integration, ensuring that agents have immediate access to essential customer information during interactions. This capability allows agents to provide seamless service without the need to place customers on hold, thereby improving the overall customer experience. The target audience for U-Assist includes organizations that prioritize customer service excellence and seek to optimize their operational workflows. This solution is particularly beneficial for call centers, customer support teams, and businesses that handle a high volume of customer inquiries. By addressing common pain points such as lengthy onboarding processes and high error rates, U-Assist empowers agents to perform more effectively and efficiently, ultimately leading to improved customer satisfaction. Key features of U-Assist include real-time data retrieval, automated knowledge sharing, and performance analytics. These features work together to enhance the agent experience by reducing the time required for onboarding new staff, allowing them to become productive more quickly. Additionally, U-Assist increases upsell and cross-sell opportunities by equipping agents with relevant information that can be leveraged during customer interactions. This not only boosts agent performance but also contributes to the overall revenue potential of the organization. U-Assist minimizes costly errors by providing agents with accurate and up-to-date information, thereby reducing the likelihood of repeat calls and enhancing the quality of service provided. The solution also helps reduce agent handling time, allowing for more efficient call management and enabling agents to deliver consistently exceptional customer service. By integrating U-Assist into their operations, organizations can expect to see a significant improvement in both agent productivity and customer satisfaction, creating a more effective and responsive customer service environment.

**Average Rating:** 4.0/5.0

**Total Reviews:** 2

#### Who Is the Company Behind Real-time Guidance Agent?

- **Seller:** [Uniphore](https://www.g2.com/sellers/uniphore)
- **Year Founded:** 2008
- **HQ Location:** Palo Alto , US
- **Twitter:** @uniphore  
2,302 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1a034f07a547e1694fce444d7ddee4ed7677d916d65e45d58eb018149267b338&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Funiphore&secure%5Burl_type%5D=linkedin_company_website)  
875 employees on LinkedIn®
- **Ownership:** Private

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Small

#### What Are Recent G2 Reviews of Real-time Guidance Agent?

**["Futuristic Gen AI That Solves Problems and Sparks Great Ideas"](https://www.g2.com/survey_responses/real-time-guidance-agent-review-12670053)**

**Rating:** 5.0/5.0 stars

_— Verified User in Computer & Network Security_

[Read full review](https://www.g2.com/survey_responses/real-time-guidance-agent-review-12670053)

**["Transforms Call Handling with Intelligent Guidance"](https://www.g2.com/survey_responses/real-time-guidance-agent-review-13252620)**

**Rating:** 4.0/5.0 stars

_— Jeni J._

[Read full review](https://www.g2.com/survey_responses/real-time-guidance-agent-review-13252620)

### [Affectiva](https://www.g2.com/products/affectiva/reviews)

Affectiva is now a Smart Eye company. In June 2021 Smart Eye acquired Affectiva. We are merging the two companies to form a global AI powerhouse.

#### Who Is the Company Behind Affectiva?

- **Seller:** [Affectiva](https://www.g2.com/sellers/affectiva)
- **Year Founded:** 2009
- **HQ Location:** Boston, US
- **Twitter:** @Affectiva  
10,612 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=46cd54e153e6c382a441fe44d4e34a76cdb3bdf6d841dde9131a339a7ffe2cd0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faffectiva_2&secure%5Burl_type%5D=linkedin_company_website)  
47 employees on LinkedIn®

### [Affiniti AI](https://www.g2.com/products/affiniti-ai/reviews)

Affiniti AI is an innovative conversational AI platform designed to enhance mental health therapy by providing continuous support to clients between sessions. Serving as a virtual co-therapist, it enables clients to practice and internalize coping strategies, reinforcing their commitment to mental health improvement. Therapists benefit from detailed insights into client experiences, facilitating more focused and impactful therapy sessions. Key Features and Functionality: - Client Engagement: Offers AI-based support between therapy sessions, allowing clients to practice coping strategies and maintain progress. - Therapist Support: Provides therapists with in-depth interaction analysis, offering insights into client experiences and obstacles. - Seamless Integration: Easily incorporates into existing therapy practices without disruption, complementing traditional methods. - Security and Privacy: Employs robust security measures to safeguard all client interactions and data. Primary Value and Solutions: Affiniti AI addresses the challenge of maintaining client engagement between therapy sessions by offering continuous, personalized support. This approach empowers clients to actively participate in their mental health journey, leading to improved outcomes and a stronger therapeutic alliance. For therapists, the platform streamlines session planning and enhances the effectiveness of therapy by providing valuable insights into client progress and challenges.

#### Who Is the Company Behind Affiniti AI?

- **Seller:** [Affiniti AI](https://www.g2.com/sellers/affiniti-ai)
- **HQ Location:** London, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4a9d4830f174527270cdfb50ba4f9bec5384475862bc9a243a9bc4814e61cf2b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faffiniti-ai%2F&secure%5Burl_type%5D=linkedin_company_website)  
5 employees on LinkedIn®

### [Ai4Dui](https://www.g2.com/products/ai4dui/reviews)

AI4DUI is an AI-driven platform designed to assist individuals dealing with DUI-related challenges by providing general information and immediate emotional and motivational support. While it does not offer legal advice, AI4DUI serves as a valuable resource for those seeking guidance and encouragement during difficult times. Key Features and Functionality: - General DUI Information: Offers accessible and comprehensive information to help users understand DUI-related issues. - Emotional and Motivational Support: Provides immediate assistance to help users cope with the emotional impact of a DUI incident. - User-Friendly Interface: Designed for ease of use, allowing individuals to quickly access the support they need. Primary Value and User Solutions: AI4DUI addresses the emotional and informational needs of individuals facing DUI-related challenges by offering immediate support and guidance. By providing a platform for users to access general information and emotional assistance, AI4DUI helps individuals navigate the complexities of their situation, promoting mental well-being and informed decision-making.

#### Who Is the Company Behind Ai4Dui?

- **Seller:** [ai4dui](https://www.g2.com/sellers/ai4dui)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

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[Browse Emotion AI Themes](/categories/emotion-ai/themes)

 ![Tian Lin](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tian Lin")
TL

Researched and written by [Tian Lin](https://research.g2.com/insights/author/tian-lin)

Updated April 9, 2026

Emotion AI software uses advanced AI technologies to detect, analyze, and interpret human emotions through inputs such as facial expressions, voice tone, text, and physiological signals, enabling personalized and empathetic interactions across customer service, healthcare, education, marketing, and entertainment applications.

### Core Capabilities of Emotion AI Software

To qualify for inclusion in the Emotion AI category, a product must:

- Leverage ML or AI to analyze emotions across multiple data sources such as visual, auditory, textual, or biometric inputs
- Identify and classify emotional states such as happiness, sadness, or anger
- Produce actionable insights such as sentiment scores, emotion labels, or intensity heatmaps
- Process at least one data type effectively, with optional support for multiple sources
- Deliver results in a format suitable for analysis or integration such as dashboards, APIs, or reports
- Support customizable emotion detection models or frameworks for specific use cases

### Common Use Cases for Emotion AI Software

Customer service, healthcare, education, and marketing teams use Emotion AI to better understand and respond to human emotional states. Common use cases include:

- Analyzing customer sentiment in real-time interactions to improve service quality and satisfaction
- Monitoring student engagement and emotional responses in educational environments
- Supporting mental health monitoring and therapeutic applications with emotion-aware AI interactions

### How Emotion AI Software Differs from Other Tools

Emotion AI integrates with [conversational intelligence software](https://www.g2.com/categories/conversational-intelligence), [natural language processing (NLP) software](https://www.g2.com/categories/natural-language-processing-nlp), and [voice recognition software](https://www.g2.com/categories/voice-recognition) to enhance user engagement analysis across modalities. It aligns with [AI governance tools](https://www.g2.com/categories/ai-governance-tools) for ensuring ethical application in sensitive fields such as healthcare and mental health, where responsible, bias-aware emotion analysis is critical.

### Insights from G2 on Emotion AI Software

Based on category trends on G2, real-time emotion detection accuracy and multi-modal analysis capabilities stand out as standout features. These platforms deliver improvements in personalized interaction quality and more empathetic automated responses as primary outcomes of adoption.

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