# Best Emotion AI Software

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

**Total Products under this Category:** 163

### Category Stats (Aug 2026)

- **Average Rating:** 4.54/5 (↓0.05 vs Jul 2026) The average rating of products in this category, based on all submitted ratings

_Last updated: August 01, 2026_

## How Does G2 Rank Emotion AI Software Products?

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

- 30 Analysts and Data Experts
- 500+ Authentic Reviews
- 163+ 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.

**Sponsored**

### Gemini

Gemini is a family of multimodal, generative AI models. These models were developed by Google DeepMind and Google Research. They are designed to understand, operate across, and combine different types of information. This includes text, images, audio, video, and code. Gemini serves as a versatile, everyday AI assistant and powers a conversational chatbot. Key Product Features & Capabilities Multimodal Understanding: Gemini understands and combines text, images, audio, video, and code. It can analyze complex documents, code repositories, and long videos. Conversational AI: Gemini allows for natural conversations. It functions as an intelligent assistant that can brainstorm, plan, and discuss topics. Deep Research & Analysis: Gemini can analyze websites and user files to generate reports. It can also create audio overviews of the information. Agentic Capabilities: Users can create custom "Gems" (specialized AI experts). The models can act as agents to take actions in tools like Chrome. Integrated Productivity: Gemini is integrated into Gmail, Google Docs, Drive, and Meet. This helps summarize, write, edit, and organize information. Creative Tools: Features include image generation and video creation, enabling the generation of 8-second videos with sound. Long Context Window: High-end models feature up to a 1 million-token context window. This is capable of analyzing large amounts of data.

[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=2026-08-03T01%3A44%3A07Z&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=1332376&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%3Fopen_modal_url%3D%252Fproducts%252Fcoach-nova%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Femotion-ai%2526source%253Dcategory&secure%5Btoken%5D=83b106d02893b4fc7aaa4787c43e41ac67ec53e676ea7f40bc526a8098f769c4&secure%5Burl%5D=https%3A%2F%2Fdocs.cloud.google.com%2Fgemini-enterprise-agent-platform%2Fmodels%2Fgoogle-models%2F%3Futm_source%3DG2%26utm_medium%3Ddisplay%26utm_campaign%3DCloud-SS-DR-GCP-1713658-GCP-DR-NA-US-en-G2-Display-Banner-All-%25epid%21-%25ecid%21-gemini%26utm_content%3D%257Bdevice%257D-%257Badgroupid%257D-%257Bnetwork%257D-%257Btargetid%257D-%257Bloc_physical_ms%257D-%257Bcampaignid%257D&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:** 4.5/5.0

**Total Reviews:** 12

#### 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?

- **Company Size:** 46% Small, 38% Medium

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

**["Lucid AI Makes Flowcharts and Brainstorms Effortless"](https://www.g2.com/survey_responses/lucid-review-13187688)**

**Rating:** 5.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/lucid-review-13187688)

**["Best-in-Class Interface for Fast Flowcharts and Planning"](https://www.g2.com/survey_responses/lucid-review-13196844)**

**Rating:** 4.5/5.0 stars

_— Adam E._

[Read full review](https://www.g2.com/survey_responses/lucid-review-13196844)

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

Bei AB Tasty sind wir Ihr Partner, um großartige Ideen durch Optimierung noch weiter voranzutreiben. Wir erreichen dies, indem wir Marken befähigen, bessere Erlebnisse durch Personalisierung, Experimente, Empfehlungen, Suche und die einzige emotionsbasierte Segmentierungslösung auf dem Markt zu schaffen. Unsere All-in-One-Plattform bietet Web- und API-Lösungen für einen einheitlichen Ansatz zur Schaffung nahtloser Erlebnisse. Wir sind ein vertrauenswürdiger Partner in Sachen Optimierung und Innovation für über 1.100 Marken, darunter Kering, McDonald's, Ulta Beauty, L'Oreal, Disneyland Paris, LVMH und viele andere. Unser globales Expertenteam zeichnet uns aus, mit einer unvergleichlichen kundenorientierten Denkweise, die in die Unternehmenskultur eingebettet ist.

**Average Rating:** 4.4/5.0

**Total Reviews:** 408

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

- **Verkäufer:** [VWO AB Tasty](https://www.g2.com/de/sellers/vwo-ab-tasty)
- **Unternehmenswebsite:** www.abtasty.com
- **Gründungsjahr:** 2009
- **Hauptsitz:** PARIS, France
- **Twitter:** @ABTasty  
11,859 Twitter-Follower
- **LinkedIn®-Seite:** [www.linkedin.com](https://www.g2.com/de/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)  
343 Mitarbeiter\*innen auf LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Digitalprojektleiter, Produktmanager
- **Top Industries:** Einzelhandel, Kosmetik
- **Company Size:** 51% Medium, 32% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Benutzer schätzen die **Benutzerfreundlichkeit** von AB Tasty und profitieren von seiner intuitiven Benutzeroberfläche und umfassenden Unterstützung.
- Benutzer schätzen den **sehr reaktionsschnellen Kundensupport** von AB Tasty, der die Test- und Optimierungsprozesse verbessert.
- Benutzer schätzen die **Flexibilität und den ausgezeichneten Support** von AB Tasty, der eine schnelle und einfache Einrichtung von A/B-Tests ermöglicht.
- Benutzer loben den **hilfreichen Kundensupport** und die intuitiven Funktionen von AB Tasty, die die Testeffizienz und Benutzererfahrung verbessern.
- Benutzer schätzen die **einfache Einrichtung** von AB Tasty, die schnelle Tests und Personalisierung ohne umfangreiche Entwicklungsfähigkeiten ermöglicht.

##### Cons

- Benutzer bemerken das Fehlen von **nativen Integrationen** mit Salesforce, was die Analytik erschwert und manuelle Umgehungslösungen erfordert.
- Benutzer stehen vor **Testschwierigkeiten** mit AB Tasty, da die responsiven Funktionen und der visuelle Editor manchmal nicht genau funktionieren.
- Benutzer finden die **schwierige Lernkurve** herausfordernd, insbesondere wenn sie versuchen, fortgeschrittene Funktionen und statistische Daten zu verstehen.
- Benutzer finden die **Lernkurve steil** , was es schwierig macht, sich zurechtzufinden und die Funktionen von AB Tasty vollständig zu nutzen.
- Benutzer äußern Frustration über **fehlende Integrationen** , die die Analysefähigkeiten einschränken und die Prozesse zur Verfolgung von Experimenten komplizieren.

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

**["AB Tasty's All-in-One-Plattform für Tests, Personalisierung und Experimente"](https://www.g2.com/de/survey_responses/ab-tasty-review-12668027)**

**Rating:** 5.0/5.0 stars

_— Aliya s._

[Read full review](https://www.g2.com/de/survey_responses/ab-tasty-review-12668027)

**["Ausgereifte Web-Optimierungsplattform mit vielversprechender KI und schnellem Support"](https://www.g2.com/de/survey_responses/ab-tasty-review-13080126)**

**Rating:** 4.0/5.0 stars

_— Verifizierter Benutzer in Höhere Bildung_

[Read full review](https://www.g2.com/de/survey_responses/ab-tasty-review-13080126)

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

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

### [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:** 66

#### 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)  
51 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 62% Small, 27% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use and powerful features** of Clarifai, enhancing their AI image and text projects.
- Users value the **diverse model variety** in Clarifai, enabling tailored solutions for various application scenarios efficiently.
- Users highlight the **accuracy and efficiency of Clarifai's AI technology** , making it a great choice for diverse projects.
- Users find Clarifai's **intuitive UI** easy to navigate, enhancing their experience with powerful pre-trained models.
- Users commend Clarifai for its **easy AI integration** , enabling fast and accurate tagging for various application scenarios.

##### Cons

- Users find the **cost prohibitively expensive** for small projects, hindering accessibility for individual developers and non-profits.
- Users find the **complexity** of Clarifai challenging, especially regarding documentation and advanced feature understanding.
- Users find the **learning curve steep** for new users, making initial navigation and understanding challenging.
- Users express concern over the **lack of resources** , particularly for small developers, impacting accessibility and usability.
- Users find the **poor documentation** of Clarifai frustrating, often requiring external help for guidance and clarity.

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

**["Clean UI, Powerful AI Platform with Reliable Performance and Responsive Support"](https://www.g2.com/survey_responses/clarifai-review-13072233)**

**Rating:** 5.0/5.0 stars

_— Ross M._

[Read full review](https://www.g2.com/survey_responses/clarifai-review-13072233)

**["Helped with my projects! Would recommend!"](https://www.g2.com/survey_responses/clarifai-review-11387093)**

**Rating:** 4.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/clarifai-review-11387093)

### [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:** 46

#### 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?

- **Company Size:** 45% Large, 41% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users praise Decode for its **intuitive interface** , making navigation and task performance effortless and efficient.
- Users highlight Decode's **seamless integration capabilities** , enabling effortless navigation and enhanced productivity in consumer insights research.
- Users appreciate the **intuitive interface and useful features** of Decode, significantly enhancing their productivity and workflow.
- Users value the **AI-powered assistant** of Decode for its ability to streamline data analysis and insights extraction.
- Users praise the **analytics capabilities** of Decode for transforming strategic planning and enhancing customer experience insights.

##### Cons

- Users note the **complexity of features** , making initial setup and mastering the platform challenging but eventually rewarding.
- Users find the **dashboard issues** frustrating, calling for simplification and improved data accuracy for better analysis.
- Users find the **learning curve steep** initially, noting a need for better tutorials to master Decode’s advanced features.
- Users find the **user interface not user-friendly** , often struggling to locate specific tools and reports efficiently.
- Users note a **steep learning curve** initially, making it challenging for new users to adapt effectively.

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

**["Exceptional Tool for User Research"](https://www.g2.com/survey_responses/decode-review-10038249)**

**Rating:** 5.0/5.0 stars

_— Pavan K._

[Read full review](https://www.g2.com/survey_responses/decode-review-10038249)

**["User-friendly and Reliable"](https://www.g2.com/survey_responses/decode-review-10045909)**

**Rating:** 4.5/5.0 stars

_— Verified User in Writing and Editing_

[Read full review](https://www.g2.com/survey_responses/decode-review-10045909)

### [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:** 5.0/5.0

**Total Reviews:** 3

#### 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:** 100% Small

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

**["Intuitive and fast: perfect for Marketing and other department's emotional AI insights"](https://www.g2.com/survey_responses/echodepth-review-12626875)**

**Rating:** 5.0/5.0 stars

_— Jaymie T._

[Read full review](https://www.g2.com/survey_responses/echodepth-review-12626875)

**["Powerful Qualitative Insights for Physical Product Design"](https://www.g2.com/survey_responses/echodepth-review-12603464)**

**Rating:** 5.0/5.0 stars

_— Gethin R._

[Read full review](https://www.g2.com/survey_responses/echodepth-review-12603464)

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

FaceReader Online ist eine webbasierte Plattform für Gesichtscodierung und Webcam-Eye-Tracking. Sie integriert verantwortungsvolle KI mit Verhaltens-KI und hilft Werbeexperten, akademischen Forschern und UX-Profis, echte menschliche Reaktionen zu verstehen und die Effektivität ihrer Inhalte und Designs zu steigern. Das Unternehmen zielt darauf ab, datengesteuerte Einblicke zu geben, die das Design verbessern und die Wirkung von Kampagnen maximieren können. Mit einer globalen Nutzerbasis und einem Engagement für wissenschaftliche Strenge wird FaceReader Online als führend im Bereich des affektiven Computings anerkannt.

**Average Rating:** 4.2/5.0

**Total Reviews:** 3

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

- **Verkäufer:** [FaceReader Online](https://www.g2.com/de/sellers/facereader-online)
- **Gründungsjahr:** 2013
- **Hauptsitz:** Amsterdam, NL
- **LinkedIn®-Seite:** [www.linkedin.com](https://www.g2.com/de/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 Mitarbeiter\*innen auf LinkedIn®

#### Who Uses This Product?

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

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

**["Einfache Einrichtung, aufschlussreiche Heatmaps für klügere Entscheidungen im Webdesign"](https://www.g2.com/de/survey_responses/facereader-online-review-13184279)**

**Rating:** 4.0/5.0 stars

_— Muzammil M._

[Read full review](https://www.g2.com/de/survey_responses/facereader-online-review-13184279)

**["Schnelles, No-Code-Webseitentesten mit reichhaltigen visuellen Einblicken"](https://www.g2.com/de/survey_responses/facereader-online-review-13111736)**

**Rating:** 4.0/5.0 stars

_— Chirag M._

[Read full review](https://www.g2.com/de/survey_responses/facereader-online-review-13111736)

### [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:** 4.3/5.0

**Total Reviews:** 2

#### 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:** 100% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **seamless API integration** of Cogito, enhancing call center operations and improving overall customer satisfaction.
- Users value the **real-time emotional intelligence** of Cogito, enhancing interactions and improving both agent performance and customer satisfaction.
- Users value the **real-time emotional intelligence** of Cogito, enhancing both customer experience and agent performance effectively.
- Users value the **real-time emotional intelligence** provided by Cogito, enhancing both customer experience and agent performance.
- Users value the **seamless CRM integration** of Cogito, enhancing efficiency and improving both customer satisfaction and agent performance.

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

**["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)

**["Cogito"](https://www.g2.com/survey_responses/cogito-review-11193404)**

**Rating:** 4.0/5.0 stars

_— Gianni D._

[Read full review](https://www.g2.com/survey_responses/cogito-review-11193404)

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

Entfesseln Sie die Kraft Ihrer Unternehmensdaten mit konversationeller Analytik, die von Grund auf entwickelt wurde, um große Sprachmodelle zu nutzen. Uniphore U-Analyze verwendet generative KI, um Trends, Absichten und Erkenntnisse aus Kundeninteraktionen aufzudecken, was Unternehmen hilft, ihre Kunden besser zu verstehen, den Betrieb von Kontaktzentren zu optimieren und reibungslosere, einfachere Kundenerlebnisse zu schaffen.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

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

- **Verkäufer:** [Uniphore](https://www.g2.com/de/sellers/uniphore)
- **Gründungsjahr:** 2008
- **Hauptsitz:** Palo Alto , US
- **Twitter:** @uniphore  
2,302 Twitter-Follower
- **LinkedIn®-Seite:** [www.linkedin.com](https://www.g2.com/de/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 Mitarbeiter\*innen auf LinkedIn®
- **Eigentum:** Private

#### Who Uses This Product?

- **Company Size:** 100% Large

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

**["Gesprächseinblicke-Agent: Hervorragend im Analysieren von Kundenempfindungen"](https://www.g2.com/de/survey_responses/conversation-insights-agent-review-13162653)**

**Rating:** 5.0/5.0 stars

_— Saragena S._

[Read full review](https://www.g2.com/de/survey_responses/conversation-insights-agent-review-13162653)

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

Preisgekrönter Emotionen-Maschinenlernalgorithmus für multimodale Gesichtserkennung, Sprache, Text und Haltung mit psychologischer Annotation zur Darstellung eines Individuums oder einer großen Gruppe mit verfeinerter Klassifikation. Die Lösung ist angepasst, um nativ auf der SAP-Plattform zu laufen und kann als Dienst für andere Apps genutzt werden.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

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

- **Verkäufer:** [Opsis](https://www.g2.com/de/sellers/opsis)
- **Hauptsitz:** Singapore, SG
- **LinkedIn®-Seite:** [www.linkedin.com](https://www.g2.com/de/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 Mitarbeiter\*innen auf LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Large

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

**["Potenzial, das in Smart Buildings für eine digitale sichere Stadt mit Dells Infrastruktur genutzt werden kann."](https://www.g2.com/de/survey_responses/opsis-emotion-ai-review-7315777)**

**Rating:** 5.0/5.0 stars

_— Ping W._

[Read full review](https://www.g2.com/de/survey_responses/opsis-emotion-ai-review-7315777)

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

Affectiva ist jetzt ein Unternehmen von Smart Eye. Im Juni 2021 erwarb Smart Eye Affectiva. Wir fusionieren die beiden Unternehmen, um ein globales KI-Kraftwerk zu bilden.

#### Who Is the Company Behind Affectiva?

- **Verkäufer:** [Affectiva](https://www.g2.com/de/sellers/affectiva)
- **Gründungsjahr:** 2009
- **Hauptsitz:** Boston, US
- **Twitter:** @Affectiva  
10,612 Twitter-Follower
- **LinkedIn®-Seite:** [www.linkedin.com](https://www.g2.com/de/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 Mitarbeiter\*innen auf LinkedIn®

### [Affiniti AI](https://www.g2.com/de/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?

- **Verkäufer:** [Affiniti AI](https://www.g2.com/de/sellers/affiniti-ai)
- **Hauptsitz:** London, GB
- **LinkedIn®-Seite:** [www.linkedin.com](https://www.g2.com/de/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 Mitarbeiter\*innen auf LinkedIn®

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

AI4DUI ist eine KI-gesteuerte Plattform, die darauf ausgelegt ist, Personen zu unterstützen, die mit Herausforderungen im Zusammenhang mit Trunkenheit am Steuer (DUI) konfrontiert sind, indem sie allgemeine Informationen sowie sofortige emotionale und motivierende Unterstützung bietet. Obwohl sie keine rechtliche Beratung bietet, dient AI4DUI als wertvolle Ressource für diejenigen, die in schwierigen Zeiten nach Orientierung und Ermutigung suchen. Hauptmerkmale und Funktionalität: - Allgemeine DUI-Informationen: Bietet zugängliche und umfassende Informationen, um den Nutzern zu helfen, die mit DUI verbundenen Probleme zu verstehen. - Emotionale und motivierende Unterstützung: Bietet sofortige Hilfe, um den Nutzern zu helfen, mit den emotionalen Auswirkungen eines DUI-Vorfalls umzugehen. - Benutzerfreundliche Oberfläche: Entwickelt für einfache Bedienung, damit Einzelpersonen schnell auf die benötigte Unterstützung zugreifen können. Primärer Wert und Lösungen für Nutzer: AI4DUI geht auf die emotionalen und informativen Bedürfnisse von Personen ein, die mit DUI-bezogenen Herausforderungen konfrontiert sind, indem es sofortige Unterstützung und Orientierung bietet. Durch die Bereitstellung einer Plattform, auf der Nutzer allgemeine Informationen und emotionale Unterstützung erhalten können, hilft AI4DUI Einzelpersonen, die Komplexität ihrer Situation zu bewältigen, fördert das psychische Wohlbefinden und eine fundierte Entscheidungsfindung.

#### Who Is the Company Behind Ai4Dui?

- **Verkäufer:** [ai4dui](https://www.g2.com/de/sellers/ai4dui)
- **Hauptsitz:** N/A
- **LinkedIn®-Seite:** [www.linkedin.com](https://www.g2.com/de/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 Mitarbeiter\*innen auf LinkedIn®

### [AI Brain](https://www.g2.com/de/products/ai-brain/reviews)

AIBrain ist ein Technologie-Startup mit Sitz in Palo Alto, Kalifornien, das sich auf künstliche Intelligenz-Lösungen für Bildung und Unterhaltung spezialisiert hat. Als eines der Top-5-Unterhaltungs-AI-Unternehmen im Jahr 2023 anerkannt, konzentriert sich AIBrain auf die Entwicklung von KI-Technologien, die menschliche Fähigkeiten durch innovative Anwendungen verbessern. Hauptmerkmale und Funktionalität: - AICoRE (Adaptive Interactive Cognitive Reasoning Engine): Eine grundlegende KI-Engine, die darauf ausgelegt ist, menschliche Intelligenz durch die Integration von neuronalen und kognitiven Wissenschaften zu erweitern. - Memory Graph: Ein System, das es der KI ermöglicht, sich an Interaktionen zu erinnern und daraus zu lernen, was kontinuierliche Verbesserung und personalisierte Erfahrungen erleichtert. - TYCHE: Ein KI-gestützter Familienbegleitroboter, der Benutzer durch interaktive und pädagogische Aktivitäten einbindet. - SMILE (Social Mind for Intelligently Learning Emotions): Ein KI-System, das in der Lage ist, menschliche Emotionen zu verstehen und darauf zu reagieren, um soziale Interaktionen zu verbessern. - Futurable: Ein KI-gesteuertes Spiel, das dynamische und adaptive Spielerlebnisse bietet und 2016 unter den Top 30 Spielen des Google Indie Game Festivals anerkannt wurde. - SAIVA (Sports AI Virtual Assistant): Eine KI-Lösung für Fußball, die Spielsituationen analysiert und erfolgreiche Passmöglichkeiten empfiehlt, um die Spielerleistung und das Training zu verbessern. Primärer Wert und Lösungen: Die Suite von KI-Technologien von AIBrain adressiert das Bedürfnis nach intelligenten Systemen, die lernen, sich anpassen und auf sinnvolle Weise mit Menschen interagieren können. Durch die Integration fortschrittlicher KI in Bildung und Unterhaltung verbessert AIBrain Lernerfahrungen, bietet personalisierte Begleitung und bietet innovative Werkzeuge für Sporttraining und Leistungsanalyse. Ihre Lösungen zielen darauf ab, die Kluft zwischen künstlicher Intelligenz und menschlicher Interaktion zu überbrücken und Umgebungen zu fördern, in denen KI als unterstützende und verbessernde Präsenz im täglichen Leben agiert.

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

- **Verkäufer:** [Aibrain](https://www.g2.com/de/sellers/aibrain)
- **Hauptsitz:** N/A
- **LinkedIn®-Seite:** [www.linkedin.com](https://www.g2.com/de/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 Mitarbeiter\*innen auf LinkedIn®

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

Amotions AI Coach ist eine innovative Plattform, die darauf abzielt, die Produktivität und Effektivität von Managern und hybriden Teams zu steigern, indem sie ihre Soft Skills durch KI-gestütztes Coaching verbessert. Sie bietet Echtzeit-Ratschläge, Feedback, Reflexionspraktiken und Einblicke von erstklassigen Experten, die es Einzelpersonen und Teams ermöglichen, Beziehungen zu verbessern, Führung zu meistern und emotionale Intelligenz und Empathie zu entwickeln. Hauptmerkmale und Funktionalität: - KI-gestütztes Coaching: Bietet Echtzeit-Anleitung und Feedback während Meetings, um Benutzern zu helfen, komplexe Interaktionen effektiv zu navigieren. - Rollenspiel-Szenarien: Bietet KI-gesteuerte Rollenspielübungen, die auf Vertriebs- und Führungsrollen zugeschnitten sind, sodass Benutzer ihre Fähigkeiten in einer risikofreien Umgebung üben und verfeinern können. - Personalisierte Bewertungen und Workshops: Bietet maßgeschneiderte Bewertungen und Workshops, um individuelle und teambezogene Entwicklungsbedürfnisse zu adressieren. - Tägliche Reflexionspraktiken: Fördert kontinuierliche Selbstverbesserung durch strukturierte Reflexionsübungen. - Experteninformierte Inhalte: Bietet Zugang zu Praktiken und Videos, die von führenden Experten von Institutionen wie Yale und Stanford entwickelt wurden, mit Fokus auf Schlüsselkompetenzen wie Kommunikation und Führung. - Nahtlose Integration: Integriert sich mit verschiedenen Tools, einschließlich Videokonferenzplattformen, Web- und mobilen Anwendungen, Slack und Chrome-Erweiterungen, um sicherzustellen, dass das Lernen in den täglichen Arbeitsablauf eingebettet ist. Primärer Wert und bereitgestellte Lösungen: Amotions AI Coach adressiert die Herausforderungen der Entwicklung von Soft Skills und emotionaler Intelligenz in professionellen Umgebungen. Durch das Angebot von Echtzeit-, personalisiertem Coaching und Feedback reduziert es die Einarbeitungszeit für neue Mitarbeiter und Manager um 50 %, steigert die Vertriebsproduktivität um 95 % und verkürzt die Verkaufszykluszeit um 56 %. Die Plattform fördert kontinuierliche Verbesserung, was zu stärkeren Teamdynamiken, verbesserten Kundeninteraktionen und insgesamt organisatorischem Wachstum führt.

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

- **Verkäufer:** [AI Coach Amotions](https://www.g2.com/de/sellers/ai-coach-amotions)
- **Hauptsitz:** Burlingame, US
- **LinkedIn®-Seite:** [www.linkedin.com](https://www.g2.com/de/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 Mitarbeiter\*innen auf LinkedIn®

### [Andromeda Robotics](https://www.g2.com/de/products/andromeda-robotics/reviews)

Andromeda Robotics ist ein Fertigungsunternehmen, das Roboter für Automatisierungsmaschinen entwickelt.

#### Who Is the Company Behind Andromeda Robotics?

- **Verkäufer:** [Andromeda Robotics](https://www.g2.com/de/sellers/andromeda-robotics)
- **Hauptsitz:** Melbourne, AU
- **LinkedIn®-Seite:** [www.linkedin.com](https://www.g2.com/de/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=45f3070a7a6d92628971b44ae8b5e8a590262378c01e2d1a644b22aadefb51ff&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fandromedarobotics&secure%5Burl_type%5D=linkedin_company_website)  
249 Mitarbeiter\*innen auf 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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