# Fin vs Rasa Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Fin excels in user experience, with many praising its **natural language processing** capabilities. Users find interactions with customers to be intuitive and easy to understand, which enhances overall satisfaction.
- **According to verified reviews** , Fin's implementation process is notably smooth, with users highlighting the ability to set up **automatic workflows** and access to insightful statistics, making it a strong choice for businesses looking for quick deployment.
- **Users say** that Rasa is particularly suited for those with a technical background, as it offers a highly **customizable framework** for building conversational AI. This flexibility appeals to machine learning experts who want to tailor solutions to specific business needs.
- **Reviewers mention** that while Fin has a strong support system, Rasa's open-source nature allows for extensive integration options, making it easier for users to **train and adapt** the platform to their unique requirements.
- **G2 reviewers highlight** that Fin has a higher overall satisfaction score, reflecting its ability to meet user needs effectively. Users appreciate features like **custom API connections** that automate tasks, contributing to a more efficient workflow.
- **According to recent feedback** , while Fin has a robust support quality, Rasa's focus on performance and integration makes it a compelling option for businesses looking to explore advanced AI capabilities, although it may require more technical expertise to fully leverage its potential.




| | Fin | Rasa | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.0 out of 5 | 
| **Total Reviews** | 3,913 | 11 | 
| **Largest Market Segment** | Small-Business (58.1% of reviews) | Small-Business (72.7% of reviews) | 
| **Entry Level Price** | $0.99 1 Outcome | Free | 

---
## Top Pros & Cons

### Fin

Pros:
- Helpful (378 reviews)
- Ease of Use (356 reviews)

Cons:
- Missing Features (135 reviews)
- AI Limitations (117 reviews)

### Rasa

**Not enough data**

---
## Ratings Comparison
| Rating | Fin | Rasa | 
|---|---|---|
  | **Meets Requirements** | 8.7 (2945 reviews) | 7.8 (9 reviews) | 
  | **Ease of Use** | 8.9 (2976 reviews) | 7.2 (9 reviews) | 
  | **Ease of Setup** | 8.4 (1568 reviews) | Not enough data | 
  | **Ease of Admin** | 8.6 (1382 reviews) | Not enough data | 
  | **Quality of Support** | 8.6 (2838 reviews) | 8.3 (9 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (1376 reviews) | Not enough data | 
  | **Product Direction (% positive)** | 8.8 (2788 reviews) | 5.0 (7 reviews) | 

---
## Pricing

### Fin

#### Entry-Level Pricing

Plan: Fin with your current helpdesk

Price: $0.99 1 Outcome

Description: Try Fin for 90 days, completely risk-free. If it's not the right fit, you can request a refund – no questions asked.

Key Features:
- Fin AI Agent works seamlessly with any helpdesk, including Zendesk, Salesforce, HubSpot, and more.
- Set up in under an hour.
- Handles tickets, cases, emails, live chat, WhatsApp, SMS, and more.

[Browse all 4 editions](https://www.g2.com/products/fin/pricing)

#### Free Trial

Yes

### Rasa

#### Entry-Level Pricing

Plan: Developer Edition

Price: Free

Description: For developers exploring AI assistant projects, you can access all of Rasa Pro on your own computer. CALM, Enterprise Search, E2E testing, and more. Community Support is available in our Forum.

Key Features:
- Access to Rasa Pro and our dialogue engine CALM (Conversational AI with Language Models) .

[Browse all 3 editions](https://www.g2.com/products/rasa/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Artificial Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Fin** | N/A | N/A |
| **Rasa** | N/A | N/A |

#### Additional Functionality

| Feature | Fin | Rasa | 
|---|---|---|
| **Tagging** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Speech Recognition** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Virtual Personal Assistant (VPA)** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customer Segmentation** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **For eCommerce** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Document Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Machine Learning** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Mobile App** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Sales Teams/Organizations** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Chatbot** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

### Collaboration & Productivity

| Product | Score | Reviews |
|---|---|---|
| **Fin** | N/A | N/A |
| **Rasa** | N/A | N/A |

#### Additional Functionality

| Feature | Fin | Rasa | 
|---|---|---|
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **To-Do List** | Not enough data | Not enough data | 
| **@mentions** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **File Management** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Prioritization** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Screen Sharing** | Not enough data | Not enough data | 
| **Content Management** | Not enough data | Not enough data | 
| **Brainstorming** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **File Transfer** | Not enough data | Not enough data | 
| **Calendar Management** | Not enough data | Not enough data | 
| **Status Tracking** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Version Control** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Real Time Editing** | Not enough data | Not enough data | 
| **Communication Management** | Not enough data | Not enough data | 
| **Chat/Messaging** | Not enough data | Not enough data | 
| **Tagging** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Assignment Management** | Not enough data | Not enough data | 
| **Task Scheduling** | Not enough data | Not enough data | 
| **Project Management** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **File Sharing** | Not enough data | Not enough data | 
| **Document Storage** | Not enough data | Not enough data | 
| **Task Progress Tracking** | Not enough data | Not enough data | 
| **Discussions/Forums** | Not enough data | Not enough data | 
| **Commenting/Notes** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Contact Management** | Not enough data | Not enough data | 
| **Video Conferencing** | Not enough data | Not enough data | 
| **Progress Tracking** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Document Management** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 

### AI Customer Support Agents

| Product | Score | Reviews |
|---|---|---|
| **Fin** | 7.9/10 | 307 |
| **Rasa** | N/A | N/A |

#### Dashboard

| Feature | Fin | Rasa | 
|---|---|---|
| **Dashboard** | Not enough data | Not enough data | 

#### Speech Recognition

| Feature | Fin | Rasa | 
|---|---|---|
| **Speech Recognition** | Not enough data | Not enough data | 

#### Compliance Management

| Feature | Fin | Rasa | 
|---|---|---|
| **Compliance Management** | Not enough data | Not enough data | 

#### Autonomous Task Execution

| Feature | Fin | Rasa | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 

#### Sentiment Analysis

| Feature | Fin | Rasa | 
|---|---|---|
| **Sentiment Analysis** | Not enough data | Not enough data | 

#### Data Security

| Feature | Fin | Rasa | 
|---|---|---|
| **Data Security** | Not enough data | Not enough data | 

#### Third-Party Integration

| Feature | Fin | Rasa | 
|---|---|---|
| **Third-Party Integration** | Not enough data | Not enough data | 

#### Human-in-the-loop (HITL)

| Feature | Fin | Rasa | 
|---|---|---|
| **Human-in-the-loop (HITL)** | Not enough data | Not enough data | 

#### Agentic Task Execution

| Feature | Fin | Rasa | 
|---|---|---|
| **Agentic Task Execution** | Not enough data | Not enough data | 

#### Natural Language Processing

| Feature | Fin | Rasa | 
|---|---|---|
| **Natural Language Processing** | Not enough data | Not enough data | 

#### Conversational AI

| Feature | Fin | Rasa | 
|---|---|---|
| **Conversational AI** | Not enough data | Not enough data | 

#### Performance Metrics

| Feature | Fin | Rasa | 
|---|---|---|
| **Performance Metrics** | Not enough data | Not enough data | 

#### Interaction Tracking

| Feature | Fin | Rasa | 
|---|---|---|
| **Interaction Tracking** | Not enough data | Not enough data | 

#### Knowledge Base Management

| Feature | Fin | Rasa | 
|---|---|---|
| **Knowledge Base Management** | Not enough data | Not enough data | 

#### CRM Integration

| Feature | Fin | Rasa | 
|---|---|---|
| **CRM Integration** | Not enough data | Not enough data | 

#### Inquiry Routing

| Feature | Fin | Rasa | 
|---|---|---|
| **Inquiry Routing** | Not enough data | Not enough data | 

#### Contextual Guidance

| Feature | Fin | Rasa | 
|---|---|---|
| **Contextual Guidance** | Not enough data | Not enough data | 

#### Communications Management

| Feature | Fin | Rasa | 
|---|---|---|
| **Communications Management** | Not enough data | Not enough data | 

#### Proactive Chat

| Feature | Fin | Rasa | 
|---|---|---|
| **Proactive Chat** | Not enough data | Not enough data | 

#### Ticket Management

| Feature | Fin | Rasa | 
|---|---|---|
| **Ticket Management** | Not enough data | Not enough data | 

#### Customer Query Resolution - AI Customer Support Agents

| Feature | Fin | Rasa | 
|---|---|---|
| **Automated Ticket Resolution** | 8.0 (215 reviews) | Not enough data | 
| **Contextual Response Generation** | 7.9 (228 reviews) | Not enough data | 
| **Sentiment Analysis** | 7.8 (170 reviews) | Not enough data | 
| **Knowledge Base Utilization** | 8.6 (211 reviews) | Not enough data | 
| **Multilingual Support** | 8.0 (164 reviews) | Not enough data | 

#### Customer Interaction Automation - AI Customer Support Agents

| Feature | Fin | Rasa | 
|---|---|---|
| **Proactive Customer Outreach** | 7.5 (161 reviews) | Not enough data | 
| **Feedback Collection** | 7.9 (162 reviews) | Not enough data | 
| **Escalation Handling** | 7.9 (187 reviews) | Not enough data | 
| **Workflow Optimization** | 8.7 (228 reviews) | Not enough data | 

#### Automation

| Feature | Fin | Rasa | 
|---|---|---|
| **Customer Interaction Automation** | 8.5 (225 reviews) | Not enough data | 
| **Feedback Collection** | 8.0 (167 reviews) | Not enough data | 
| **Document Processing** | 7.2 (157 reviews) | Not enough data | 

#### Autonomy

| Feature | Fin | Rasa | 
|---|---|---|
| **Independent Decision Making** | 7.6 (165 reviews) | Not enough data | 
| **Adaptive Responses** | 7.8 (169 reviews) | Not enough data | 
| **Task Execution** | 7.4 (169 reviews) | Not enough data | 
| **Problem Solving** | 7.7 (172 reviews) | Not enough data | 

### Help Desk

| Product | Score | Reviews |
|---|---|---|
| **Fin** | 8.5/10 | 1912 |
| **Rasa** | N/A | N/A |

#### Ticket and Case Management

| Feature | Fin | Rasa | 
|---|---|---|
| **Ticket creation user experience** | 8.6 (1106 reviews) ✓ Verified | Not enough data | 
| **Ticket response user experience** | 8.8 (1128 reviews) ✓ Verified | Not enough data | 
| **Workflow** | 8.7 (1107 reviews) ✓ Verified | Not enough data | 
| **Response Automation** | 8.6 (1158 reviews) ✓ Verified | Not enough data | 
| **SLA Management** | 8.3 (683 reviews) ✓ Verified | Not enough data | 
| **Attachments/Screencasts** | 8.8 (1140 reviews) ✓ Verified | Not enough data | 
| **Ticket Collaboration** | 8.8 (1065 reviews) ✓ Verified | Not enough data | 
| **Customer and Contacts Database** | 8.6 (966 reviews) ✓ Verified | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Knowledge Base Management** | Not enough data | Not enough data | 
| **Ticket Management** | Not enough data | Not enough data | 
| **Call Center Management** | Not enough data | Not enough data | 
| **Queue Management** | Not enough data | Not enough data | 
| **Inbox Management** | Not enough data | Not enough data | 
| **Support Ticket Management** | Not enough data | Not enough data | 
| **Email Management** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Fin | Rasa | 
|---|---|---|
| **AI Text Generation** | 8.3 (249 reviews) | Not enough data | 
| **AI Text Summarization** | 8.2 (250 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Help Desk

| Feature | Fin | Rasa | 
|---|---|---|
| **Autonomous Task Execution** | 7.8 (62 reviews) | Not enough data | 
| **Natural Language Interaction** | 8.3 (62 reviews) | Not enough data | 
| **Proactive Assistance** | 7.9 (62 reviews) | Not enough data | 

#### Communication Channels

| Feature | Fin | Rasa | 
|---|---|---|
| **Customer Portal** | 8.8 (895 reviews) ✓ Verified | Not enough data | 
| **Email to Case** | 8.8 (1096 reviews) ✓ Verified | Not enough data | 
| **Chat/Live Support** | 9.4 (1273 reviews) ✓ Verified | Not enough data | 
| **Social Integration** | 8.3 (813 reviews) | Not enough data | 
| **Voice** | 7.6 (525 reviews) | Not enough data | 
| **Video Chat** | Not enough data | Not enough data | 

#### Platform

| Feature | Fin | Rasa | 
|---|---|---|
| **Mobile User Support** | 8.1 (722 reviews) ✓ Verified | Not enough data | 
| **Customization ** | 8.2 (1270 reviews) ✓ Verified | Not enough data | 
| **User, Role, and Access Management** | 8.7 (825 reviews) ✓ Verified | Not enough data | 
| **Third-Party Integrations** | 8.6 (790 reviews) ✓ Verified | Not enough data | 
| **Reporting** | 8.1 (1018 reviews) ✓ Verified | Not enough data | 
| **Activity Dashboard** | 8.2 (1018 reviews) ✓ Verified | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Fin | Rasa | 
|---|---|---|
| **Automated Routing** | Not enough data | Not enough data | 
| **Chatbot** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Autoresponders** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **CRM** | Not enough data | Not enough data | 
| **Gamification** | Not enough data | Not enough data | 
| **Conversation Intelligence** | Not enough data | Not enough data | 
| **Customizable Fields** | Not enough data | Not enough data | 
| **Surveys & Feedback** | Not enough data | Not enough data | 
| **Key Performance Indicators** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Multi-Channel Communication** | Not enough data | Not enough data | 
| **Voice Recognition** | Not enough data | Not enough data | 
| **Live Chat** | Not enough data | Not enough data | 
| **Task Automation** | Not enough data | Not enough data | 
| **IVR** | Not enough data | Not enough data | 
| **Language Detection** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **Interaction Tracking** | Not enough data | Not enough data | 
| **Prioritization** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Macros/Templated Responses** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Mobile App** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Email Templates** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Automated Responses** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Personalization** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

### Conversational Marketing

| Product | Score | Reviews |
|---|---|---|
| **Fin** | 8.4/10 | 565 |
| **Rasa** | N/A | N/A |

#### Messenger

| Feature | Fin | Rasa | 
|---|---|---|
| **Sequencing** | 8.8 (384 reviews) ✓ Verified | Not enough data | 
| **AI** | 8.1 (365 reviews) ✓ Verified | Not enough data | 
| **Video Chat** | 9.3 (480 reviews) ✓ Verified | Not enough data | 
| **Customization Interface** | 8.5 (330 reviews) ✓ Verified | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Channels

| Feature | Fin | Rasa | 
|---|---|---|
| **Social Media Integration** | 8.0 (294 reviews) ✓ Verified | Not enough data | 
| **Website** | 9.0 (441 reviews) ✓ Verified | Not enough data | 
| **Text Message (SMS)** | 7.9 (208 reviews) ✓ Verified | Not enough data | 
| **Voice Assistants** | 7.3 (121 reviews) | Not enough data | 
| **Other** | 8.1 (229 reviews) ✓ Verified | Not enough data | 
| **Multi-Channel Marketing** | Not enough data | Not enough data | 

#### Customers

| Feature | Fin | Rasa | 
|---|---|---|
| **Audience Targeting** | 8.8 (430 reviews) ✓ Verified | Not enough data | 
| **Profiles** | 8.6 (433 reviews) ✓ Verified | Not enough data | 
| **Analytics** | 8.2 (439 reviews) ✓ Verified | Not enough data | 
| **Lead Gathering** | 8.3 (388 reviews) ✓ Verified | Not enough data | 
| **Sales Conversion** | 8.2 (379 reviews) ✓ Verified | Not enough data | 
| **Customer Service Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 

#### Agentic AI - Conversational Marketing

| Feature | Fin | Rasa | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Fin | Rasa | 
|---|---|---|
| **Customizable Fields** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Lead Nurturing** | Not enough data | Not enough data | 
| **Human Handover** | Not enough data | Not enough data | 
| **Lead Management** | Not enough data | Not enough data | 
| **Product Recommendations** | Not enough data | Not enough data | 
| **Customer Experience Management** | Not enough data | Not enough data | 
| **SMS Messaging** | Not enough data | Not enough data | 
| **Appointment Management** | Not enough data | Not enough data | 
| **Chat/Messaging** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Lead Distribution** | Not enough data | Not enough data | 
| **Campaign Segmentation** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **A/B Testing** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-time Conversations** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Lead Qualification** | Not enough data | Not enough data | 
| **Template Management** | Not enough data | Not enough data | 
| **Autoresponders** | Not enough data | Not enough data | 
| **Contact Database** | Not enough data | Not enough data | 
| **Customer Segmentation** | Not enough data | Not enough data | 
| **One-to-One Messaging** | Not enough data | Not enough data | 
| **Communication Management** | Not enough data | Not enough data | 
| **Campaign Management** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Lead Capture** | Not enough data | Not enough data | 
| **Appointment Scheduling** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Event Triggered Actions** | Not enough data | Not enough data | 
| **Chatbot** | Not enough data | Not enough data | 
| **Group Messaging** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customer Database** | Not enough data | Not enough data | 
| **Multi-Channel Communication** | Not enough data | Not enough data | 
| **Email Automation** | Not enough data | Not enough data | 
| **Surveys & Feedback** | Not enough data | Not enough data | 
| **CRM** | Not enough data | Not enough data | 
| **Engagement Tracking** | Not enough data | Not enough data | 

### Digital Adoption Platform

| Product | Score | Reviews |
|---|---|---|
| **Fin** | 8.7/10 | 232 |
| **Rasa** | N/A | N/A |

#### User Analysis

| Feature | Fin | Rasa | 
|---|---|---|
| **Survey Implementation** | 8.6 (140 reviews) | Not enough data | 
| **Data Analysis** | 8.4 (157 reviews) | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 

#### User Support

| Feature | Fin | Rasa | 
|---|---|---|
| **User Segmentation** | 9.1 (168 reviews) | Not enough data | 
| **Multi-Language Support** | 8.1 (121 reviews) | Not enough data | 
| **Behavior-responsive Messaging** | 8.8 (151 reviews) | Not enough data | 

#### Walkthrough Type

| Feature | Fin | Rasa | 
|---|---|---|
| **Audio-visual Walkthroughs** | 8.9 (136 reviews) | Not enough data | 
| **Text Bubble Walkthroughs** | 9.0 (148 reviews) | Not enough data | 

#### Platform Basics - Digital Adoption Platform

| Feature | Fin | Rasa | 
|---|---|---|
| **Integration** | Not enough data | Not enough data | 
| **Communications** | Not enough data | Not enough data | 

#### Analytics - Digital Adoption Platform

| Feature | Fin | Rasa | 
|---|---|---|
| **Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 

#### Functions - Digital Adoption Platform

| Feature | Fin | Rasa | 
|---|---|---|
| **Customer self-service** | Not enough data | Not enough data | 
| **In-app guidance** | Not enough data | Not enough data | 
| **Contextual Guidance** | Not enough data | Not enough data | 

#### Agentic AI - Digital Adoption Platform

| Feature | Fin | Rasa | 
|---|---|---|
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Asynchronous Learning** | Not enough data | Not enough data | 
| **Blended Learning** | Not enough data | Not enough data | 
| **Self-paced Learning** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Fin | Rasa | 
|---|---|---|
| **Customer Experience Management** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Progress Tracking** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **In-App Training** | Not enough data | Not enough data | 
| **Behavior Tracking** | Not enough data | Not enough data | 
| **Gamification** | Not enough data | Not enough data | 
| **Knowledge Base Management** | Not enough data | Not enough data | 
| **Audience Targeting** | Not enough data | Not enough data | 
| **Customizable Fields** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Launch Management** | Not enough data | Not enough data | 
| **Content Library** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **User Onboarding** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Event Triggered Actions** | Not enough data | Not enough data | 
| **Engagement Tracking** | Not enough data | Not enough data | 
| **Self Service Portal** | Not enough data | Not enough data | 
| **Data Quality Control** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Employee Onboarding** | Not enough data | Not enough data | 
| **Self Service Tools** | Not enough data | Not enough data | 
| **Survey/Poll Management** | Not enough data | Not enough data | 
| **Learning Management** | Not enough data | Not enough data | 
| **Content Management** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Interactive Content** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Training Management** | Not enough data | Not enough data | 
| **Communication Management** | Not enough data | Not enough data | 
| **Surveys & Feedback** | Not enough data | Not enough data | 
| **Content Creation** | Not enough data | Not enough data | 

### Customer Communications Management

| Product | Score | Reviews |
|---|---|---|
| **Fin** | 8.6/10 | 262 |
| **Rasa** | N/A | N/A |

#### Channels

| Feature | Fin | Rasa | 
|---|---|---|
| **Multi-Channel Coverage** | 8.8 (231 reviews) | Not enough data | 
| **Open Listening** | 8.3 (219 reviews) | Not enough data | 
| **Physical Media** | Feature Not Available | Not enough data | 

#### Design

| Feature | Fin | Rasa | 
|---|---|---|
| **Communications Strategy Development** | Feature Not Available | Not enough data | 
| **Create Content** | Feature Not Available | Not enough data | 
| **Personalization** | 8.7 (233 reviews) | Not enough data | 
| **Inbound Identification** | 8.7 (223 reviews) | Not enough data | 
| **Regulatory Compliance** | 8.6 (216 reviews) | Not enough data | 
| **Batch Communications** | Not enough data | Not enough data | 
| **Multi-Channel Communication** | Not enough data | Not enough data | 
| **On-Demand Communications** | Not enough data | Not enough data | 
| **Interactive Content** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Fin | Rasa | 
|---|---|---|
| **AI Text Generation** | Feature Not Available | Not enough data | 
| **AI Text Summarization** | 8.3 (86 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Fin | Rasa | 
|---|---|---|
| **Chat/Messaging** | Not enough data | Not enough data | 
| **Customer Database** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Call Recording** | Not enough data | Not enough data | 
| **Autoresponders** | Not enough data | Not enough data | 
| **IVR** | Not enough data | Not enough data | 
| **Email Management** | Not enough data | Not enough data | 
| **Template Management** | Not enough data | Not enough data | 
| **SMS Messaging** | Not enough data | Not enough data | 
| **Surveys & Feedback** | Not enough data | Not enough data | 
| **Content Management** | Not enough data | Not enough data | 
| **Knowledge Base Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **Interaction Tracking** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Social Media Integration** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Customer History** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Video Support** | Not enough data | Not enough data | 
| **CRM** | Not enough data | Not enough data | 
| **Inbox Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Feedback Management** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 

### Shared Inbox

| Product | Score | Reviews |
|---|---|---|
| **Fin** | 8.4/10 | 142 |
| **Rasa** | N/A | N/A |

#### Productivity Tools

| Feature | Fin | Rasa | 
|---|---|---|
| **Notes** | 8.8 (130 reviews) | Not enough data | 
| **Internal Discussion** | 8.3 (127 reviews) | Not enough data | 
| **Assignments and Tasks** | 8.2 (121 reviews) | Not enough data | 
| **Workflows** | 8.7 (125 reviews) | Not enough data | 
| **Templates** | 8.8 (124 reviews) | Not enough data | 
| **Integrations** | 8.5 (125 reviews) | Not enough data | 
| **Tagging System** | 8.7 (126 reviews) | Not enough data | 

#### Analytics

| Feature | Fin | Rasa | 
|---|---|---|
| **Trends** | 8.2 (112 reviews) | Not enough data | 
| **Performance Tracking** | 8.3 (122 reviews) | Not enough data | 
| **Email Tracking** | 8.2 (122 reviews) | Not enough data | 

#### Agentic AI - Shared Inbox

| Feature | Fin | Rasa | 
|---|---|---|
| **Autonomous Task Execution** | 7.7 (27 reviews) | Not enough data | 
| **Decision Making** | 7.7 (27 reviews) | Not enough data | 

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Fin** | 8.3/10 | 98 |
| **Rasa** | N/A | N/A |

#### Responses

| Feature | Fin | Rasa | 
|---|---|---|
| **Personalization** | 9.1 (86 reviews) | Not enough data | 
| **Route To Human** | 9.1 (90 reviews) | Not enough data | 
| **Natural Language Understanding (NLU)** | 9.0 (85 reviews) | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 

#### Automation - AI Agents

| Feature | Fin | Rasa | 
|---|---|---|
| **Sales Follow-Up** | 7.7 (62 reviews) | Not enough data | 
| **Customer Interaction Automation** | 8.8 (64 reviews) | Not enough data | 
| **Lead Generation** | Feature Not Available | Not enough data | 
| **Document Processing** | 8.1 (64 reviews) | Not enough data | 
| **Feedback Collection** | 8.7 (64 reviews) | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Simulation and Scenario Generation** | Not enough data | Not enough data | 

#### Platform

| Feature | Fin | Rasa | 
|---|---|---|
| **Conversation Editor** | 9.1 (82 reviews) | Not enough data | 
| **Integration** | 8.8 (84 reviews) | Not enough data | 
| **Human-In-The-Loop** | 9.1 (85 reviews) | Not enough data | 
| **Drag & Drop Editor** | Not enough data | Not enough data | 
| **Human-in-the-loop (HITL)** | Not enough data | Not enough data | 

#### Autonomy -  AI Agents

| Feature | Fin | Rasa | 
|---|---|---|
| **Independent Decision Making** | 8.5 (66 reviews) | Not enough data | 
| **Adaptive Responses** | 8.7 (66 reviews) | Not enough data | 
| **Task Execution** | 8.4 (65 reviews) | Not enough data | 
| **Problem Solving** | 8.7 (68 reviews) | Not enough data | 

#### Generative AI

| Feature | Fin | Rasa | 
|---|---|---|
| **AI Text Generation** | Feature Not Available | Not enough data | 
| **AI Text Summarization** | 8.9 (52 reviews) | Not enough data | 

#### Additional Functionality

| Feature | Fin | Rasa | 
|---|---|---|
| **Agent Collaboration** | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | Not enough data | 
| **Prompt Engineering** | Not enough data | Not enough data | 
| **Feedback Management** | Not enough data | Not enough data | 
| **For No-Code Development** | Not enough data | Not enough data | 
| **Version Control** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Dynamic Modeling** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Memory Management** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 
| **Cost Management** | Not enough data | Not enough data | 
| **Scheduling** | Not enough data | Not enough data | 
| **Natural Language Interface** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Multiple LLM Models** | Not enough data | Not enough data | 
| **Integration Management** | Not enough data | Not enough data | 
| **Customizable Frameworks** | Not enough data | Not enough data | 
| **Pre-built Templates** | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | 
| **Intent Recognition** | Not enough data | Not enough data | 
| **Contextual Guidance** | Not enough data | Not enough data | 
| **Rules-Based Workflow** | Not enough data | Not enough data | 
| **Attended Automation** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **For Sales/Marketing** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Business Process Automation** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Multi-Channel Communication** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | Not enough data | 
| **Code-free Development** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Automated Responses** | Not enough data | Not enough data | 
| **Knowledge Management** | Not enough data | Not enough data | 
| **Transfers/Routing** | Not enough data | Not enough data | 
| **Personalization** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customer Experience Management** | Not enough data | Not enough data | 
| **Virtual Personal Assistant (VPA)** | Not enough data | Not enough data | 
| **Chatbot** | Not enough data | Not enough data | 
| **Speech Recognition** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Customer Engagement** | Not enough data | Not enough data | 
| **AI/Machine Learning** | Not enough data | Not enough data | 
| **Configurable Workflow** | Not enough data | Not enough data | 
| **Unattended Automation** | Not enough data | Not enough data | 
| **Conversation Intelligence** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 
| **Proactive Error Detection** | Not enough data | Not enough data | 

### Chatbots

| Product | Score | Reviews |
|---|---|---|
| **Fin** | 8.8/10 | 715 |
| **Rasa** | N/A | N/A |

#### Responses

| Feature | Fin | Rasa | 
|---|---|---|
| **Customization** | 8.8 (601 reviews) | Not enough data | 
| **Control** | 8.8 (590 reviews) | Not enough data | 
| **Route To Human** | 9.0 (592 reviews) | Not enough data | 
| **Menu bars** | 8.8 (560 reviews) | Not enough data | 
| **Drip sequences** | 8.6 (478 reviews) | Not enough data | 

#### Platform

| Feature | Fin | Rasa | 
|---|---|---|
| **Live chat** | 9.5 (622 reviews) | Not enough data | 
| **Integrations** | 8.9 (585 reviews) | Not enough data | 
| **Branding** | 8.8 (580 reviews) | Not enough data | 
| **Analytics** | 8.7 (564 reviews) | Not enough data | 
| **A/B testing** | 8.3 (420 reviews) | Not enough data | 
| **Role-based access** | 8.9 (528 reviews) | Not enough data | 
| **Collection of information** | 8.8 (583 reviews) | Not enough data | 
| **Augmented Analytics** | Not enough data | Not enough data | 
| **Proactive Chat** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Fin | Rasa | 
|---|---|---|
| **AI Text Generation** | Feature Not Available | Not enough data | 
| **AI Text Summarization** | 8.4 (143 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Fin | Rasa | 
|---|---|---|
| **Customer Surveys** | Not enough data | Not enough data | 
| **Lead Qualification** | Not enough data | Not enough data | 
| **Transcripts/Chat History** | Not enough data | Not enough data | 
| **Language Detection** | Not enough data | Not enough data | 
| **Pre-Configured Bot** | Not enough data | Not enough data | 
| **Lead Capture** | Not enough data | Not enough data | 
| **Code-free Development** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **For Sales/Marketing** | Not enough data | Not enough data | 
| **Contextual Guidance** | Not enough data | Not enough data | 
| **Automated Responses** | Not enough data | Not enough data | 
| **Customer Support** | Not enough data | Not enough data | 
| **Chatbot** | Not enough data | Not enough data | 
| **Intent Recognition** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Customer Experience Management** | Not enough data | Not enough data | 
| **Query Suggestions** | Not enough data | Not enough data | 
| **Transfers/Routing** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Canned Responses** | Not enough data | Not enough data | 
| **AI/Machine Learning** | Not enough data | Not enough data | 
| **Multi-Channel Communication** | Not enough data | Not enough data | 
| **Automated Routing** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

### Conversational Support

| Product | Score | Reviews |
|---|---|---|
| **Fin** | 8.7/10 | 1237 |
| **Rasa** | N/A | N/A |

#### Conversational Platform

| Feature | Fin | Rasa | 
|---|---|---|
| **Personalization** | 8.7 (1059 reviews) | Not enough data | 
| **Omnichannel** | 8.7 (839 reviews) | Not enough data | 
| **Contextual Engagement** | 8.7 (858 reviews) | Not enough data | 
| **Proactive Engagement** | 9.0 (779 reviews) | Not enough data | 

#### Support Automation

| Feature | Fin | Rasa | 
|---|---|---|
| **Intelligent Routing** | 8.6 (858 reviews) | Not enough data | 
| **Seamless Escalation** | 8.7 (902 reviews) | Not enough data | 
| **Transcripts** | 8.5 (520 reviews) | Not enough data | 
| **Self-Serve Support** | 8.9 (816 reviews) | Not enough data | 

#### Generative AI

| Feature | Fin | Rasa | 
|---|---|---|
| **AI Text Generation** | Feature Not Available | Not enough data | 
| **AI Text Summarization** | 8.4 (156 reviews) | Not enough data | 

### Customer Service Automation

| Product | Score | Reviews |
|---|---|---|
| **Fin** | 8.4/10 | 247 |
| **Rasa** | N/A | N/A |

#### Customer Support

| Feature | Fin | Rasa | 
|---|---|---|
| **Text** | 8.6 (202 reviews) | Not enough data | 
| **Speech** | 7.4 (185 reviews) | Not enough data | 
| **Knowledge Base** | 9.0 (214 reviews) | Not enough data | 
| **Knowledge Base Management** | Not enough data | Not enough data | 

#### Automation

| Feature | Fin | Rasa | 
|---|---|---|
| **Ticket Resolution** | 8.4 (212 reviews) | Not enough data | 
| **Customization** | 8.3 (208 reviews) | Not enough data | 
| **Intelligent Routing** | 8.5 (198 reviews) | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 

#### Artificial Intelligence

| Feature | Fin | Rasa | 
|---|---|---|
| **Learning** | 8.5 (201 reviews) | Not enough data | 
| **Language** | 8.6 (193 reviews) | Not enough data | 
| **Conversational AI** | 8.5 (206 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Fin | Rasa | 
|---|---|---|
| **Workflow Management** | Not enough data | Not enough data | 
| **Interaction Tracking** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Self Service Portal** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Customer Database** | Not enough data | Not enough data | 
| **Client Portal** | Not enough data | Not enough data | 
| **Inventory Management** | Not enough data | Not enough data | 
| **Tagging** | Not enough data | Not enough data | 
| **Configurable Workflow** | Not enough data | Not enough data | 
| **Customer History** | Not enough data | Not enough data | 
| **Surveys & Feedback** | Not enough data | Not enough data | 
| **Support Ticket Management** | Not enough data | Not enough data | 
| **Service Level Agreement (SLA) Management** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Chatbot** | Not enough data | Not enough data | 
| **Email Templates** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Feedback Management** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Event Triggered Actions** | Not enough data | Not enough data | 
| **Website Integration** | Not enough data | Not enough data | 
| **Help Desk Management** | Not enough data | Not enough data | 
| **Call Center Management** | Not enough data | Not enough data | 
| **Queue Management** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Social Media Integration** | Not enough data | Not enough data | 
| **CRM** | Not enough data | Not enough data | 
| **Chat/Messaging** | Not enough data | Not enough data | 
| **Live Chat** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Email Management** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Customizable Forms** | Not enough data | Not enough data | 
| **Customer Communication** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Customizable Fields** | Not enough data | Not enough data | 
| **Multi-Channel Communication** | Not enough data | Not enough data | 
| **Application Management** | Not enough data | Not enough data | 
| **Communication Management** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 

### Bot Platforms

| Product | Score | Reviews |
|---|---|---|
| **Fin** | N/A | N/A |
| **Rasa** | N/A | N/A |

#### Generative AI

| Feature | Fin | Rasa | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - Bot Platforms

| Feature | Fin | Rasa | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Live Chat

| Product | Score | Reviews |
|---|---|---|
| **Fin** | 8.6/10 | 1840 |
| **Rasa** | N/A | N/A |

#### Generative AI

| Feature | Fin | Rasa | 
|---|---|---|
| **AI Text Generation** | 8.3 (297 reviews) | Not enough data | 
| **AI Text Summarization** | 8.3 (295 reviews) | Not enough data | 
| **AI Text-to-Speech** | Feature Not Available | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Communication

| Feature | Fin | Rasa | 
|---|---|---|
| **Pop-up Chat** | 9.2 (1446 reviews) ✓ Verified | Not enough data | 
| **Notifications** | 8.9 (1455 reviews) ✓ Verified | Not enough data | 
| **Targeted Emails** | 8.7 (1194 reviews) ✓ Verified | Not enough data | 
| **In-App Messaging** | 9.1 (1359 reviews) ✓ Verified | Not enough data | 
| **Co-Browsing** | 8.2 (594 reviews) | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Real-time Consumer-facing Chat** | Not enough data | Not enough data | 

####  Internal Use

| Feature | Fin | Rasa | 
|---|---|---|
| **Customization ** | 8.2 (1270 reviews) ✓ Verified | Not enough data | 
| **Conversation Archiving** | 8.7 (1094 reviews) ✓ Verified | Not enough data | 
| **Lead Development** | 8.2 (1042 reviews) ✓ Verified | Not enough data | 
| **Knowledge Base** | 8.7 (1252 reviews) ✓ Verified | Not enough data | 
| **Team Inbox ** | 8.9 (1321 reviews) ✓ Verified | Not enough data | 
| **Customer Profiles** | 8.6 (1288 reviews) ✓ Verified | Not enough data | 

#### Additional Functionality

| Feature | Fin | Rasa | 
|---|---|---|
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Email Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Canned Responses** | Not enough data | Not enough data | 
| **Surveys & Feedback** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Transfers/Routing** | Not enough data | Not enough data | 
| **Geotargeting** | Not enough data | Not enough data | 
| **Interaction Tracking** | Not enough data | Not enough data | 
| **CRM** | Not enough data | Not enough data | 
| **Transcripts/Chat History** | Not enough data | Not enough data | 
| **Document Storage** | Not enough data | Not enough data | 
| **Screen Sharing** | Not enough data | Not enough data | 
| **Contact Management** | Not enough data | Not enough data | 
| **Autoresponders** | Not enough data | Not enough data | 
| **Multi-Channel Communication** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Offline Form** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Support Ticket Management** | Not enough data | Not enough data | 
| **File Sharing** | Not enough data | Not enough data | 

### Customer Self-Service

| Product | Score | Reviews |
|---|---|---|
| **Fin** | 8.2/10 | 764 |
| **Rasa** | N/A | N/A |

#### Generative AI

| Feature | Fin | Rasa | 
|---|---|---|
| **AI Text Summarization** | 8.2 (95 reviews) | Not enough data | 

#### Self-Service Experience

| Feature | Fin | Rasa | 
|---|---|---|
| **Knowledge Base** | 9.0 (666 reviews) | Not enough data | 
| **Searchable Articles** | 8.9 (658 reviews) | Not enough data | 
| **Community Forums** | Feature Not Available | Not enough data | 
| **Mobile Optimization** | 8.2 (494 reviews) | Not enough data | 
| **Personalization** | 8.4 (543 reviews) | Not enough data | 

#### Self-Service Platform

| Feature | Fin | Rasa | 
|---|---|---|
| **Branding** | 8.7 (535 reviews) | Not enough data | 
| **Automation** | 8.8 (545 reviews) | Not enough data | 
| **Artificial Intelligence** | 8.4 (490 reviews) | Not enough data | 
| **Integrations** | 8.6 (528 reviews) | Not enough data | 

#### Agentic AI - Customer Self-Service

| Feature | Fin | Rasa | 
|---|---|---|
| **Autonomous Task Execution** | 7.4 (47 reviews) | Not enough data | 
| **Multi-step Planning** | 7.9 (47 reviews) | Not enough data | 
| **Cross-system Integration** | 7.5 (48 reviews) | Not enough data | 
| **Adaptive Learning** | 7.9 (50 reviews) | Not enough data | 
| **Natural Language Interaction** | 8.1 (51 reviews) | Not enough data | 
| **Proactive Assistance** | 7.5 (48 reviews) | Not enough data | 
| **Decision Making** | 7.6 (48 reviews) | Not enough data | 

### Social Customer Service

| Product | Score | Reviews |
|---|---|---|
| **Fin** | 9.1/10 | 100 |
| **Rasa** | N/A | N/A |

#### Generative AI

| Feature | Fin | Rasa | 
|---|---|---|
| **AI Text Generation** | Feature Not Available | Not enough data | 
| **AI Text Summarization** | Feature Not Available | Not enough data | 

#### Process

| Feature | Fin | Rasa | 
|---|---|---|
| **Mentions** | 9.3 (90 reviews) | Not enough data | 
| **Tickets** | 9.0 (88 reviews) | Not enough data | 
| **Macros** | 9.6 (91 reviews) | Not enough data | 

#### Channels

| Feature | Fin | Rasa | 
|---|---|---|
| **Email** | 9.4 (91 reviews) | Not enough data | 
| **Social** | 8.8 (88 reviews) | Not enough data | 
| **Live Chat** | 9.5 (93 reviews) | Not enough data | 
| **Phone** | 8.4 (83 reviews) | Not enough data | 
| **Text** | 8.8 (84 reviews) | Not enough data | 

#### Insight

| Feature | Fin | Rasa | 
|---|---|---|
| **Surveys** | 9.1 (86 reviews) | Not enough data | 
| **Reporting** | 9.2 (89 reviews) | Not enough data | 
| **Visitor Activity** | 8.8 (83 reviews) | Not enough data | 
| **Help Desk** | 9.3 (83 reviews) | Not enough data | 

### Digital Customer Service Platforms

| Product | Score | Reviews |
|---|---|---|
| **Fin** | 7.2/10 | 17 |
| **Rasa** | N/A | N/A |

#### Generative AI

| Feature | Fin | Rasa | 
|---|---|---|
| **AI Text Generation** | Feature Not Available | Not enough data | 
| **AI Text Summarization** | 7.4 (17 reviews) | Not enough data | 

### Conversational Interface Agents

| Product | Score | Reviews |
|---|---|---|
| **Fin** | N/A | N/A |
| **Rasa** | N/A | N/A |

#### Natural Language Interaction - Conversational Interface Agents 

| Feature | Fin | Rasa | 
|---|---|---|
| **Natural Language Query Understanding** | Not enough data | Not enough data | 
| **Multi-Turn Conversation Management** | Not enough data | Not enough data | 
| **Voice & Text Interface Support** | Not enough data | Not enough data | 

#### Intent & Action Handling - Conversational Interface Agents 

| Feature | Fin | Rasa | 
|---|---|---|
| **Data Retrieval from Connected Systems** | Not enough data | Not enough data | 
| **Intent Recognition & Mapping** | Not enough data | Not enough data | 
| **Action & Workflow Triggering** | Not enough data | Not enough data | 

#### Context & Personalization - Conversational Interface Agents 

| Feature | Fin | Rasa | 
|---|---|---|
| **Conversation Context Persistence** | Not enough data | Not enough data | 
| **User Identity & Permission Awareness** | Not enough data | Not enough data | 

#### Enterprise Integration & Deployment - Conversational Interface Agents 

| Feature | Fin | Rasa | 
|---|---|---|
| **Enterprise Application Integrations** | Not enough data | Not enough data | 
| **Security & Access Controls** | Not enough data | Not enough data | 

### Player Support Platforms

| Product | Score | Reviews |
|---|---|---|
| **Fin** | N/A | N/A |
| **Rasa** | N/A | N/A |

#### Player Support Channels - Player Support Platforms

| Feature | Fin | Rasa | 
|---|---|---|
| **In-Game Support** | Not enough data | Not enough data | 
| **Multi-Channel Access** | Not enough data | Not enough data | 
| **Self-Service Help Center** | Not enough data | Not enough data | 

#### Support Operations - Player Support Platforms

| Feature | Fin | Rasa | 
|---|---|---|
| **Automated Resolution** | Not enough data | Not enough data | 
| **Player Context** | Not enough data | Not enough data | 
| **Case Management** | Not enough data | Not enough data | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **Fin** | N/A | N/A |
| **Rasa** | N/A | N/A |

#### Agentic AI - AI Agents

| Feature | Fin | Rasa | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (3):** [Conversational Support Software](https://www.g2.com/categories/conversational-support), [Conversational Marketing Software](https://www.g2.com/categories/conversational-marketing), [Conversational Interface Agents Software](https://www.g2.com/categories/conversational-interface-agents)

**Unique to Fin (13):** [AI Customer Support Agents Software](https://www.g2.com/categories/ai-customer-support-agents), [Customer Service Automation Software](https://www.g2.com/categories/customer-service-automation), [Digital Customer Service Platforms](https://www.g2.com/categories/digital-customer-service-platforms), [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations), [Shared Inbox Software](https://www.g2.com/categories/shared-inbox), [Customer Communications Management Software](https://www.g2.com/categories/customer-communications-management), [Digital Adoption Platforms](https://www.g2.com/categories/digital-adoption-platform), [Chatbots Software](https://www.g2.com/categories/chatbots), [Social Customer Service Software](https://www.g2.com/categories/social-customer-service), [Live Chat Software](https://www.g2.com/categories/live-chat), [Help Desk Software](https://www.g2.com/categories/help-desk), [Customer Self-Service Software](https://www.g2.com/categories/customer-self-service), [Player Support Platforms](https://www.g2.com/categories/player-support-platforms)

**Unique to Rasa (1):** [Bot Platforms](https://www.g2.com/categories/bot-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Fin | Rasa | 
|---|---|---|
| **Small-Business** | 58.1% | 72.7% | 
| **Mid-Market** | 37.5% | 9.1% | 
| **Enterprise** | 4.4% | 18.2% | 

### By Industry

#### Fin

- **Computer Software:** 26.5%
- **Information Technology and Services:** 13.3%
- **Financial Services:** 7.2%
- **Internet:** 4.8%
- **Marketing and Advertising:** 4.7%
- **Consumer Services:** 4.3%
- **Education Management:** 2.0%
- **Health, Wellness and Fitness:** 1.5%
- **Hospital & Health Care:** 1.4%
- **E-Learning:** 1.3%
- **Other:** 33.0%

#### Rasa

- **Computer Software:** 36.4%
- **Information Technology and Services:** 18.2%
- **Telecommunications:** 9.1%
- **Marketing and Advertising:** 9.1%
- **Graphic Design:** 9.1%
- **Financial Services:** 9.1%
- **Banking:** 9.1%

---
## Alternatives

### Alternatives to Fin

- [Tidio](https://www.g2.com/products/tidio/reviews) — 4.6/5 stars (1962 reviews)
- [Zendesk for Customer Service](https://www.g2.com/products/zendesk-for-customer-service/reviews) — 4.3/5 stars (7077 reviews)
- [Freshdesk](https://www.g2.com/products/freshdesk/reviews) — 4.4/5 stars (3771 reviews)
- [Front](https://www.g2.com/products/front/reviews) — 4.7/5 stars (2513 reviews)
- [LiveAgent](https://www.g2.com/products/liveagent/reviews) — 4.5/5 stars (1537 reviews)
- [Gorgias](https://www.g2.com/products/gorgias/reviews) — 4.6/5 stars (582 reviews)
- [Ada](https://www.g2.com/products/ada-support-inc-ada/reviews) — 4.6/5 stars (173 reviews)
- [LivePerson](https://www.g2.com/products/liveperson/reviews) — 4.3/5 stars (207 reviews)
- [Agentforce Service (formerly Salesforce Service Cloud)](https://www.g2.com/products/agentforce-service-formerly-salesforce-service-cloud/reviews) — 4.4/5 stars (8414 reviews)
- [HubSpot Service Hub](https://www.g2.com/products/hubspot-service-hub/reviews) — 4.4/5 stars (3014 reviews)

### Alternatives to Rasa

- [Botpress](https://www.g2.com/products/botpress/reviews) — 4.5/5 stars (512 reviews)
- [Kore.AI](https://www.g2.com/products/kore-ai/reviews) — 4.6/5 stars (505 reviews)
- [Drift](https://www.g2.com/products/drift/reviews) — 4.4/5 stars (1255 reviews)
- [Qualified](https://www.g2.com/products/qualified/reviews) — 4.9/5 stars (1559 reviews)
- [Tidio](https://www.g2.com/products/tidio/reviews) — 4.6/5 stars (1962 reviews)
- [Freshdesk](https://www.g2.com/products/freshdesk/reviews) — 4.4/5 stars (3771 reviews)
- [Freshchat](https://www.g2.com/products/freshworks-freshchat/reviews) — 4.4/5 stars (502 reviews)
- [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews) — 4.4/5 stars (15916 reviews)
- [Birdeye](https://www.g2.com/products/birdeye/reviews) — 4.7/5 stars (4234 reviews)
- [GTM Studio - Powered by ZoomInfo](https://www.g2.com/products/gtm-studio-powered-by-zoominfo/reviews) — 4.5/5 stars (3512 reviews)

---
## Top Discussions

### Fin

- Title: [What is Intercom used for?](https://www.g2.com/discussions/what-is-intercom-used-for) — 3 comments
  > **Top comment:** "for sending emails to our correspondents and monitoring our calls"
- Title: [Does intercom have live chat?](https://www.g2.com/discussions/does-intercom-have-live-chat) — 2 comments
  > **Top comment:** "Yes."
- Title: [How do I change notification sound? Can I integrate with Google translate?](https://www.g2.com/discussions/50203-how-do-i-change-notification-sound-can-i-integrate-with-google-translate) — 2 comments, 1 upvote
  > **Top comment:** "You can use the lang feature. It is easier to use."
- Title: [¿What is the best economic model in order to use Intercom?](https://www.g2.com/discussions/what-is-the-best-economic-model-in-order-to-use-intercom) — 2 comments, 1 upvote
  > **Top comment:** "Plus is $39/seat (User) per month.
Its enough to get started"
- Title: [While interaction can be audio visual emojies be developed](https://www.g2.com/discussions/15032-while-interaction-can-be-audio-visual-emojies-be-developed) — 2 comments, 2 upvotes
  > **Top comment:** "I do not think they have developed Intercom that far yet, though it would be great."

### Rasa

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/fin-vs-rasa)