# Rasa, yellow.ai vs Fin Comparison

| | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Star Rating** | 4.0 out of 5 | 4.4 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 11 | 106 | 3,863 | 
| **Largest Market Segment** | Small-Business (72.7% of reviews) | Small-Business (38.0% of reviews) | Small-Business (58.3% of reviews) | 
| **Entry Level Price** | Free | No pricing available | $0.99 1 Outcome | 

---
## Top Pros & Cons

### Rasa

**Not enough data**

### yellow.ai

Pros:
- Integrations (11 reviews)
- Chatbot Development (10 reviews)

Cons:
- Steep Learning Curve (7 reviews)
- Learning Curve (6 reviews)

### Fin

Pros:
- Helpful (435 reviews)
- Ease of Use (433 reviews)

Cons:
- Missing Features (152 reviews)
- AI Limitations (130 reviews)

---
## Ratings Comparison
| Rating | Rasa | yellow.ai | Fin | 
|---|---|---|---|
  | **Meets Requirements** | 7.8 (9 reviews) | 8.4 (71 reviews) | 8.7 (2911 reviews) | 
  | **Ease of Use** | 7.2 (9 reviews) | 8.7 (74 reviews) | 8.9 (2942 reviews) | 
  | **Ease of Setup** | Not enough data | 8.1 (34 reviews) | 8.4 (1538 reviews) | 
  | **Ease of Admin** | Not enough data | 8.4 (33 reviews) | 8.6 (1364 reviews) | 
  | **Quality of Support** | 8.3 (9 reviews) | 8.4 (69 reviews) | 8.6 (2805 reviews) | 
  | **Has the product been a good partner in doing business?** | Not enough data | 8.6 (33 reviews) | 8.8 (1359 reviews) | 
  | **Product Direction (% positive)** | 5.0 (7 reviews) | 8.5 (62 reviews) | 8.8 (2760 reviews) | 

---
## Pricing

### 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

### yellow.ai

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### 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

---
## Features Comparison By Category

### Help Desk

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | N/A | N/A |
| **Fin** | 8.5/10 | 1909 |

#### Ticket and Case Management

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Ticket creation user experience** | Not enough data | Not enough data | 8.6 (1105 reviews) ✓ Verified | 
| **Ticket response user experience** | Not enough data | Not enough data | 8.8 (1126 reviews) ✓ Verified | 
| **Workflow** | Not enough data | Not enough data | 8.7 (1104 reviews) ✓ Verified | 
| **Response Automation** | Not enough data | Not enough data | 8.6 (1155 reviews) ✓ Verified | 
| **SLA Management** | Not enough data | Not enough data | 8.3 (682 reviews) ✓ Verified | 
| **Attachments/Screencasts** | Not enough data | Not enough data | 8.8 (1139 reviews) ✓ Verified | 
| **Ticket Collaboration** | Not enough data | Not enough data | 8.8 (1064 reviews) ✓ Verified | 
| **Customer and Contacts Database** | Not enough data | Not enough data | 8.6 (966 reviews) ✓ Verified | 

#### Generative AI

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

#### Agentic AI - Help Desk

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

#### Communication Channels

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Customer Portal** | Not enough data | Not enough data | 8.8 (895 reviews) ✓ Verified | 
| **Email to Case** | Not enough data | Not enough data | 8.8 (1095 reviews) ✓ Verified | 
| **Chat/Live Support** | Not enough data | Not enough data | 9.4 (1271 reviews) ✓ Verified | 
| **Social Integration** | Not enough data | Not enough data | 8.3 (813 reviews) | 
| **Voice** | Not enough data | Not enough data | 7.6 (525 reviews) | 

#### Platform

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 8.1 (723 reviews) ✓ Verified | 
| **Customization ** | Not enough data | 8.4 (16 reviews) | 8.2 (1270 reviews) ✓ Verified | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 8.7 (826 reviews) ✓ Verified | 
| **Integration** | Not enough data | Not enough data | 8.7 (791 reviews) ✓ Verified | 
| **Reporting** | Not enough data | Not enough data | 8.1 (1019 reviews) ✓ Verified | 
| **Dashboards** | Not enough data | Not enough data | 8.2 (1019 reviews) ✓ Verified | 

### Conversational Marketing

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | 8.8/10 | 12 |
| **Fin** | 8.4/10 | 562 |

#### Messenger

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Sequencing** | Not enough data | 9.5 (10 reviews) | 8.8 (383 reviews) ✓ Verified | 
| **AI** | Not enough data | 9.2 (11 reviews) | 8.1 (363 reviews) ✓ Verified | 
| **Live Chat** | Not enough data | 8.7 (9 reviews) | 9.3 (478 reviews) ✓ Verified | 
| **Customization Interface** | Not enough data | 9.3 (10 reviews) | 8.5 (327 reviews) ✓ Verified | 

#### Channels

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Social Media** | Not enough data | 8.8 (8 reviews) | 8.0 (293 reviews) ✓ Verified | 
| **Website** | Not enough data | 9.0 (7 reviews) | 9.0 (438 reviews) ✓ Verified | 
| **Text Message (SMS)** | Not enough data | 9.2 (6 reviews) | 7.9 (207 reviews) ✓ Verified | 
| **Voice Assistants** | Not enough data | 8.3 (7 reviews) | 7.3 (121 reviews) | 
| **Other** | Not enough data | 9.2 (6 reviews) | 8.1 (229 reviews) ✓ Verified | 

#### Customers

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Targeting** | Not enough data | 8.7 (9 reviews) | 8.8 (428 reviews) ✓ Verified | 
| **Profiles** | Not enough data | 7.9 (8 reviews) | 8.6 (432 reviews) ✓ Verified | 
| **Analytics** | Not enough data | 8.0 (10 reviews) | 8.2 (436 reviews) ✓ Verified | 
| **Lead Gathering** | Not enough data | 8.0 (9 reviews) | 8.3 (387 reviews) ✓ Verified | 
| **Sales Conversion** | Not enough data | 8.7 (10 reviews) | 8.2 (379 reviews) ✓ Verified | 

#### Agentic AI - Conversational Marketing

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

### Digital Adoption Platform

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | N/A | N/A |
| **Fin** | 8.7/10 | 230 |

#### User Analysis

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Survey Implementation** | Not enough data | Not enough data | 8.6 (140 reviews) | 
| **Data Analysis** | Not enough data | Not enough data | 8.4 (157 reviews) | 

#### User Support

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **User Segmentation** | Not enough data | Not enough data | 9.1 (167 reviews) | 
| **Multi-Language Support** | Not enough data | Not enough data | 8.1 (120 reviews) | 
| **Behavior-responsive Messaging** | Not enough data | Not enough data | 8.8 (151 reviews) | 

#### Walkthrough Type

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Audio-visual Walkthroughs** | Not enough data | Not enough data | 8.9 (136 reviews) | 
| **Text Bubble Walkthroughs** | Not enough data | Not enough data | 9.0 (146 reviews) | 

#### Platform Basics - Digital Adoption Platform

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Integration** | Not enough data | Not enough data | Not enough data | 
| **Communications** | Not enough data | Not enough data | Not enough data | 

#### Analytics - Digital Adoption Platform

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Analytics** | Not enough data | Not enough data | Not enough data | 

#### Functions - Digital Adoption Platform

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Customer self-service** | Not enough data | Not enough data | Not enough data | 
| **In-app guidance** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Digital Adoption Platform

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 

### Customer Communications Management

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | N/A | N/A |
| **Fin** | 8.6/10 | 261 |

#### Channels

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Multi-Channel Coverage** | Not enough data | Not enough data | 8.8 (230 reviews) | 
| **Open Listening** | Not enough data | Not enough data | 8.3 (219 reviews) | 
| **Physical Media** | Not enough data | Not enough data | Feature Not Available | 

#### Design

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Communications Strategy Development** | Not enough data | Not enough data | Feature Not Available | 
| **Create Content** | Not enough data | Not enough data | Feature Not Available | 
| **Personalization** | Not enough data | Not enough data | 8.7 (232 reviews) | 
| **Inbound Identification** | Not enough data | Not enough data | 8.7 (223 reviews) | 
| **Regulatory Compliance** | Not enough data | Not enough data | 8.6 (216 reviews) | 

#### Generative AI

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

### Shared Inbox

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | N/A | N/A |
| **Fin** | 8.3/10 | 140 |

#### Productivity Tools

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Notes** | Not enough data | Not enough data | 8.8 (129 reviews) | 
| **Internal Discussion** | Not enough data | Not enough data | 8.3 (126 reviews) | 
| **Assignments and Tasks** | Not enough data | Not enough data | 8.2 (121 reviews) | 
| **Workflows** | Not enough data | Not enough data | 8.7 (124 reviews) | 
| **Templates** | Not enough data | Not enough data | 8.8 (124 reviews) | 
| **Integrations** | Not enough data | Not enough data | 8.5 (124 reviews) | 
| **Tagging System** | Not enough data | Not enough data | 8.7 (125 reviews) | 

#### Analytics

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Trends** | Not enough data | Not enough data | 8.2 (111 reviews) | 
| **Performance Tracking** | Not enough data | Not enough data | 8.2 (120 reviews) | 
| **Email Tracking** | Not enough data | Not enough data | 8.2 (120 reviews) | 

#### Agentic AI - Shared Inbox

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

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | N/A | N/A |
| **Fin** | 8.2/10 | 98 |

#### Responses

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Personalization** | Not enough data | 8.5 (8 reviews) | 9.1 (85 reviews) | 
| **Route To Human** | Not enough data | 8.6 (11 reviews) | 9.0 (89 reviews) | 
| **Natural Language Understanding (NLU)** | Not enough data | 8.3 (11 reviews) | 9.0 (84 reviews) | 

#### Automation - AI Agents

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Sales Follow-Up** | Not enough data | Not enough data | 7.7 (61 reviews) | 
| **Customer Interaction Automation** | Not enough data | Not enough data | 8.7 (63 reviews) | 
| **Lead Generation** | Not enough data | Not enough data | Feature Not Available | 
| **Document Processing** | Not enough data | Not enough data | 8.1 (63 reviews) | 
| **Feedback Collection** | Not enough data | Not enough data | 8.7 (63 reviews) | 

#### Platform

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Conversation Editor** | Not enough data | 8.5 (8 reviews) | 9.1 (81 reviews) | 
| **Integration** | Not enough data | 9.0 (10 reviews) | 8.8 (83 reviews) | 
| **Human-In-The-Loop** | Not enough data | 8.5 (10 reviews) | 9.1 (84 reviews) | 

#### Autonomy -  AI Agents

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Independent Decision Making** | Not enough data | Not enough data | 8.5 (65 reviews) | 
| **Adaptive Responses** | Not enough data | Not enough data | 8.6 (65 reviews) | 
| **Task Execution** | Not enough data | Not enough data | 8.4 (64 reviews) | 
| **Problem Solving** | Not enough data | Not enough data | 8.7 (67 reviews) | 

#### Generative AI

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 8.9 (51 reviews) | 

### Chatbots

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | 8.9/10 | 6 |
| **Fin** | 8.8/10 | 711 |

#### Responses

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Customization** | Not enough data | 9.3 (5 reviews) | 8.8 (600 reviews) | 
| **Control** | Not enough data | 9.0 (5 reviews) | 8.8 (589 reviews) | 
| **Route To Human** | Not enough data | 9.0 (5 reviews) | 9.0 (591 reviews) | 
| **Menu bars** | Not enough data | 9.3 (5 reviews) | 8.8 (559 reviews) | 
| **Drip sequences** | Not enough data | Not enough data | 8.6 (479 reviews) | 

#### Platform

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Live chat** | Not enough data | Not enough data | 9.5 (620 reviews) | 
| **Integrations** | Not enough data | 8.3 (5 reviews) | 8.9 (585 reviews) | 
| **Branding** | Not enough data | 9.0 (5 reviews) | 8.8 (579 reviews) | 
| **Analytics** | Not enough data | 8.3 (5 reviews) | 8.7 (564 reviews) | 
| **A/B testing** | Not enough data | Not enough data | 8.3 (420 reviews) | 
| **Role-based access** | Not enough data | 9.3 (5 reviews) | 8.9 (529 reviews) | 
| **Collection of information** | Not enough data | 8.7 (5 reviews) | 8.8 (584 reviews) | 

#### Generative AI

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

### Conversational Support

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | N/A | N/A |
| **Fin** | 8.7/10 | 1235 |

#### Conversational Platform

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

#### Support Automation

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Intelligent Routing** | Not enough data | Not enough data | 8.6 (859 reviews) | 
| **Seamless Escalation** | Not enough data | Not enough data | 8.7 (902 reviews) | 
| **Transcripts** | Not enough data | Not enough data | 8.5 (520 reviews) | 
| **Self-Serve Support** | Not enough data | Not enough data | 8.9 (816 reviews) | 

#### Generative AI

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

### Customer Service Automation

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | 8.5/10 | 9 |
| **Fin** | 8.4/10 | 244 |

#### Customer Support

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Text** | Not enough data | 8.8 (8 reviews) | 8.6 (202 reviews) | 
| **Speech** | Not enough data | 7.5 (8 reviews) | 7.4 (185 reviews) | 
| **Knowledge Base** | Not enough data | 8.5 (8 reviews) | 9.0 (214 reviews) | 

#### Automation

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Ticket Resolution** | Not enough data | 9.0 (8 reviews) | 8.4 (211 reviews) | 
| **Customization** | Not enough data | 9.2 (8 reviews) | 8.3 (208 reviews) | 
| **Intelligent Routing** | Not enough data | 7.9 (8 reviews) | 8.5 (198 reviews) | 

#### Artificial Intelligence

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Learning** | Not enough data | 8.8 (7 reviews) | 8.5 (201 reviews) | 
| **Language** | Not enough data | 8.1 (7 reviews) | 8.6 (193 reviews) | 
| **Conversational AI** | Not enough data | 8.8 (8 reviews) | 8.5 (205 reviews) | 

### Bot Platforms

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | N/A | N/A |
| **Fin** | N/A | N/A |

#### Generative AI

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

#### Agentic AI - Bot Platforms

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

### Live Chat

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | 8.8/10 | 18 |
| **Fin** | 8.6/10 | 1837 |

#### Generative AI

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

#### Communication

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Pop-up Chat** | Not enough data | 9.3 (14 reviews) | 9.2 (1445 reviews) ✓ Verified | 
| **Notifications** | Not enough data | 9.2 (14 reviews) | 8.9 (1454 reviews) ✓ Verified | 
| **Targeted Emails** | Not enough data | 9.0 (10 reviews) | 8.7 (1194 reviews) ✓ Verified | 
| **In-App Messaging** | Not enough data | 9.0 (13 reviews) | 9.1 (1359 reviews) ✓ Verified | 
| **Co-Browsing** | Not enough data | 8.0 (9 reviews) | 8.2 (595 reviews) | 

####  Internal Use

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Customization ** | Not enough data | 8.4 (16 reviews) | 8.2 (1270 reviews) ✓ Verified | 
| **Conversation Archiving** | Not enough data | 9.2 (11 reviews) | 8.7 (1095 reviews) ✓ Verified | 
| **Lead Development** | Not enough data | 8.3 (12 reviews) | 8.2 (1043 reviews) ✓ Verified | 
| **Knowledge Base** | Not enough data | 8.7 (13 reviews) | 8.7 (1252 reviews) ✓ Verified | 
| **Team Inbox ** | Not enough data | 8.3 (13 reviews) | 8.9 (1321 reviews) ✓ Verified | 
| **Customer Profiles** | Not enough data | 8.7 (13 reviews) | 8.6 (1289 reviews) ✓ Verified | 

### Customer Self-Service

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | N/A | N/A |
| **Fin** | 8.2/10 | 760 |

#### Generative AI

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

#### Self-Service Experience

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Knowledge Base** | Not enough data | Not enough data | 9.0 (663 reviews) | 
| **Searchable Articles** | Not enough data | Not enough data | 8.9 (658 reviews) | 
| **Community Forums** | Not enough data | Not enough data | Feature Not Available | 
| **Mobile Optimization** | Not enough data | Not enough data | 8.2 (493 reviews) | 
| **Personalization** | Not enough data | Not enough data | 8.4 (542 reviews) | 

#### Self-Service Platform

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Branding** | Not enough data | Not enough data | 8.7 (534 reviews) | 
| **Automation** | Not enough data | Not enough data | 8.8 (545 reviews) | 
| **Artificial Intelligence** | Not enough data | Not enough data | 8.4 (486 reviews) | 
| **Integrations** | Not enough data | Not enough data | 8.6 (527 reviews) | 

#### Agentic AI - Customer Self-Service

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

### Social Customer Service

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | N/A | N/A |
| **Fin** | 9.1/10 | 99 |

#### Generative AI

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

#### Process

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Mentions** | Not enough data | Not enough data | 9.3 (89 reviews) | 
| **Tickets** | Not enough data | Not enough data | 9.0 (87 reviews) | 
| **Macros** | Not enough data | Not enough data | 9.6 (90 reviews) | 

#### Channels

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Email** | Not enough data | Not enough data | 9.4 (90 reviews) | 
| **Social** | Not enough data | Not enough data | 8.8 (88 reviews) | 
| **Live Chat** | Not enough data | Not enough data | 9.5 (92 reviews) | 
| **Phone** | Not enough data | Not enough data | 8.4 (82 reviews) | 
| **Text** | Not enough data | Not enough data | 8.8 (84 reviews) | 

#### Insight

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Surveys** | Not enough data | Not enough data | 9.1 (86 reviews) | 
| **Reporting** | Not enough data | Not enough data | 9.2 (88 reviews) | 
| **Visitor Activity** | Not enough data | Not enough data | 8.8 (83 reviews) | 
| **Help Desk** | Not enough data | Not enough data | 9.3 (83 reviews) | 

### Digital Customer Service Platforms

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

#### Generative AI

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

### WhatsApp Marketing

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | N/A | N/A |
| **Fin** | N/A | N/A |

#### WhatsApp Messaging - WhatsApp Marketing

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Transactional Messages** | Not enough data | Not enough data | Not enough data | 
| **Bulk WhatsApp Messaging** | Not enough data | Not enough data | Not enough data | 
| **Conversational Messaging** | Not enough data | Not enough data | Not enough data | 
| **Personalization** | Not enough data | Not enough data | Not enough data | 
| **Promotional Messages** | Not enough data | Not enough data | Not enough data | 
| **Automated Replies** | Not enough data | Not enough data | Not enough data | 

#### WhatsApp Business Platform - WhatsApp Marketing

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Segmentation** | Not enough data | Not enough data | Not enough data | 
| **API Integration** | Not enough data | Not enough data | Not enough data | 
| **WhatsApp Commerce** | Not enough data | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | Not enough data | 

### Conversational Commerce Platforms

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | N/A | N/A |
| **Fin** | N/A | N/A |

#### Conversational AI - Conversational Commerce Platforms

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **AI chatbots** | Not enough data | Not enough data | Not enough data | 
| **Messaging and Notifications** | Not enough data | Not enough data | Not enough data | 
| **AI agents ** | Not enough data | Not enough data | Not enough data | 
| **Voice assistants** | Not enough data | Not enough data | Not enough data | 
| **Communication apps** | Not enough data | Not enough data | Not enough data | 

#### Platform integration - Conversational Commerce Platforms

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Ecommerce stores** | Not enough data | Not enough data | Not enough data | 
| **Sales channels** | Not enough data | Not enough data | Not enough data | 
| **Payment Platform** | Not enough data | Not enough data | Not enough data | 
| **Internal tools** | Not enough data | Not enough data | Not enough data | 

#### Analytics and Reporting - Conversational Commerce Platforms

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Conversational analytics** | Not enough data | Not enough data | Not enough data | 
| **Advance reporting** | Not enough data | Not enough data | Not enough data | 

### Conversational Interface Agents

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | N/A | N/A |
| **Fin** | N/A | N/A |

#### Natural Language Interaction - Conversational Interface Agents 

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

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

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

#### Context & Personalization - Conversational Interface Agents 

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

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

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

### AI Customer Support Agents

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | N/A | N/A |
| **Fin** | 7.9/10 | 277 |

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

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Automated Ticket Resolution** | Not enough data | Not enough data | 7.9 (199 reviews) | 
| **Contextual Response Generation** | Not enough data | Not enough data | 7.9 (208 reviews) | 
| **Sentiment Analysis** | Not enough data | Not enough data | 7.8 (167 reviews) | 
| **Knowledge Base Utilization** | Not enough data | Not enough data | 8.6 (196 reviews) | 
| **Multilingual Support** | Not enough data | Not enough data | 8.0 (161 reviews) | 

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

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Proactive Customer Outreach** | Not enough data | Not enough data | 7.5 (159 reviews) | 
| **Feedback Collection** | Not enough data | Not enough data | 7.9 (161 reviews) | 
| **Escalation Handling** | Not enough data | Not enough data | 7.9 (177 reviews) | 
| **Workflow Optimization** | Not enough data | Not enough data | 8.6 (205 reviews) | 

#### Automation

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Customer Interaction Automation** | Not enough data | Not enough data | 8.4 (204 reviews) | 
| **Feedback Collection** | Not enough data | Not enough data | 8.0 (166 reviews) | 
| **Document Processing** | Not enough data | Not enough data | 7.2 (156 reviews) | 

#### Autonomy

| Feature | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Independent Decision Making** | Not enough data | Not enough data | 7.6 (162 reviews) | 
| **Adaptive Responses** | Not enough data | Not enough data | 7.7 (165 reviews) | 
| **Task Execution** | Not enough data | Not enough data | 7.3 (164 reviews) | 
| **Problem Solving** | Not enough data | Not enough data | 7.7 (168 reviews) | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **yellow.ai** | N/A | N/A |
| **Fin** | N/A | N/A |

#### Agentic AI - AI Agents

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

---
## Categories
**Shared Categories (2):** [Conversational Marketing Software](https://www.g2.com/categories/conversational-marketing), [Conversational Interface Agents Software](https://www.g2.com/categories/conversational-interface-agents)

**Unique to Rasa (2):** [Conversational Support Software](https://www.g2.com/categories/conversational-support), [Bot Platforms](https://www.g2.com/categories/bot-platforms)

**Unique to yellow.ai (8):** [Bot Platforms](https://www.g2.com/categories/bot-platforms), [Conversational Commerce Platforms](https://www.g2.com/categories/conversational-commerce-platforms), [WhatsApp Marketing Software](https://www.g2.com/categories/whatsapp-marketing), [Customer Service Automation Software](https://www.g2.com/categories/customer-service-automation), [AI Customer Support Agents Software](https://www.g2.com/categories/ai-customer-support-agents), [Live Chat Software](https://www.g2.com/categories/live-chat), [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations), [Chatbots Software](https://www.g2.com/categories/chatbots)

**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), [Conversational Support Software](https://www.g2.com/categories/conversational-support), [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)


---
## Reviewer Demographics

### By Company Size

| Segment | Rasa | yellow.ai | Fin | 
|---|---|---|---|
| **Small-Business** | 72.7% | 38.0% | 58.3% | 
| **Mid-Market** | 9.1% | 33.0% | 37.3% | 
| **Enterprise** | 18.2% | 29.0% | 4.4% | 

### By Industry

#### 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%

#### yellow.ai

- **Financial Services:** 15.0%
- **Information Technology and Services:** 13.0%
- **Computer Software:** 10.0%
- **Banking:** 8.0%
- **Food & Beverages:** 7.0%
- **Hospital & Health Care:** 5.0%
- **Airlines/Aviation:** 4.0%
- **Retail:** 4.0%
- **Consumer Services:** 3.0%
- **Education Management:** 3.0%
- **Other:** 28.0%

#### Fin

- **Computer Software:** 26.5%
- **Information Technology and Services:** 13.2%
- **Financial Services:** 7.2%
- **Internet:** 4.9%
- **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%

---
## Alternatives

### Alternatives to Rasa

- [Botpress](https://www.g2.com/products/botpress/reviews) — 4.5/5 stars (496 reviews)
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### Alternatives to yellow.ai

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- [Zendesk for Customer Service](https://www.g2.com/products/zendesk-for-customer-service/reviews) — 4.3/5 stars (6971 reviews)
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- [Freshdesk](https://www.g2.com/products/freshdesk/reviews) — 4.4/5 stars (3751 reviews)
- [Front](https://www.g2.com/products/front/reviews) — 4.6/5 stars (2472 reviews)
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- [Gorgias](https://www.g2.com/products/gorgias/reviews) — 4.6/5 stars (561 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 (7342 reviews)
- [HubSpot Service Hub](https://www.g2.com/products/hubspot-service-hub/reviews) — 4.4/5 stars (2915 reviews)
- [Gladly](https://www.g2.com/products/gladly/reviews) — 4.7/5 stars (1112 reviews)

---
## Top Discussions

### Rasa

No discussions available for this product.

### yellow.ai

- Title: [Can we use python for bot's coding and can we integrate it with a good UI in your platform?](https://www.g2.com/discussions/32217-can-we-use-python-for-bot-s-coding-and-can-we-integrate-it-with-a-good-ui-in-your-platform) — 2 comments, 1 upvote
  > **Top comment:** "Hi Sudheer, 
kindly redirect your question to community: http://community.yellowmessenger.com"
- Title: [Can we have any discount model for the local stores](https://www.g2.com/discussions/33978-can-we-have-any-discount-model-for-the-local-stores) — 1 comment, 1 upvote
  > **Top comment:** "Hi Sai Surya,
To democratize AI and help brands #GetAiReady, we've launched a program to claim a free AI-powered WhatsApp chatbot for 3 months.
Check out:..."

### 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."

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