# Rasa, Voiceflow vs Azure AI Bot Service Comparison

| | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Star Rating** | 4.0 out of 5 | 4.6 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 11 | 109 | 10 | 
| **Largest Market Segment** | Small-Business (72.7% of reviews) | Small-Business (69.1% of reviews) | Mid-Market (60.0% of reviews) | 
| **Entry Level Price** | Free | Free | No pricing available | 

---
## Top Pros & Cons

### Rasa

**Not enough data**

### Voiceflow

Pros:
- Ease of Use (89 reviews)
- Features (67 reviews)

Cons:
- Missing Features (25 reviews)
- Usage Limitations (24 reviews)

### Azure AI Bot Service

**Not enough data**

---
## Ratings Comparison
| Rating | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
  | **Meets Requirements** | 7.8 (9 reviews) | 8.7 (93 reviews) | 8.7 (9 reviews) | 
  | **Ease of Use** | 7.2 (9 reviews) | 8.8 (92 reviews) | 8.9 (9 reviews) | 
  | **Ease of Setup** | Not enough data | 8.9 (82 reviews) | Not enough data | 
  | **Ease of Admin** | Not enough data | 8.7 (56 reviews) | Not enough data | 
  | **Quality of Support** | 8.3 (9 reviews) | 8.7 (85 reviews) | 8.7 (9 reviews) | 
  | **Has the product been a good partner in doing business?** | Not enough data | 8.8 (54 reviews) | Not enough data | 
  | **Product Direction (% positive)** | 5.0 (7 reviews) | 9.6 (89 reviews) | 10.0 (9 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

### Voiceflow

#### Entry-Level Pricing

Plan: Starter

Price: Free

Description: For students and hobbyists.

Key Features:
- 1 workspace
- 50 knowledge base sources
- Basic LLM models

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

#### Free Trial

Yes

### Azure AI Bot Service

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### AI Chatbots

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | 8.3/10 | 55 |
| **Azure AI Bot Service** | N/A | N/A |

#### Core Conversational Capabilities - AI Chatbots

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Controlled LLM Response Generation** | Not enough data | 8.8 (26 reviews) | Not enough data | 
| **Context Maintenance Within Sessions** | Not enough data | 8.5 (26 reviews) | Not enough data | 
| **Natural Language Understanding & Intent Inference** | Not enough data | Feature Not Available | Not enough data | 

#### Data

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Reliability** | Not enough data | 8.5 (52 reviews) | Not enough data | 
| **Data Security** | Not enough data | 8.2 (52 reviews) | Not enough data | 

#### Interaction

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Complex Query Handling** | Not enough data | 8.3 (52 reviews) | Not enough data | 
| **Natural Conversation** | Not enough data | 8.4 (52 reviews) | Not enough data | 
| **Understanding** | Not enough data | 8.6 (52 reviews) | Not enough data | 
| **Context Management** | Not enough data | 8.3 (53 reviews) | Not enough data | 
| **Customizability** | Not enough data | 8.3 (53 reviews) | Not enough data | 

#### Task & Flow Management - AI Chatbots

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Scripted Dialogue & Decision Tree Support** | Not enough data | 8.7 (26 reviews) | Not enough data | 
| **Fallback Responses for Unknown Queries** | Not enough data | 8.2 (26 reviews) | Not enough data | 

#### Learning

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **User Interaction Learning** | Not enough data | 7.7 (52 reviews) | Not enough data | 
| **Error Learning** | Not enough data | 7.4 (51 reviews) | Not enough data | 

#### Deployment & Embedding - AI Chatbots

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **API Access for Business System Integration** | Not enough data | 8.7 (25 reviews) | Not enough data | 
| **Web Widget & SDK Embedding** | Not enough data | 8.3 (24 reviews) | Not enough data | 

#### Content Generation

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Creativity** | Not enough data | 8.4 (50 reviews) | Not enough data | 
| **Content Accuracy** | Not enough data | Feature Not Available | Not enough data | 

#### Admin & Configuration - AI Chatbots

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **No-Code Conversation Design** | Not enough data | 9.0 (26 reviews) | Not enough data | 

#### System

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **API Flexibility** | Not enough data | 8.6 (52 reviews) | Not enough data | 
| **Update Frequency and Utility** | Not enough data | 9.1 (51 reviews) | Not enough data | 
| **Cross-Platform Compatibility	** | Not enough data | 8.4 (52 reviews) | Not enough data | 
| **Software Integration** | Not enough data | 8.6 (52 reviews) | Not enough data | 

#### Agentic AI - AI Chatbots

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.1 (26 reviews) | Not enough data | 
| **Multi-step Planning** | Not enough data | 7.8 (26 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 8.7 (25 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 7.7 (25 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | 8.3 (27 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 7.9 (25 reviews) | Not enough data | 
| **Decision Making** | Not enough data | 8.2 (26 reviews) | Not enough data | 

#### Monitoring & Improvement - AI Chatbots

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Feedback-Driven Response Optimization** | Not enough data | 7.9 (23 reviews) | Not enough data | 

#### Reliability & Safety - AI Chatbots

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Guardrails & Content Controls** | Not enough data | 8.1 (24 reviews) | Not enough data | 

### Conversational Marketing

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | N/A | N/A |
| **Azure AI Bot Service** | N/A | N/A |

#### Messenger

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Sequencing** | Not enough data | Not enough data | Not enough data | 
| **AI** | Not enough data | Not enough data | Not enough data | 
| **Live Chat** | Not enough data | Not enough data | Not enough data | 
| **Customization Interface** | Not enough data | Not enough data | Not enough data | 

#### Channels

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Social Media** | Not enough data | Not enough data | Not enough data | 
| **Website** | Not enough data | Not enough data | Not enough data | 
| **Text Message (SMS)** | Not enough data | Not enough data | Not enough data | 
| **Voice Assistants** | Not enough data | Not enough data | Not enough data | 
| **Other** | Not enough data | Not enough data | Not enough data | 

#### Customers

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Targeting** | Not enough data | Not enough data | Not enough data | 
| **Profiles** | Not enough data | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | Not enough data | 
| **Lead Gathering** | Not enough data | Not enough data | Not enough data | 
| **Sales Conversion** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Conversational Marketing

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **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 | 

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | 8.3/10 | 33 |
| **Azure AI Bot Service** | N/A | N/A |

#### Responses

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Personalization** | Not enough data | 8.8 (32 reviews) | Not enough data | 
| **Route To Human** | Not enough data | 7.8 (33 reviews) | Not enough data | 
| **Natural Language Understanding (NLU)** | Not enough data | 8.7 (33 reviews) | Not enough data | 

#### Automation - AI Agents

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Sales Follow-Up** | Not enough data | 7.6 (31 reviews) | Not enough data | 
| **Customer Interaction Automation** | Not enough data | 8.2 (29 reviews) | Not enough data | 
| **Lead Generation** | Not enough data | 8.5 (29 reviews) | Not enough data | 
| **Document Processing** | Not enough data | 7.3 (30 reviews) | Not enough data | 
| **Feedback Collection** | Not enough data | 8.3 (29 reviews) | Not enough data | 

#### Platform

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Conversation Editor** | Not enough data | 9.0 (32 reviews) | Not enough data | 
| **Integration** | Not enough data | 8.5 (33 reviews) | Not enough data | 
| **Human-In-The-Loop** | Not enough data | 7.9 (33 reviews) | Not enough data | 

#### Autonomy -  AI Agents

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Independent Decision Making** | Not enough data | 8.1 (31 reviews) | Not enough data | 
| **Adaptive Responses** | Not enough data | 8.4 (31 reviews) | Not enough data | 
| **Task Execution** | Not enough data | 8.1 (29 reviews) | Not enough data | 
| **Problem Solving** | Not enough data | 8.0 (29 reviews) | Not enough data | 

#### Generative AI

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 9.1 (31 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 8.9 (31 reviews) | Not enough data | 

### Conversational Support

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | 8.5/10 | 24 |
| **Azure AI Bot Service** | N/A | N/A |

#### Conversational Platform

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Personalization** | Not enough data | 8.5 (24 reviews) | Not enough data | 
| **Omnichannel** | Not enough data | 7.4 (23 reviews) | Not enough data | 
| **Contextual Engagement** | Not enough data | 8.5 (23 reviews) | Not enough data | 
| **Proactive Engagement** | Not enough data | 7.7 (23 reviews) | Not enough data | 

#### Support Automation

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Intelligent Routing** | Not enough data | 8.3 (22 reviews) | Not enough data | 
| **Seamless Escalation** | Not enough data | 8.2 (24 reviews) | Not enough data | 
| **Transcripts** | Not enough data | 9.1 (23 reviews) | Not enough data | 
| **Self-Serve Support** | Not enough data | 8.4 (23 reviews) | Not enough data | 

#### Generative AI

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 9.3 (22 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 9.1 (22 reviews) | Not enough data | 

### Customer Service Automation

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | 8.4/10 | 31 |
| **Azure AI Bot Service** | N/A | N/A |

#### Customer Support

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Text** | Not enough data | 8.9 (31 reviews) | Not enough data | 
| **Speech** | Not enough data | 8.1 (30 reviews) | Not enough data | 
| **Knowledge Base** | Not enough data | 8.7 (31 reviews) | Not enough data | 

#### Automation

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Ticket Resolution** | Not enough data | 8.3 (30 reviews) | Not enough data | 
| **Customization** | Not enough data | 8.7 (30 reviews) | Not enough data | 
| **Intelligent Routing** | Not enough data | 8.0 (29 reviews) | Not enough data | 

#### Artificial Intelligence

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Learning** | Not enough data | 7.3 (30 reviews) | Not enough data | 
| **Language** | Not enough data | 8.9 (29 reviews) | Not enough data | 
| **Conversational AI** | Not enough data | 9.1 (30 reviews) | Not enough data | 

### Bot Platforms

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | 8.2/10 | 51 |
| **Azure AI Bot Service** | 9.4/10 | 7 |

#### Generative AI

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 8.8 (50 reviews) | 9.5 (7 reviews) | 
| **AI Text Summarization** | Not enough data | 8.7 (47 reviews) | 9.3 (7 reviews) | 

#### Agentic AI - Bot Platforms

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.2 (30 reviews) | Not enough data | 
| **Multi-step Planning** | Not enough data | 7.8 (31 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 8.1 (30 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 7.8 (30 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | 8.4 (30 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 7.6 (30 reviews) | Not enough data | 
| **Decision Making** | Not enough data | 8.0 (31 reviews) | Not enough data | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | 8.8/10 | 15 |
| **Azure AI Bot Service** | N/A | N/A |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **AI High Availability** | Not enough data | 9.3 (15 reviews) | Not enough data | 
| **AI Model Training Scalability** | Not enough data | 8.8 (13 reviews) | Not enough data | 
| **AI Inference Speed** | Not enough data | 9.1 (15 reviews) | Not enough data | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **AI Cost per API Call** | Not enough data | Feature Not Available | Not enough data | 
| **AI Resource Allocation Flexibility** | Not enough data | 8.6 (15 reviews) | Not enough data | 
| **AI Energy Efficiency** | Not enough data | 8.0 (15 reviews) | Not enough data | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **AI Multi-cloud Support** | Not enough data | 8.8 (10 reviews) | Not enough data | 
| **AI Data Pipeline Integration** | Not enough data | Feature Not Available | Not enough data | 
| **AI API Support and Flexibility** | Not enough data | Feature Not Available | Not enough data | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **AI GDPR and Regulatory Compliance** | Not enough data | 8.4 (15 reviews) | Not enough data | 
| **AI Role-based Access Control** | Not enough data | 8.3 (15 reviews) | Not enough data | 
| **AI Data Encryption** | Not enough data | 8.7 (15 reviews) | Not enough data | 

#### Usability and Support - Generative AI Infrastructure

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **AI Documentation Quality** | Not enough data | 9.0 (15 reviews) | Not enough data | 
| **AI Community Activity** | Not enough data | 9.3 (15 reviews) | Not enough data | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | 8.2/10 | 17 |
| **Azure AI Bot Service** | N/A | N/A |

#### Customization - AI Agent Builders

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Natural Language Configuration** | Not enough data | 8.4 (16 reviews) | Not enough data | 
| **Tone Customization** | Not enough data | 8.9 (16 reviews) | Not enough data | 
| **Security Guardrails** | Not enough data | 8.0 (16 reviews) | Not enough data | 

#### Functionality - AI Agent Builders

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Omni-channel Support** | Not enough data | 7.5 (16 reviews) | Not enough data | 
| **Agent Branding** | Not enough data | 8.6 (16 reviews) | Not enough data | 
| **Proactive Response Capabilities** | Not enough data | 8.1 (16 reviews) | Not enough data | 
| **Seamless Human Escalation** | Not enough data | 7.2 (16 reviews) | Not enough data | 

#### Data and Analytics - AI Agent Builders

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Analytics & Reporting** | Not enough data | 8.5 (16 reviews) | Not enough data | 
| **Contextual Awareness** | Not enough data | 8.5 (16 reviews) | Not enough data | 
| **Data Privacy Compliance** | Not enough data | 7.6 (16 reviews) | Not enough data | 

#### Integration - AI Agent Builders

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Workflow Automation** | Not enough data | 8.3 (17 reviews) | Not enough data | 
| **API Usage** | Not enough data | 8.9 (15 reviews) | Not enough data | 
| **Platform Interoperability** | Not enough data | 8.0 (16 reviews) | Not enough data | 
| **CRM Data Integration** | Not enough data | 8.9 (16 reviews) | Not enough data | 

### AI Voice Assistants

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | 8.8/10 | 12 |
| **Azure AI Bot Service** | N/A | N/A |

#### Voice Recognition - AI Voice Assistants

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Voice Recognition** | Not enough data | 9.2 (12 reviews) | Not enough data | 

#### Speech Synthesis - AI Voice Assistants

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Speech Synthesis** | Not enough data | 8.8 (12 reviews) | Not enough data | 
| **Customizable speech** | Not enough data | 8.8 (12 reviews) | Not enough data | 
| **Multiple voice actions** | Not enough data | 9.0 (12 reviews) | Not enough data | 

#### Security and privacy - AI Voice Assistants

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Encrypted communication** | Not enough data | 8.3 (12 reviews) | Not enough data | 

#### Compatibility - AI Voice Assistants

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Cross platform compatibility** | Not enough data | 8.5 (12 reviews) | Not enough data | 

### Conversational Interface Agents

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | N/A | N/A |
| **Azure AI Bot Service** | N/A | N/A |

#### Natural Language Interaction - Conversational Interface Agents 

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **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 | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **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 | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **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 | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **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 Agents

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | N/A | N/A |
| **Azure AI Bot Service** | N/A | N/A |

#### Agentic AI - AI Agents

| Feature | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **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 (1):** [Bot Platforms](https://www.g2.com/categories/bot-platforms)

**Unique to Rasa (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 Voiceflow (7):** [AI Chatbots Software](https://www.g2.com/categories/ai-chatbots), [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [AI Voice Assistants](https://www.g2.com/categories/ai-voice-assistants), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [Customer Service Automation Software](https://www.g2.com/categories/customer-service-automation), [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations), [Conversational Support Software](https://www.g2.com/categories/conversational-support)



---
## Reviewer Demographics

### By Company Size

| Segment | Rasa | Voiceflow | Azure AI Bot Service | 
|---|---|---|---|
| **Small-Business** | 72.7% | 69.1% | 20.0% | 
| **Mid-Market** | 9.1% | 18.1% | 60.0% | 
| **Enterprise** | 18.2% | 12.8% | 20.0% | 

### 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%

#### Voiceflow

- **Computer Software:** 13.8%
- **Information Technology and Services:** 11.7%
- **Real Estate:** 5.3%
- **Marketing and Advertising:** 5.3%
- **Financial Services:** 4.3%
- **Consulting:** 3.2%
- **Retail:** 3.2%
- **Automotive:** 3.2%
- **Internet:** 3.2%
- **Food & Beverages:** 2.1%
- **Other:** 44.7%

#### Azure AI Bot Service

- **Information Technology and Services:** 70.0%
- **Higher Education:** 10.0%
- **Computer Software:** 10.0%
- **Automotive:** 10.0%

---
## Alternatives

### Alternatives to Rasa

- [Botpress](https://www.g2.com/products/botpress/reviews) — 4.5/5 stars (492 reviews)
- [Kore.AI](https://www.g2.com/products/kore-ai/reviews) — 4.6/5 stars (474 reviews)
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### Alternatives to Voiceflow

- [Botpress](https://www.g2.com/products/botpress/reviews) — 4.5/5 stars (492 reviews)
- [Kore.AI](https://www.g2.com/products/kore-ai/reviews) — 4.6/5 stars (474 reviews)
- [Fin](https://www.g2.com/products/fin/reviews) — 4.5/5 stars (3851 reviews)
- [Drift](https://www.g2.com/products/drift/reviews) — 4.4/5 stars (1256 reviews)
- [Tidio](https://www.g2.com/products/tidio/reviews) — 4.6/5 stars (1905 reviews)
- [Qualified](https://www.g2.com/products/qualified/reviews) — 4.9/5 stars (1476 reviews)
- [ClickUp](https://www.g2.com/products/clickup/reviews) — 4.6/5 stars (12354 reviews)
- [LiveChat](https://www.g2.com/products/livechat/reviews) — 4.4/5 stars (806 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (656 reviews)
- [Simplified](https://www.g2.com/products/simplified/reviews) — 4.6/5 stars (5008 reviews)

### Alternatives to Azure AI Bot Service

- [Botpress](https://www.g2.com/products/botpress/reviews) — 4.5/5 stars (492 reviews)
- [Google Cloud Dialogflow](https://www.g2.com/products/google-cloud-dialogflow/reviews) — 4.4/5 stars (134 reviews)
- [Drift](https://www.g2.com/products/drift/reviews) — 4.4/5 stars (1256 reviews)
- [Qualified](https://www.g2.com/products/qualified/reviews) — 4.9/5 stars (1476 reviews)
- [Insider One](https://www.g2.com/products/insider-one/reviews) — 4.8/5 stars (1356 reviews)
- [IBM watsonx Orchestrate](https://www.g2.com/products/ibm-watsonx-orchestrate/reviews) — 4.4/5 stars (392 reviews)
- [Pega Platform](https://www.g2.com/products/pega-platform/reviews) — 4.2/5 stars (278 reviews)
- [Verloop.io](https://www.g2.com/products/verloop-io/reviews) — 4.7/5 stars (230 reviews)
- [LivePerson](https://www.g2.com/products/liveperson/reviews) — 4.3/5 stars (207 reviews)
- [EnableX Programmable Cloud](https://www.g2.com/products/enablex-programmable-cloud/reviews) — 4.6/5 stars (189 reviews)

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## Top Discussions

### Rasa

No discussions available for this product.

### Voiceflow

- Title: [What is Voiceflow used for?](https://www.g2.com/discussions/what-is-voiceflow-used-for) — 1 comment, 1 upvote
  > **Top comment:** "It is a chatbot software to build text or voice chatbots. You can use building blocks like LLMs, knowledge base, intents, logic (no code); use buttons,..."

### Azure AI Bot Service

No discussions available for this product.

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**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/rasa-vs-voiceflow-vs-azure-ai-bot-service)