# Rasa vs Voiceflow Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Voiceflow excels in user satisfaction, boasting a significantly higher overall score compared to Rasa. Users appreciate its intuitive interface, which allows for easy mapping of conversational flows and rapid testing of ideas, making it ideal for teams without heavy engineering resources.
- **Users say** that Voiceflow's no-code building capabilities are a standout feature, with each step/action offering unique functionalities that enhance the building process. This contrasts with Rasa, which is noted for its complexity and is better suited for machine learning experts looking for high performance and customization.
- **Reviewers mention** that Voiceflow's implementation process is quick and straightforward, with many users highlighting the intuitive onboarding wizard. In comparison, Rasa's setup may pose challenges for those without technical expertise, as it requires a deeper understanding of machine learning concepts.
- **According to verified reviews** , Voiceflow has a strong presence in the small business market, with a majority of its users coming from this segment. Rasa also serves small businesses but is perceived as more niche, appealing primarily to those with specific technical needs.
- **Users appreciate** the quality of support provided by Voiceflow, which is rated highly by its users. In contrast, while Rasa's support is generally good, it does not receive the same level of praise, indicating that Voiceflow may offer a more responsive and helpful customer service experience.
- **Reviewers highlight** that Voiceflow's product direction is viewed positively, with users feeling confident in its future developments. Rasa, while customizable, has received mixed feedback regarding its direction, suggesting that users may have concerns about its long-term viability in the rapidly evolving AI landscape.



| | Rasa | Voiceflow | 
|---|---|---|
| **Star Rating** | 4.0 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 11 | 109 | 
| **Largest Market Segment** | Small-Business (72.7% of reviews) | Small-Business (69.1% of reviews) | 
| **Entry Level Price** | Free | Free | 

---
## 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)

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

---
## Features Comparison By Category

### AI Chatbots

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | 8.3/10 | 55 |

#### Core Conversational Capabilities - AI Chatbots

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

#### Data

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

#### Interaction

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

#### Task & Flow Management - AI Chatbots

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

#### Learning

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

#### Deployment & Embedding - AI Chatbots

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

#### Content Generation

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

#### Admin & Configuration - AI Chatbots

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

#### System

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

#### Agentic AI - AI Chatbots

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

#### Monitoring & Improvement - AI Chatbots

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

#### Reliability & Safety - AI Chatbots

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

### Conversational Marketing

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

#### Messenger

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

#### Channels

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

#### Customers

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

#### Agentic AI - Conversational Marketing

| Feature | Rasa | Voiceflow | 
|---|---|---|
| **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 | 

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | 8.3/10 | 33 |

#### Responses

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

#### Automation - AI Agents

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

#### Platform

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

#### Autonomy -  AI Agents

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

#### Generative AI

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

### Conversational Support

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | 8.5/10 | 24 |

#### Conversational Platform

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

#### Support Automation

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

#### Generative AI

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

### Customer Service Automation

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | 8.4/10 | 31 |

#### Customer Support

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

#### Automation

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

#### Artificial Intelligence

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

### Bot Platforms

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | 8.2/10 | 51 |

#### Generative AI

| Feature | Rasa | Voiceflow | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.8 (50 reviews) | 
| **AI Text Summarization** | Not enough data | 8.7 (47 reviews) | 

#### Agentic AI - Bot Platforms

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

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | 8.8/10 | 15 |

#### Scalability and Performance - Generative AI Infrastructure

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

#### Cost and Efficiency - Generative AI Infrastructure

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

#### Integration and Extensibility - Generative AI Infrastructure

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

#### Security and Compliance - Generative AI Infrastructure

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

#### Usability and Support - Generative AI Infrastructure

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

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | 8.2/10 | 17 |

#### Customization - AI Agent Builders

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

#### Functionality - AI Agent Builders

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

#### Data and Analytics - AI Agent Builders

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

#### Integration - AI Agent Builders

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

### AI Voice Assistants

| Product | Score | Reviews |
|---|---|---|
| **Rasa** | N/A | N/A |
| **Voiceflow** | 8.8/10 | 12 |

#### Voice Recognition - AI Voice Assistants

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

#### Speech Synthesis - AI Voice Assistants

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

#### Security and privacy - AI Voice Assistants

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

#### Compatibility - AI Voice Assistants

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

### Conversational Interface Agents

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

#### Natural Language Interaction - Conversational Interface Agents 

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

### AI Agents

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

#### Agentic AI - AI Agents

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

**Unique to Rasa (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 Voiceflow (6):** [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)


---
## Reviewer Demographics

### By Company Size

| Segment | Rasa | Voiceflow | 
|---|---|---|
| **Small-Business** | 72.7% | 69.1% | 
| **Mid-Market** | 9.1% | 18.1% | 
| **Enterprise** | 18.2% | 12.8% | 

### 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%

---
## 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)
- [Fin](https://www.g2.com/products/fin/reviews) — 4.5/5 stars (3850 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 (1474 reviews)
- [Tidio](https://www.g2.com/products/tidio/reviews) — 4.6/5 stars (1904 reviews)
- [Freshdesk](https://www.g2.com/products/freshdesk/reviews) — 4.4/5 stars (3740 reviews)
- [FreshChat](https://www.g2.com/products/freshworks-freshchat/reviews) — 4.4/5 stars (498 reviews)
- [Birdeye](https://www.g2.com/products/birdeye/reviews) — 4.7/5 stars (4052 reviews)
- [Podium](https://www.g2.com/products/podium/reviews) — 4.6/5 stars (2095 reviews)

### 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 (3850 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 (1904 reviews)
- [Qualified](https://www.g2.com/products/qualified/reviews) — 4.9/5 stars (1474 reviews)
- [ClickUp](https://www.g2.com/products/clickup/reviews) — 4.6/5 stars (12297 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 (654 reviews)
- [Simplified](https://www.g2.com/products/simplified/reviews) — 4.6/5 stars (5008 reviews)

---
## 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,..."

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