# Google Cloud Dialogflow, Rasa vs Drift Comparison | | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Star Rating** | 4.4 out of 5 | 4.0 out of 5 | 4.4 out of 5 | | **Total Reviews** | 134 | 11 | 1,256 | | **Largest Market Segment** | Small-Business (43.4% of reviews) | Small-Business (72.7% of reviews) | Mid-Market (51.7% of reviews) | | **Entry Level Price** | Pay As You Go Per Month | Free | Starting at $2,500.00 Per Month | --- ## Top Pros & Cons ### Google Cloud Dialogflow Pros: - Ease of Use (14 reviews) - Integrations (9 reviews) Cons: - Cost (5 reviews) - Expensive (5 reviews) ### Rasa **Not enough data** ### Drift Pros: - Ease of Use (53 reviews) - Helpful (46 reviews) Cons: - Chat Management (10 reviews) - Learning Curve (9 reviews) --- ## Ratings Comparison | Rating | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Meets Requirements** | 8.5 (103 reviews) | 7.8 (9 reviews) | 8.7 (1019 reviews) | | **Ease of Use** | 8.7 (106 reviews) | 7.2 (9 reviews) | 8.7 (1032 reviews) | | **Ease of Setup** | 8.7 (59 reviews) | Not enough data | 8.4 (508 reviews) | | **Ease of Admin** | 8.6 (51 reviews) | Not enough data | 8.5 (473 reviews) | | **Quality of Support** | 8.4 (91 reviews) | 8.3 (9 reviews) | 8.8 (940 reviews) | | **Has the product been a good partner in doing business?** | 8.6 (45 reviews) | Not enough data | 8.9 (472 reviews) | | **Product Direction (% positive)** | 8.7 (101 reviews) | 5.0 (7 reviews) | 8.9 (997 reviews) | --- ## Pricing ### Google Cloud Dialogflow #### Entry-Level Pricing Plan: CX Agent Price: Pay As You Go Per Month Description: Provides an advanced agent type suitable for large or very complex agents. Key Features: - Text (includes all DetectIntent, StreamingDetectIntent, FulfillIntent, AnalyzeContent, and StreamingAnalyzeContent requests that do not contain audio) - Audio input/output (speech recognition, speech-to-text, STT, speech synthesis, text-to-speech, TTS, telephony) - Design-time requests (For example, calls to build or update an agent. This also includes text and audio runtime requests sent by the Dialogflow Console simulator) [Browse all 4 editions](https://www.g2.com/products/google-cloud-dialogflow/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 ### Drift #### Entry-Level Pricing Plan: Premium Price: Starting at $2,500.00 Per Month Description: For small businesses. The right amount of conversational firepower to keep your business growing. Key Features: - * Everything in Free, plus: - Live Chat - Meetings [Browse all 3 editions](https://www.g2.com/products/drift/pricing) #### Free Trial Yes --- ## Features Comparison By Category ### AI Chatbots | Product | Score | Reviews | |---|---|---| | **Google Cloud Dialogflow** | 9.0/10 | 24 | | **Rasa** | N/A | N/A | | **Drift** | N/A | N/A | #### Core Conversational Capabilities - AI Chatbots | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Controlled LLM Response Generation** | Not enough data | Not enough data | Not enough data | | **Context Maintenance Within Sessions** | Not enough data | Not enough data | Not enough data | | **Natural Language Understanding & Intent Inference** | Not enough data | Not enough data | Not enough data | #### Data | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Reliability** | 9.0 (16 reviews) | Not enough data | Not enough data | | **Data Security** | 9.5 (14 reviews) | Not enough data | Not enough data | #### Interaction | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Complex Query Handling** | 8.6 (15 reviews) | Not enough data | Not enough data | | **Natural Conversation** | 9.2 (15 reviews) | Not enough data | Not enough data | | **Understanding** | 9.1 (13 reviews) | Not enough data | Not enough data | | **Context Management** | 9.1 (15 reviews) | Not enough data | Not enough data | | **Customizability** | 8.4 (15 reviews) | Not enough data | Not enough data | #### Task & Flow Management - AI Chatbots | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Scripted Dialogue & Decision Tree Support** | Not enough data | Not enough data | Not enough data | | **Fallback Responses for Unknown Queries** | Not enough data | Not enough data | Not enough data | #### Learning | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **User Interaction Learning** | 9.0 (13 reviews) | Not enough data | Not enough data | | **Error Learning** | 9.0 (16 reviews) | Not enough data | Not enough data | #### Deployment & Embedding - AI Chatbots | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **API Access for Business System Integration** | Not enough data | Not enough data | Not enough data | | **Web Widget & SDK Embedding** | Not enough data | Not enough data | Not enough data | #### Content Generation | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Creativity** | 9.0 (14 reviews) | Not enough data | Not enough data | | **Content Accuracy** | 9.2 (16 reviews) | Not enough data | Not enough data | #### Admin & Configuration - AI Chatbots | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **No-Code Conversation Design** | Not enough data | Not enough data | Not enough data | #### System | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **API Flexibility** | 9.2 (14 reviews) | Not enough data | Not enough data | | **Update Frequency and Utility** | 9.0 (13 reviews) | Not enough data | Not enough data | | **Cross-Platform Compatibility ** | 9.1 (15 reviews) | Not enough data | Not enough data | | **Software Integration** | 9.2 (18 reviews) | Not enough data | Not enough data | #### Agentic AI - AI Chatbots | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **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** | 9.0 (5 reviews) | 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 | #### Monitoring & Improvement - AI Chatbots | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Feedback-Driven Response Optimization** | Not enough data | Not enough data | Not enough data | #### Reliability & Safety - AI Chatbots | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Guardrails & Content Controls** | Not enough data | Not enough data | Not enough data | ### Conversational Marketing | Product | Score | Reviews | |---|---|---| | **Google Cloud Dialogflow** | N/A | N/A | | **Rasa** | N/A | N/A | | **Drift** | 8.3/10 | 326 | #### Messenger | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Sequencing** | Not enough data | Not enough data | 8.5 (204 reviews) ✓ Verified | | **AI** | Not enough data | Not enough data | 8.2 (201 reviews) ✓ Verified | | **Live Chat** | Not enough data | Not enough data | 9.1 (273 reviews) ✓ Verified | | **Customization Interface** | Not enough data | Not enough data | 8.5 (250 reviews) ✓ Verified | #### Channels | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Social Media** | Not enough data | Not enough data | 7.9 (116 reviews) ✓ Verified | | **Website** | Not enough data | Not enough data | 8.9 (250 reviews) ✓ Verified | | **Text Message (SMS)** | Not enough data | Not enough data | 7.7 (91 reviews) ✓ Verified | | **Voice Assistants** | Not enough data | Not enough data | 7.6 (81 reviews) ✓ Verified | | **Other** | Not enough data | Not enough data | 7.8 (90 reviews) ✓ Verified | #### Customers | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Targeting** | Not enough data | Not enough data | 8.6 (225 reviews) ✓ Verified | | **Profiles** | Not enough data | Not enough data | 8.4 (202 reviews) ✓ Verified | | **Analytics** | Not enough data | Not enough data | 8.1 (241 reviews) ✓ Verified | | **Lead Gathering** | Not enough data | Not enough data | 8.7 (242 reviews) ✓ Verified | | **Sales Conversion** | Not enough data | Not enough data | 8.5 (246 reviews) ✓ Verified | #### Agentic AI - Conversational Marketing | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **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 Sales Assistant | Product | Score | Reviews | |---|---|---| | **Google Cloud Dialogflow** | N/A | N/A | | **Rasa** | N/A | N/A | | **Drift** | 8.0/10 | 358 | #### Lead Facilitation | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Customer-facing Chatbot** | Not enough data | Not enough data | 8.9 (315 reviews) ✓ Verified | | **Lead Qualification** | Not enough data | Not enough data | 8.2 (309 reviews) ✓ Verified | | **Lead Follow-up** | Not enough data | Not enough data | 8.2 (288 reviews) ✓ Verified | | **Meeting Scheduling ** | Not enough data | Not enough data | 8.7 (305 reviews) ✓ Verified | #### Organization | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Opportunity and Pipeline Management ** | Not enough data | Not enough data | 8.0 (265 reviews) ✓ Verified | | **Data Entry** | Not enough data | Not enough data | 8.0 (269 reviews) ✓ Verified | | **Integrations / APIs** | Not enough data | Not enough data | 8.3 (278 reviews) ✓ Verified | #### Performance Analysis | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Coaching ** | Not enough data | Not enough data | 7.8 (241 reviews) ✓ Verified | | **Peformance Tracking** | Not enough data | Not enough data | 8.0 (261 reviews) ✓ Verified | #### Sales Analysis | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **ROI Forecasting ** | Not enough data | Not enough data | 7.5 (215 reviews) ✓ Verified | | **Sales Forecasting ** | Not enough data | Not enough data | 7.7 (221 reviews) ✓ Verified | #### Generative AI | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | 7.5 (87 reviews) | | **AI Text Summarization** | Not enough data | Not enough data | 7.6 (85 reviews) | #### Agentic AI - AI Sales Assistant | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **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 | ### Enterprise Search Software | Product | Score | Reviews | |---|---|---| | **Google Cloud Dialogflow** | 8.9/10 | 25 | | **Rasa** | N/A | N/A | | **Drift** | N/A | N/A | #### Compatibility | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Federated Search** | 8.8 (20 reviews) | Not enough data | Not enough data | | **File Types** | 8.9 (20 reviews) | Not enough data | Not enough data | | **Global Language Support** | 8.7 (21 reviews) | Not enough data | Not enough data | #### Agentic AI - Enterprise Search Software | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **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 | | **Proactive Assistance** | Not enough data | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | Not enough data | #### Search Queries | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Typo Tolerance** | 8.8 (20 reviews) | Not enough data | Not enough data | | **Faceted Search** | 9.1 (20 reviews) | Not enough data | Not enough data | | **Synonyms** | 8.7 (20 reviews) | Not enough data | Not enough data | | **Highlighting** | 9.0 (18 reviews) | Not enough data | Not enough data | | **Natural Language** | 9.3 (21 reviews) | Not enough data | Not enough data | #### AI powered search - Enterprise Search Software | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Generative RAG (Retrieval augmented generation)** | Not enough data | Not enough data | Not enough data | | **Relevance Tuning** | Not enough data | Not enough data | Not enough data | | **NLP & Semantic search** | Not enough data | Not enough data | Not enough data | #### Functionality | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Personalization** | 8.6 (21 reviews) | Not enough data | Not enough data | | **Search Analytics** | 8.9 (19 reviews) | Not enough data | Not enough data | | **Integrations** | 9.1 (19 reviews) | Not enough data | Not enough data | #### Compatibility - Enterprise Search Software | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **File Types** | Not enough data | Not enough data | Not enough data | | **Federated Search** | Not enough data | Not enough data | Not enough data | | **Global Language Support** | Not enough data | Not enough data | Not enough data | #### Functionality - Enterprise Search Software | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Personalization** | Not enough data | Not enough data | Not enough data | | **Search Analytics** | Not enough data | Not enough data | Not enough data | | **Integrations** | Not enough data | Not enough data | Not enough data | #### Search Queries - Enterprise Search Software | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Highlighting** | Not enough data | Not enough data | Not enough data | | **Faceted Search** | Not enough data | Not enough data | Not enough data | | **Typo Tolerance** | Not enough data | Not enough data | Not enough data | | **Synonyms** | Not enough data | Not enough data | Not enough data | ### Chatbots | Product | Score | Reviews | |---|---|---| | **Google Cloud Dialogflow** | N/A | N/A | | **Rasa** | N/A | N/A | | **Drift** | 8.2/10 | 332 | #### Responses | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Customization** | Not enough data | Not enough data | 8.2 (280 reviews) | | **Control** | Not enough data | Not enough data | 8.3 (268 reviews) | | **Route To Human** | Not enough data | Not enough data | 8.4 (303 reviews) | | **Menu bars** | Not enough data | Not enough data | 8.1 (273 reviews) | | **Drip sequences** | Not enough data | Not enough data | 8.0 (228 reviews) | #### Platform | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Live chat** | Not enough data | Not enough data | 8.9 (309 reviews) | | **Integrations** | Not enough data | Not enough data | 8.4 (291 reviews) | | **Branding** | Not enough data | Not enough data | 8.4 (275 reviews) | | **Analytics** | Not enough data | Not enough data | 8.1 (281 reviews) | | **A/B testing** | Not enough data | Not enough data | 7.9 (240 reviews) | | **Role-based access** | Not enough data | Not enough data | 8.4 (261 reviews) | | **Collection of information** | Not enough data | Not enough data | 8.2 (286 reviews) | #### Generative AI | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | 7.7 (84 reviews) | | **AI Text Summarization** | Not enough data | Not enough data | 7.7 (82 reviews) | ### Conversational Support | Product | Score | Reviews | |---|---|---| | **Google Cloud Dialogflow** | N/A | N/A | | **Rasa** | N/A | N/A | | **Drift** | 8.4/10 | 198 | #### Conversational Platform | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Personalization** | Not enough data | Not enough data | 8.6 (167 reviews) | | **Omnichannel** | Not enough data | Not enough data | 8.4 (117 reviews) | | **Contextual Engagement** | Not enough data | Not enough data | 8.7 (128 reviews) | | **Proactive Engagement** | Not enough data | Not enough data | 8.6 (92 reviews) | #### Support Automation | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Intelligent Routing** | Not enough data | Not enough data | Feature Not Available | | **Seamless Escalation** | Not enough data | Not enough data | 8.4 (147 reviews) | | **Transcripts** | Not enough data | Not enough data | 8.7 (138 reviews) | | **Self-Serve Support** | Not enough data | Not enough data | 8.4 (92 reviews) | #### Generative AI | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | 7.9 (31 reviews) | | **AI Text Summarization** | Not enough data | Not enough data | 7.7 (31 reviews) | ### Business Scheduling | Product | Score | Reviews | |---|---|---| | **Google Cloud Dialogflow** | N/A | N/A | | **Rasa** | N/A | N/A | | **Drift** | 8.0/10 | 102 | #### Integrations | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **MS Teams Integration** | Not enough data | Not enough data | 7.4 (92 reviews) | | **Email Integration** | Not enough data | Not enough data | 7.9 (95 reviews) | | **Zoom Integration** | Not enough data | Not enough data | 7.8 (91 reviews) | | **Google Meet Integration** | Not enough data | Not enough data | 7.3 (88 reviews) | | **Salesforce Integration** | Not enough data | Not enough data | 8.0 (95 reviews) | #### Branding & Customizatio | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Custom Booking Page** | Not enough data | Not enough data | 8.2 (94 reviews) | | **Personalized Links** | Not enough data | Not enough data | 8.3 (93 reviews) | | **Personalized Web Embed** | Not enough data | Not enough data | 7.9 (90 reviews) | #### Automatic Rules & Configurations | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Set Working Hours** | Not enough data | Not enough data | 8.5 (96 reviews) | | **Automatic Updates** | Not enough data | Not enough data | 8.2 (90 reviews) | | **Buffer Times** | Not enough data | Not enough data | 8.1 (93 reviews) | #### Agentic AI - Business Scheduling | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | Not enough data | ### Customer Service Automation | Product | Score | Reviews | |---|---|---| | **Google Cloud Dialogflow** | N/A | N/A | | **Rasa** | N/A | N/A | | **Drift** | 8.1/10 | 14 | #### Customer Support | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Text** | Not enough data | Not enough data | 7.8 (12 reviews) | | **Speech** | Not enough data | Not enough data | 7.8 (12 reviews) | | **Knowledge Base** | Not enough data | Not enough data | 8.1 (12 reviews) | #### Automation | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Ticket Resolution** | Not enough data | Not enough data | 8.2 (11 reviews) | | **Customization** | Not enough data | Not enough data | 8.3 (13 reviews) | | **Intelligent Routing** | Not enough data | Not enough data | 8.3 (12 reviews) | #### Artificial Intelligence | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Learning** | Not enough data | Not enough data | 7.7 (13 reviews) | | **Language** | Not enough data | Not enough data | 8.2 (13 reviews) | | **Conversational AI** | Not enough data | Not enough data | 8.3 (14 reviews) | ### Bot Platforms | Product | Score | Reviews | |---|---|---| | **Google Cloud Dialogflow** | 8.6/10 | 37 | | **Rasa** | N/A | N/A | | **Drift** | 7.8/10 | 31 | #### Generative AI | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **AI Text Generation** | 8.5 (28 reviews) | Not enough data | 7.7 (31 reviews) | | **AI Text Summarization** | 8.6 (30 reviews) | Not enough data | 7.9 (30 reviews) | #### Agentic AI - Bot Platforms | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **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 | |---|---|---| | **Google Cloud Dialogflow** | N/A | N/A | | **Rasa** | N/A | N/A | | **Drift** | 8.2/10 | 598 | #### Generative AI | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | 7.7 (83 reviews) | | **AI Text Summarization** | Not enough data | Not enough data | 7.7 (81 reviews) | | **AI Text-to-Speech** | Not enough data | Not enough data | 7.3 (81 reviews) | #### Communication | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Pop-up Chat** | Not enough data | Not enough data | 9.2 (543 reviews) ✓ Verified | | **Notifications** | Not enough data | Not enough data | 8.5 (539 reviews) ✓ Verified | | **Targeted Emails** | Not enough data | Not enough data | 7.8 (323 reviews) ✓ Verified | | **In-App Messaging** | Not enough data | Not enough data | 8.6 (414 reviews) ✓ Verified | | **Co-Browsing** | Not enough data | Not enough data | 7.9 (189 reviews) | #### Internal Use | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Customization ** | Not enough data | Not enough data | 8.4 (461 reviews) ✓ Verified | | **Conversation Archiving** | Not enough data | Not enough data | 8.7 (470 reviews) ✓ Verified | | **Lead Development** | Not enough data | Not enough data | 8.5 (471 reviews) ✓ Verified | | **Knowledge Base** | Not enough data | Not enough data | 8.2 (408 reviews) ✓ Verified | | **Team Inbox ** | Not enough data | Not enough data | 8.3 (371 reviews) ✓ Verified | | **Customer Profiles** | Not enough data | Not enough data | 8.1 (401 reviews) ✓ Verified | ### Customer Self-Service | Product | Score | Reviews | |---|---|---| | **Google Cloud Dialogflow** | N/A | N/A | | **Rasa** | N/A | N/A | | **Drift** | 8.3/10 | 74 | #### Generative AI | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **AI Text Summarization** | Not enough data | Not enough data | 7.4 (20 reviews) | #### Self-Service Experience | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Knowledge Base** | Not enough data | Not enough data | 8.1 (57 reviews) | | **Searchable Articles** | Not enough data | Not enough data | 8.2 (53 reviews) | | **Community Forums** | Not enough data | Not enough data | Feature Not Available | | **Mobile Optimization** | Not enough data | Not enough data | 8.2 (51 reviews) | | **Personalization** | Not enough data | Not enough data | 8.5 (57 reviews) | #### Self-Service Platform | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Branding** | Not enough data | Not enough data | 8.6 (57 reviews) | | **Automation** | Not enough data | Not enough data | 8.7 (60 reviews) | | **Artificial Intelligence** | Not enough data | Not enough data | 8.2 (59 reviews) | | **Integrations** | Not enough data | Not enough data | 8.6 (59 reviews) | #### Agentic AI - Customer Self-Service | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **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 | ### Conversational Interface Agents | Product | Score | Reviews | |---|---|---| | **Google Cloud Dialogflow** | N/A | N/A | | **Rasa** | N/A | N/A | | **Drift** | N/A | N/A | #### Natural Language Interaction - Conversational Interface Agents | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **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 | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **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 | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **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 | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **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 | |---|---|---| | **Google Cloud Dialogflow** | N/A | N/A | | **Rasa** | N/A | N/A | | **Drift** | N/A | N/A | #### Agentic AI - AI Agents | Feature | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **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 Google Cloud Dialogflow (2):** [AI Chatbots Software](https://www.g2.com/categories/ai-chatbots), [Enterprise Search Software](https://www.g2.com/categories/enterprise-search-software) **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 Drift (8):** [Business Scheduling Software](https://www.g2.com/categories/business-scheduling), [Conversational Support Software](https://www.g2.com/categories/conversational-support), [AI Sales Assistant Software](https://www.g2.com/categories/ai-sales-assistant), [Conversational Marketing Software](https://www.g2.com/categories/conversational-marketing), [Chatbots Software](https://www.g2.com/categories/chatbots), [Live Chat Software](https://www.g2.com/categories/live-chat), [Customer Self-Service Software](https://www.g2.com/categories/customer-self-service), [Customer Service Automation Software](https://www.g2.com/categories/customer-service-automation) --- ## Reviewer Demographics ### By Company Size | Segment | Google Cloud Dialogflow | Rasa | Drift | |---|---|---|---| | **Small-Business** | 43.4% | 72.7% | 25.5% | | **Mid-Market** | 20.9% | 9.1% | 51.7% | | **Enterprise** | 35.7% | 18.2% | 22.9% | ### By Industry #### Google Cloud Dialogflow - **Information Technology and Services:** 24.8% - **Computer Software:** 17.8% - **Consulting:** 4.7% - **Telecommunications:** 4.7% - **Education Management:** 3.9% - **Hospital & Health Care:** 3.9% - **Consumer Services:** 3.1% - **Financial Services:** 3.1% - **Information Services:** 3.1% - **Higher Education:** 2.3% - **Other:** 28.7% #### 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% #### Drift - **Computer Software:** 32.8% - **Information Technology and Services:** 20.6% - **Marketing and Advertising:** 7.2% - **Financial Services:** 3.2% - **Computer & Network Security:** 3.0% - **Human Resources:** 2.5% - **Internet:** 2.2% - **Hospital & Health Care:** 1.6% - **Education Management:** 1.4% - **E-Learning:** 1.4% - **Other:** 24.2% --- ## Alternatives ### Alternatives to Google Cloud Dialogflow - [Kore.AI](https://www.g2.com/products/kore-ai/reviews) — 4.6/5 stars (474 reviews) - [Amazon Lex](https://www.g2.com/products/amazon-lex/reviews) — 4.2/5 stars (38 reviews) - [ChatGPT](https://www.g2.com/products/chatgpt/reviews) — 4.6/5 stars (2609 reviews) - [Azure Bot Service](https://www.g2.com/products/azure-bot-service/reviews) — 4.0/5 stars (16 reviews) - [Botpress](https://www.g2.com/products/botpress/reviews) — 4.5/5 stars (495 reviews) - [Qualified](https://www.g2.com/products/qualified/reviews) — 4.9/5 stars (1484 reviews) - [yellow.ai](https://www.g2.com/products/yellow-ai/reviews) — 4.4/5 stars (106 reviews) - [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) — 4.6/5 stars (764 reviews) - [IBM watsonx Orchestrate](https://www.g2.com/products/ibm-watsonx-orchestrate/reviews) — 4.4/5 stars (392 reviews) - [ClickUp](https://www.g2.com/products/clickup/reviews) — 4.6/5 stars (12595 reviews) ### Alternatives to Rasa - [Botpress](https://www.g2.com/products/botpress/reviews) — 4.5/5 stars (495 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 (3859 reviews) - [Qualified](https://www.g2.com/products/qualified/reviews) — 4.9/5 stars (1484 reviews) - [Tidio](https://www.g2.com/products/tidio/reviews) — 4.6/5 stars (1906 reviews) - [Freshdesk](https://www.g2.com/products/freshdesk/reviews) — 4.4/5 stars (3750 reviews) - [FreshChat](https://www.g2.com/products/freshworks-freshchat/reviews) — 4.4/5 stars (499 reviews) - [Birdeye](https://www.g2.com/products/birdeye/reviews) — 4.7/5 stars (4084 reviews) - [GTM Studio - Powered by ZoomInfo](https://www.g2.com/products/gtm-studio-powered-by-zoominfo/reviews) — 4.5/5 stars (3512 reviews) - [Podium](https://www.g2.com/products/podium/reviews) — 4.5/5 stars (2108 reviews) ### Alternatives to Drift - [Fin](https://www.g2.com/products/fin/reviews) — 4.5/5 stars (3859 reviews) - [Tidio](https://www.g2.com/products/tidio/reviews) — 4.6/5 stars (1906 reviews) - [Qualified](https://www.g2.com/products/qualified/reviews) — 4.9/5 stars (1484 reviews) - [LiveChat](https://www.g2.com/products/livechat/reviews) — 4.5/5 stars (808 reviews) - [Zendesk for Customer Service](https://www.g2.com/products/zendesk-for-customer-service/reviews) — 4.3/5 stars (6949 reviews) - [FreshChat](https://www.g2.com/products/freshworks-freshchat/reviews) — 4.4/5 stars (499 reviews) - [Birdeye](https://www.g2.com/products/birdeye/reviews) — 4.7/5 stars (4084 reviews) - [Chili Piper](https://www.g2.com/products/chili-piper/reviews) — 4.6/5 stars (736 reviews) - [Ada](https://www.g2.com/products/ada-support-inc-ada/reviews) — 4.6/5 stars (173 reviews) - [Podium](https://www.g2.com/products/podium/reviews) — 4.5/5 stars (2108 reviews) --- ## Top Discussions ### Google Cloud Dialogflow - Title: [What is Google Cloud Dialogflow used for?](https://www.g2.com/discussions/what-is-google-cloud-dialogflow-used-for) — 2 comments > **Top comment:** "It is used to create Chatbots." - Title: [Is Dialogflow safe?](https://www.g2.com/discussions/is-dialogflow-safe) — 1 comment > **Top comment:** "Yes very safe and trusted, you can securely work your data and flow are saved and adequate permissions and access are available too" - Title: [Is Google Dialogflow free?](https://www.g2.com/discussions/is-google-dialogflow-free) — 1 comment > **Top comment:** "yes some what" ### Rasa No discussions available for this product. ### Drift - Title: [How do I scale conversational marketing?](https://www.g2.com/discussions/conversational-marketing-0d87ad75-128e-4457-81cb-8e3880e51fd6) — 2 comments, 1 upvote *(includes official response)* > **Top comment:** "Chatbots allow you to offer fast responses to visitors 24/7, even while your team is sleeping. Since they can ask the same qualifying questions your sales..." - Title: [What types of people are having conversations with businesses?](https://www.g2.com/discussions/conversational-marketing-b012374a-2421-4559-8c88-414fa31149e6) — 2 comments, 1 upvote *(includes official response)* > **Top comment:** "When we analyzed the data from the 50,000+ businesses using Drift for conversational marketing, we found that people in key decision-making roles are often..." - Title: [How do I measure the effectiveness of conversational marketing?](https://www.g2.com/discussions/conversational-marketing-c5c64a26-1769-402e-b51b-280528b3dc04) — 2 comments, 1 upvote *(includes official response)* > **Top comment:** "You can measure your conversational marketing efforts just like you would measure any other marketing channel. Platforms like Drift give you dashboards that..." - Title: [Do I have to completely remove all of my lead capture forms?](https://www.g2.com/discussions/conversational-marketing-2fd3e4b9-40e7-4a08-a3dc-6c3225e804e3) — 2 comments, 1 upvote *(includes official response)* > **Top comment:** "Getting started with conversational marketing isn’t an “all or nothing” decision. Rather than ripping all the forms off their site, many companies start by..." - Title: [What is a drift playbook?](https://www.g2.com/discussions/what-is-a-drift-playbook) — 1 comment, 1 upvote > **Top comment:** "Hi there! Playbooks are central to Drift and what we do! They are automated message workflows and campaigns that proactively reach out to site visitors and..." --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/google-cloud-dialogflow-vs-rasa-vs-drift)