Voiceflow vs SmartBear

Side-by-side comparison of AI visibility scores, market position, and capabilities

SmartBear leads in AI visibility (86 vs 60)
Voiceflow logo

Voiceflow

ChallengerDeveloper Tools

Conversational AI Builder

Collaborative AI agent building platform for designing and deploying conversational AI agents; 130K+ developers, 450 enterprises; founded 2019 in Toronto; raised ~$39.8M;

AI VisibilityBeta
Overall Score
B60
Category Rank
#1 of 1
AI Consensus
55%
Trend
up
Per Platform
ChatGPT
62
Perplexity
52
Gemini
71

About

Voiceflow was founded in 2019 in Toronto with the mission of making it easy for teams to design, prototype, and deploy conversational AI agents without requiring deep engineering resources. The company built a collaborative, canvas-based platform for building AI agents — originally focused on voice interfaces for Alexa and Google Assistant, then expanding to support multi-channel chatbots, customer support agents, and agentic workflows as the conversational AI landscape matured.\n\nVoiceflow's platform provides a visual agent builder, a component library for common conversation patterns, built-in knowledge base management, and integrations with LLMs, CRMs, helpdesk tools, and APIs. Teams use it to build everything from simple FAQ bots to complex multi-step agents that handle authentication, data lookup, and transactional workflows. Its collaboration features allow designers, product managers, and engineers to work together in a shared environment, reducing the handoff friction that slows most agent development projects.\n\nVoiceflow has grown to 130,000+ developers and 450 enterprise customers, making it one of the most widely adopted agent-building platforms in the market. The company raised approximately $39.8M in total funding and has positioned itself as the "Figma for AI agents" — a design and development environment where cross-functional teams can build production-grade conversational experiences. As enterprises accelerate investment in customer-facing AI agents, Voiceflow's collaborative infrastructure plays an increasingly central role in how those agents are built and iterated.

Full profile
SmartBear logo

SmartBear

LeaderSoftware Testing

API Testing & Quality Tools Suite

SmartBear is a software quality company offering a suite of API testing, visual testing, performance testing, and test management tools used by enterprise development teams.

AI VisibilityBeta
Overall Score
A86
Category Rank
#1 of 1
AI Consensus
57%
Trend
up
Per Platform
ChatGPT
89
Perplexity
95
Gemini
93

About

SmartBear is a software quality tooling company headquartered in Somerville, Massachusetts that provides a broad portfolio of products spanning API design and testing, visual testing, performance testing, and test management — serving development and QA teams across the full software quality lifecycle with purpose-built tools for each testing discipline rather than a single consolidated platform. SmartBear's most widely known product, ReadyAPI (formerly SoapUI), is an industry-standard API testing tool used by QA engineers and developers to validate REST, SOAP, and GraphQL API behavior through functional test automation, security scanning, and load testing. SwaggerHub, SmartBear's API design and documentation platform, is another flagship product with broad enterprise adoption in the API governance and design-first development workflow market.

Full profile

AI Visibility Head-to-Head

60
Overall Score
86
#1
Category Rank
#1
55
AI Consensus
57
up
Trend
up
62
ChatGPT
89
52
Perplexity
95
71
Gemini
93
59
Claude
92
54
Grok
77

Key Details

Category
Conversational AI Builder
API Testing & Quality Tools Suite
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Voiceflow
Conversational AI Builder
Only SmartBear
API Testing & Quality Tools Suite

Integrations

Only Voiceflow
Only SmartBear

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