Voiceflow vs Mux

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

Mux leads in AI visibility (89 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
Mux logo

Mux

LeaderDeveloper Tools

General

Mux is the video API platform powering Vimeo, Robinhood, CBS, and TED with streaming infrastructure and analytics, generating $46M revenue in 2024 and valued at $1B+.

AI VisibilityBeta
Overall Score
A89
Category Rank
#18 of 1158
AI Consensus
73%
Trend
stable
Per Platform
ChatGPT
97
Perplexity
92
Gemini
86

About

Mux is a video infrastructure company that provides APIs for developers to build streaming video experiences without managing the complex encoding, delivery, and analytics infrastructure that professional video requires. Founded in 2015 by Jon Dahl, Steve Heffernan, Matthew McClure, and Adam Brown—the team behind video.js, the most popular open-source HTML5 video player—Mux brought deep video expertise to the API-first approach that companies like Twilio and Stripe had proven for communications and payments.

Full profile

AI Visibility Head-to-Head

60
Overall Score
89
#1
Category Rank
#18
55
AI Consensus
73
up
Trend
stable
62
ChatGPT
97
52
Perplexity
92
71
Gemini
86
59
Claude
96
54
Grok
95

Key Details

Category
Conversational AI Builder
General
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Voiceflow
Conversational AI Builder

Integrations

Only Voiceflow
Only Mux

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