Ciroos AI vs Mux

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

Mux leads in AI visibility (89 vs 38)
Ciroos AI logo

Ciroos AI

EmergingDeveloper Tools

Multi-Domain AI SRE Agent

Raised $21M seed (Jun 2025) led by Energy Impact Partners. Founded by Cisco, AWS, and Gigamon veterans holding 84 patents. Multi-domain AI SRE spanning cloud, network, and application layers.

AI VisibilityBeta
Overall Score
D38
Category Rank
#1 of 1
AI Consensus
62%
Trend
up
Per Platform
ChatGPT
47
Perplexity
43
Gemini
35

About

Ciroos AI is an agentic SRE platform that spans cloud, network, and application domains simultaneously — claiming to be the industry's first multi-domain AI SRE teammate rather than an application-tier-only incident responder. The company raised $21 million in seed financing in June 2025 led by Energy Impact Partners. The founding team brings 84 patents across AI, observability, and networking from careers at Cisco, AWS, and Gigamon.

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

38
Overall Score
89
#1
Category Rank
#18
62
AI Consensus
73
up
Trend
stable
47
ChatGPT
97
43
Perplexity
92
35
Gemini
86
31
Claude
96
39
Grok
95

Key Details

Category
Multi-Domain AI SRE Agent
General
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Ciroos AI
Multi-Domain AI SRE Agent

Integrations

Only Mux

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