Lopus AI vs 100ms

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

100ms leads in AI visibility (39 vs 18)
Lopus AI logo

Lopus AI

EmergingMarketing

Marketing Attribution

Lopus AI is an AI-powered marketing attribution platform that helps performance marketers understand true incremental ROI across channels using modern measurement methodologies. HQ: San Francisco.

AI VisibilityBeta
Overall Score
D18
Category Rank
#2 of 2
AI Consensus
54%
Trend
up
Per Platform
ChatGPT
14
Perplexity
9
Gemini
15

About

Lopus AI is a marketing analytics and attribution platform that helps digital marketers understand the true incremental return on their advertising investments using advanced measurement methodologies including media mix modeling (MMM), incrementality testing, and multi-touch attribution. Post-iOS 14.5 privacy changes degraded traditional pixel-based attribution, forcing marketers to develop more sophisticated approaches to understanding which advertising actually drives incremental sales versus which clicks would have converted anyway.

Full profile
100ms logo

100ms

EmergingDeveloper Tools

Live Video Infrastructure

100ms is a live audio/video infrastructure platform with SDKs for React, iOS, Android, and Flutter, providing programmable rooms, recording, and live streaming for web and mobile apps.

AI VisibilityBeta
Overall Score
D39
Category Rank
#1 of 1
AI Consensus
53%
Trend
up
Per Platform
ChatGPT
50
Perplexity
49
Gemini
40

About

100ms is a live audio and video infrastructure platform that provides developers with SDKs and APIs for embedding real-time communication features — video rooms, audio spaces, live streams, and recording — into web and mobile applications. The platform is designed around a room-based model where developers programmatically create, configure, and manage video rooms through a REST API, with client SDKs for React, iOS, Android, Flutter, and React Native handling the media layer. This abstraction allows teams to build fully custom video experiences with their own UI without dealing with WebRTC internals, TURN server management, or media server infrastructure.

Full profile

AI Visibility Head-to-Head

18
Overall Score
39
#2
Category Rank
#1
54
AI Consensus
53
up
Trend
up
14
ChatGPT
50
9
Perplexity
49
15
Gemini
40
29
Claude
32
20
Grok
37

Capabilities & Ecosystem

Capabilities

Only Lopus AI
Marketing Attribution
Only 100ms
Live Video Infrastructure

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.