Shaped vs 100ms

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

AI visibility is closely matched (42 vs 39)
Shaped logo

Shaped

EmergingMarketing

Marketing Automation

Managed recommendation API with deep-learning personalized feeds; $8M Series A from Madrona, serving Outdoorsy and QVC with Meta-caliber personalization for companies without ML engineering teams.

AI VisibilityBeta
Overall Score
C42
Category Rank
#31 of 35
AI Consensus
69%
Trend
up
Per Platform
ChatGPT
44
Perplexity
38
Gemini
47

About

Shaped is a San Francisco-based machine learning infrastructure company that provides production-ready recommendation systems and personalized feed APIs that businesses integrate to deliver relevant content, products, and notifications to users — eliminating the need to build and maintain complex recommendation engineering in-house. Founded by former Meta recommendation systems engineer Tullie Murrell, Shaped raised $8 million in Series A funding in July 2024 from Madrona Venture Group and Global Founders Capital, serving customers including Outdoorsy (peer-to-peer RV rental), Brazilian grocery app Trela, and QVC.

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

42
Overall Score
39
#31
Category Rank
#1
69
AI Consensus
53
up
Trend
up
44
ChatGPT
50
38
Perplexity
49
47
Gemini
40
45
Claude
32
52
Grok
37

Capabilities & Ecosystem

Capabilities

Only Shaped
Marketing Automation
Only 100ms
Live Video Infrastructure

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