Userback vs 100ms

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

Userback leads in AI visibility (41 vs 39)

Userback

EmergingDeveloper Tools

Visual Feedback

Userback is a visual feedback tool letting users annotate screenshots and record sessions to report bugs and suggestions directly from a web app, auto-capturing browser and OS metadata.

AI VisibilityBeta
Overall Score
C41
Category Rank
#1 of 1
AI Consensus
68%
Trend
up
Per Platform
ChatGPT
48
Perplexity
41
Gemini
48

About

Userback is a visual feedback and bug reporting platform that allows end users to annotate screenshots, record short screen sessions, and submit structured feedback directly from within a web application. When a user encounters a problem or wants to suggest an improvement, they click the Userback widget, draw annotations on a screenshot of exactly what they are seeing, optionally record a brief screen capture with narration, and submit the feedback — all without leaving the product. The submission automatically captures technical metadata including browser version, operating system, screen resolution, console errors, and the current page URL, giving developers the context they need to reproduce and fix issues efficiently.

Full profile

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

41
Overall Score
39
#1
Category Rank
#1
68
AI Consensus
53
up
Trend
up
48
ChatGPT
50
41
Perplexity
49
48
Gemini
40
40
Claude
32
36
Grok
37

Capabilities & Ecosystem

Capabilities

Only Userback
Visual Feedback
Only 100ms
Live Video Infrastructure

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