ReturnGo vs 100ms

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

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

ReturnGo

EmergingE-commerce Operations & Retail Tech

Returns Management

AI returns and exchange platform; raised $8M+; uses ML to personalize return policy decisions per customer based on order history and risk patterns to maximize exchange conversions.

AI VisibilityBeta
Overall Score
C42
Category Rank
#3 of 3
AI Consensus
61%
Trend
up
Per Platform
ChatGPT
39
Perplexity
35
Gemini
52

About

ReturnGo was founded to address the returns problem in e-commerce with an AI-first approach, building a returns management platform that uses machine learning to personalize return policy decisions and exchange recommendations for each customer. The company raised over $8M and built its platform around the insight that blanket return policies leave revenue on the table — a customer with a long order history and low return rate should be offered more generous options than a customer showing patterns associated with return fraud or abuse.\n\nThe platform supports the full returns workflow including self-service return portals, exchange recommendations, instant store credit, label generation, and automated disposition routing. ReturnGo's AI layer analyzes customer behavior, return history, and product attributes to dynamically adjust policy offerings at the individual transaction level, enabling merchants to maximize exchange conversion and store credit acceptance while managing return costs more precisely than static policy rules allow.\n\nReturnGo integrates with Shopify, WooCommerce, Magento, and other e-commerce platforms, serving merchants across the size spectrum from small DTC brands to mid-market retailers. The platform competes with Loop Returns and AfterShip Returns in the returns management category, differentiating through its AI-powered policy personalization capabilities and its focus on exchange revenue recovery as the primary value metric rather than just returns cost reduction.

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
#3
Category Rank
#1
61
AI Consensus
53
up
Trend
up
39
ChatGPT
50
35
Perplexity
49
52
Gemini
40
45
Claude
32
41
Grok
37

Capabilities & Ecosystem

Capabilities

Only ReturnGo
Returns Management
Only 100ms
Live Video Infrastructure

Track AI Visibility in Real Time

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