Cinder vs Luminai

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

Luminai leads in AI visibility (56 vs 40)
Cinder logo

Cinder

EmergingInfrastructure

IT Operations

SF trust and safety platform for AI labs and social platforms with content moderation, AI safety, and data labeling; YC W22 $14M AWS GenAI Accelerator/Accel-backed by ex-Facebook security and counterterrorism founders.

AI VisibilityBeta
Overall Score
C40
Category Rank
#205 of 305
AI Consensus
72%
Trend
stable
Per Platform
ChatGPT
35
Perplexity
44
Gemini
36

About

Cinder is a San Francisco-based trust and safety platform — backed by Y Combinator (W22) with $14 million raised from AWS Generative AI Accelerator, Accel, Pioneer Fund, Webb Investment Network, and YC — providing AI labs, e-commerce platforms, and social media companies with infrastructure to orchestrate and automate content moderation, AI safety red-teaming, policy enforcement, and data compliance workflows, while uniquely combining content moderation operations with AI training data labeling to create high-quality, policy-informed datasets. Founded in 2021 by Glen Wise (former Facebook security engineer) and Phil Brennan (former US government counterterrorism specialist), Cinder launched from stealth in December 2022 after two years of building with early enterprise customers.

Full profile
Luminai logo

Luminai

ChallengerInfrastructure

IT Operations

US YC W20 enterprise workflow automation for insurance/financial services/govt at 16% handle time reduction and 60% faster onboarding; $58.

AI VisibilityBeta
Overall Score
C56
Category Rank
#97 of 305
AI Consensus
80%
Trend
stable
Per Platform
ChatGPT
60
Perplexity
61
Gemini
54

About

Luminai (formerly DigitalBrain) is a United States-based enterprise workflow automation platform — backed by Y Combinator (W20) with $58.1 million in total funding including a $33 million Series B in March 2025, a $20.7 million Series A in March 2022, and a $3.4 million seed from investors including Peak XV Partners, General Catalyst, Underscore VC, Craft Ventures, and Avra — providing mission-critical industries (insurance, financial services, healthcare, and government) with AI-powered workflow automation that handles complex, multi-step operational tasks end-to-end, reducing average handle time by 16%, cutting customer service agent onboarding time by 60%, and saving 25+ hours per month per agent. Founded in 2018, Luminai's AI automation platform deploys in enterprise environments where regulatory requirements and operational complexity make fully automated AI agents impractical without human oversight integration.

Full profile

AI Visibility Head-to-Head

40
Overall Score
56
#205
Category Rank
#97
72
AI Consensus
80
stable
Trend
stable
35
ChatGPT
60
44
Perplexity
61
36
Gemini
54
45
Claude
61
39
Grok
56

Key Details

Category
IT Operations
IT Operations
Tier
Emerging
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Shared
IT Operations

Integrations

Only Luminai

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