Upwork scales to global platform coverage with SafetyKit.
See how Upwork reviews 100% of job posts before they go live, improving quality while reducing cost and manual review load.
Protect your platform from scams and abuse.
Secure your platform to increase quality, minimize costs, and eliminate risk
Get a demo
Deployed at Scale by
PLATFORM
The detection and decisioning engine to stop scams and abuse at-scale.
GLOBAL INGESTION
Text
Images
Video
Audio
User Events
Transactions
URLs
We ingest 100% of your platform content and data sources for analysis. We ingest your business policies and SOPs to tailor enforcement.
ANALYSIS ENGINE
SafetyKit analyzes the entire entity and all associated data – not just a single element – to detect scams and abuse. Our built-in network detection also flags fraud rings, reused data elements, and repeated violations across our platform.
ENFORCEMENT & INSIGHTS
SCAM DETECTED
Violation Type
Get-rich-quick
Recommended Action
Block All Ring Accounts
Confidence
High
Ruleset
US Onboarding
17 Connected Accounts
First seen 4 days ago
SafetyKit surfaces the scams and abuse on your platform, providing your team with key insights and recommendations on how to take action.
COMPLETE COVERAGE
Comprehensive end-to-end protection.
Protect every surface of your business – all in one place
Onboarding
Review and block risky users and businesses from signing up for your platform.
SafetyKit helps your platform review new and onboarding accounts to flag restricted users, abusive actors, and risky businesses before they are activated.
Relevant Risk Vectors
AMLSanctions & EmbargoesHarassment & ViolenceChild Safety (CSAM)Seller Credit RiskSynthetic Identity
CASE STUDIES
See how SafetyKit performs on real platforms.
Watch how leading platforms deploy SafetyKit to improve enforcement accuracy, reduce manual review, and keep users safer at scale.
Eventbrite cut false positives in half with SafetyKit.
See how Eventbrite supports new products, expands regions, and improves precision across enforcement decisions with SafetyKit.