Content Trust
Trust scoring for content with real consequences
Content Trust helps platforms assess risk in user-generated content and return explainable outcomes — supporting moderation decisions without turning policy enforcement into a black box.
Designed for accountable moderation
Content Trust focuses on deception, spam, and abuse patterns — returning risk scores and reason codes that teams can route into allow, review, or block workflows with confidence.
What you can do with Content Trust
- Score content risk before publishing or distribution.
- Flag deceptive, spammy, or coordinated content patterns.
- Return clear reason codes to justify moderation actions.
- Escalate uncertain cases to review while tuning thresholds.
- Maintain an audit-friendly trail of content decisions.
How it works
- Input: content payload (text, metadata, optional context).
- Signals: semantic patterns, repetition, coordination, and behavioural context.
- Output: risk score, risk level, reason codes, and recommended action.
- Designed for: human-in-the-loop moderation and defensible enforcement.
Trust API endpoints
“At GoHire we process thousands of job postings every month, and fraudulent ads were becoming a real risk to both our clients and candidates. Since integrating Ruvia’s Trust API, we automatically block 98% of scam job postings before they go live. It’s seamless, highly accurate, and gives us a huge competitive edge in building trust with our customers.”
Chris Smith
Co-Founder at GoHire
Frequently asked questions
Is Content Trust a content moderation engine?
No. Content Trust provides explainable risk scoring and reason codes. Final policy enforcement decisions always remain with the platform.
Can we use Content Trust for pre-publish checks?
Yes. Many teams use Content Trust before content goes live to reduce downstream moderation load and risk.
Does this replace human moderators?
No. Content Trust is designed to support human-in-the-loop moderation by automating first-pass decisions and escalating what matters.
Is there a sandbox key?
Yes — you can start with a sandbox key to test responses and reason codes before integrating into production workflows.