Submission Trust
Trust scoring for submissions at scale
Submission Trust evaluates inbound submissions (forms, listings, applications, messages) and returns explainable risk scores and reason codes — so you can reduce spam and abuse without over-blocking.
Built for high-volume inbound workflows
As automation and AI increase low-quality submissions, teams need consistent trust decisions. Submission Trust returns predictable schemas your systems can route into allow/review/block workflows.
What you can do with Submission Trust
- Score inbound submissions before they hit your queues.
- Flag suspicious patterns early (spam, automation, coordinated behaviour).
- Return reason codes to support consistent moderation decisions.
- Route outcomes into existing workflows: allow, review, or block.
- Maintain an audit-friendly trail of why action was taken.
How it works
- Input: submission payload + optional actor/context signals.
- Signals: content patterns, behavioural indicators, and contextual risk signals.
- Output: risk score, risk level, reason codes, and recommended action.
- Designed for: human-in-the-loop review and configurable thresholds.
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
What counts as a “submission”?
Any inbound content or action your platform must evaluate (e.g. forms, listings, applications, messages). Submission Trust is designed to be flexible and workflow-friendly.
Do you recommend blocking automatically?
Most teams start by routing higher-risk submissions to review while thresholds are tuned. Automation increases over time as confidence grows.
Can we tune thresholds and actions?
Yes. You can tune allow/review/block thresholds to match your risk tolerance, moderation capacity, and user experience requirements.
Is there a sandbox key?
Yes — you can start with a sandbox key to test responses and reason codes before integrating into production workflows.