Dregs — Cybersecurity

What is Dregs?

Dregs is a fraud detection and abuse prevention platform designed specifically for SaaS companies. It automatically flags suspicious devices and malicious users—scammers, spammers, freeloaders, and bots—so you can stop them from abusing your free trials, misusing your app, and polluting your analytics. By installing a lightweight tracking script (dregs.js) and sending your event data, Dregs fingerprints devices, analyzes usage patterns, and continuously scores each user across four dimensions: Humanity, Authenticity, Uniqueness, and Behavior.

What problem does it solve?

Without Dregs, SaaS teams struggle to identify fake signups, duplicate accounts, bot traffic, and abusive behavior. This wastes resources on low-quality leads, skews analytics, and allows fraudsters to exploit free tiers. Dregs automatically detects these threats, providing real-time scores that help you sort genuine users from troublemakers, and can even automate prevention via notifications, escalations, and full autonomy.

Who is it for?

Dregs is ideal for early-stage to mid-sized SaaS companies that are serious about fraud prevention and want to protect their revenue and data quality. It's perfect for teams that offer free trials, freemium models, or have high-volume signups. It is not designed for non-technical small businesses without a development team, as it requires integrating a JavaScript script and sending event data.

Real use cases

Use Dregs to block bots from creating fake accounts during a promotional campaign, identify users who create multiple free trial accounts using different emails but the same device, or flag suspicious behavior like rapid-fire logins that indicate credential stuffing. It also helps you focus your onboarding and outreach on high-intent users with high authenticity scores, improving conversion and reducing churn.

• Device Fingerprinting — Identify end-user devices across sessions, incognito modes, and VPNs to catch repeat abusers.
• Identity Scoring — Automatically rate each user on humanity, authenticity, uniqueness, and behavior.
• Behavioral Analysis — AI-assisted analyzers detect bots, fake signups, credential stuffing, and account sharing.
• Escalations & Badges — Configure custom rules to trigger alerts or badges based on score thresholds or patterns.
• Webhooks & Integrations — Receive real-time notifications with secure HMAC-signed payloads.
• Identity Relationships — Automatically detect linked identities through shared devices, IPs, sessions, and behavior.

Dregs pricing: from $17/mo.

For comparison: the median starting price in Cybersecurity is $9.99/month, measured across 116 tools we track. See the full SaaS Pricing Index →

Starter Plan

$17/month — includes 100 active identities ($0.06 per additional), 2 team members, 1M events/month, 3 badge rules, 3 escalation rules, 1 channel, 90-day event history.

Growth Plan

$177/month — includes 5,000 active identities ($0.05 per additional), 5 team members, 5M events/month, 5 badge rules, 5 escalation rules, 3 channels, 180-day event history.

Advanced Plan

$377/month — includes 10,000 active identities ($0.04 per additional), 10 team members, 10M events/month, 10 badge rules, 10 escalation rules, 5 channels, 365-day event history, plus custom analyzers and custom datasets.

All plans come with a 14-day free trial. No credit card required.

Find the right tool for you with our AI advisor →