What does ConnGuard detect?

ConnGuard flags automation tools, residential and rotating proxies, VPN usage, device spoofing, and anomalous behavior that indicates fraud.

How fast is the traffic verdict?

Signals are collected asynchronously, grouped by risk, and scored in parallel so you get a verdict in milliseconds without slowing user flows.

How is user data handled?

The live demo deletes the displayed data immediately after processing. Production deployments follow least-retention practices aligned to integration settings.

Live stat: 267,403,635 bots blocked

Instant traffic quality assessment for bots, proxies, and VPNs

ConnGuard inspects client connections in real time to uncover automation tools, proxy usage, VPNs, and abnormal behavior so your team can stop fraud before conversion or payout.

See how it works Talk to an expert

Live demo

Limited analysis

ver: PROD-LIMITED-1.2

Your IP

Device

VERDICT: ANOMALY

Risk score70 Primary reasonANOMALY Detected The data displayed here is deleted immediately after processing on this page.

How the protection pipeline works

A concise look at how ConnGuard collects signals, scores risk, and returns decisions without slowing users.

Incoming connection

collect

The asynchronous agent intelligently analyzes incoming connections and processes them in parallel in real time. It provides high performance, instant response, scalability under load, and system stability without blocking or delays.

Group & route

split

Each connection is classified and assigned a group label with tailored analysis rules. This shortens response time and avoids interrupting normal user flows in your apps.

risk A risk B risk C

Analyze signals

score

We run parallel checks for known patterns and behavioral signs collected from real fraud cases with our machine learning stack. Outputs become a 0–33 signal score for each risk group.

Model inference

Scores feed an inference layer trained on more than 16 million fraud cases. It adds context from its knowledge base to refine likelihoods and edge-case decisions.

Verdict

action

Signal scores roll into a 0–100 risk score (higher is riskier). The platform returns a clear decision and reason: allow, step-up, rate-limit, or block based on your integration rules.

allow • step-up • rate-limit • block

Which industries need it?

Gambling / Betting

iGaming loses money faster than anyone else

Proxies are used for bonus abuse, multi-accounting, and bypassing geo-blocks. A single player can create dozens of accounts using anti-detection browsers and proxies.

ConnGuard helps casinos identify and block violators at the homepage and signup stages before payouts or bonuses are abused.

Ads / Affiliate / Networks

“Advertising is money down the drain.”

If you do not analyze traffic quality, invalid traffic (IVT) will drain the budget. Bot farms and arbitrageurs lean on proxies, VPNs, and click automation to fake engagement and payouts.

ConnGuard adds an enforcement layer for campaigns, protecting ROAS while keeping real users unaffected.

Campaign: NATIVE

Geo: ALL

Spending ↑

Clicks

CTR 7.9%

Quality LOW

Fintech / Financial Services

New face, same old crook

Platforms face fraudulent registrations designed to launder money, abuse bonuses, or social engineer users. Fraudsters lean on proxies and VPNs to bypass geo-blocking and KYC velocity checks.

ConnGuard blocks suspicious network fingerprints at onboarding or payment, keeping honest users moving while stopping synthetic IDs and repeat offenders.

Hi! I'm John, 22 years old from Oslo. Hi! I'm Sophia, 37 years old from Toronto. Hi! I'm Dave, 54 years old from Austin. Hi! I'm John, 19 years old from Warsaw.

Frequently asked questions

How does the live verdict work?

The demo captures network and device signals for your session, assigns them to a risk group, and returns a limited verdict so you can see how production decisions are made.

What integrations are available?

ConnGuard can sit at the edge (CDN, WAF) or inside your app via API to score requests before checkout, registration, or ads attribution events.

How is user data treated?

The demo deletes the values you see immediately after rendering them. In production, data is retained only as long as your policy requires for fraud investigations.

Can I export or audit the signals?

Yes. You can export raw signals and verdicts to your SIEM or data warehouse to run custom models or validate ConnGuard's scoring.

Don't see your industry in the list? Fraud already does.
Protect now.