ShieldLabs
Bonus Abuse Prevention

Stop bonus abuse draining promo budgets

Keep welcome bonuses, deposit matches, and referral payouts on real customers, and marketing spend on real growth

Bonus Abuse Prevention illustration

Stop account farms

Surface coordinated rings running multiple identities to drain promotional budgets at scale

Block repeat bonus claims

Spot the same person across emails, wallets, and devices claiming the same offer twice

Protect promo budget

Keep welcome bonuses, signup credits, and deposit matches going to real customers

Keep real users friction-free

Legitimate users claim bonuses and complete signup without extra verification or holds

How ShieldLabs prevents bonus abuse

ShieldLabs combines 100+ device, OS, browser, IP and network layer signals, surfacing anonymity signals and abuse patterns so your team can stop fraudulent bonus claims in real time

Accurate Identification

Identify returning visitors and users across sessions, cleared cookies, incognito mode, and rotated IP

Accurate Identification

Anonymous Traffic Detection

VPN, proxy, Tor, anti-detect browser, IP reputation and other anonymity signals

Anonymous Traffic Detection

Ready Risk Score

A ready-to-use risk model that scores every session 0–100 with signal breakdown

Ready Risk Score

Detect abuse with in-depth pattern analytics

Pre-built patterns indicating multi-accounting, account farms, and other abuse patterns

Detect abuse with in-depth pattern analytics

Real-Time Analytics

Aggregate traffic risk score, per-session signal breakdown, and active abuse patterns

Real-Time Analytics

Start preventing bonus abuse in 5 minutes

Easily integrate into any signup, deposit, or bonus redemption flow

  1. 1

    Sign up

    Sign up and get 5,000 free identifications

  2. 2

    Install snippet

    Install one JavaScript snippet on your signup or checkout page

  3. 3

    View analytics

    View detailed analytics on anonymity signals, risk scores, and potential abuse in your traffic

  4. 4

    Use API & Webhooks

    Use the API and Webhooks to prevent abuse

api.shieldlabs.ai/v1/visits/latest
{
  "request_id": "0c284695-cf0b-4755-8beb-0a2e9536595e",
  "visitor_id": "aa8c616a-8a25-4a5e-bee2-a9a08e5128a4",
  "device_id": "6a45967d-1371-9652-ba99-b01ea3992208",
  "user_hid": "u_9f2a41c7",
  "ip": "62.197.149.124",
  "country": "Lithuania",
  "connection_type": "vpn",
  "os": "Windows",
  "browser": "Chrome",
  "device_type": "desktop",
  "risk_score": 85,
  "signals": [
    { "name": "antidetect_browser", "weight": 60 },
    { "name": "vpn", "weight": 15 },
    { "name": "timezone_mismatch", "weight": 10 }
  ]
}

Start preventing bonus abuse today

Free 5,000 one-time identifications, with transparent pricing that scales with your needs

Frequently asked questions