OSINT for Fraud Prevention: Real-Time Risk Scoring
From new-account screening to transaction-time risk decisions, Skopio's per-query API surfaces the OSINT signals that decide whether a customer is real, recycled, or risky.
Overview
Fraud-prevention teams need OSINT signals at decision velocity. Is the email tied to a fresh burner address or to a 10-year-old LinkedIn? Is the phone in three known scam corpora? Is the IP a residential proxy fronting from a high-risk country? Skopio's enterprise API delivers these signals across 22+ sources with up to 100,000 queries per day per partner. Per-query pricing starts at $0.07 at scale — orders of magnitude below traditional fraud-data vendors.
Real-world scenarios
5 concrete situations and how Skopio solves each.
Account-opening screening
A new applicant submits email + phone. You need to know whether to greenlight, friction, or block.
Bulk lookup of email (breach exposure, account age signal, social linkage) + phone (carrier, country, scam reputation) + IP (geo, ASN, abuse score). Composite risk score returned via API.
Transaction risk
A customer attempts a high-value purchase. Behavioral signals are clean but you want OSINT confirmation that the contact details are stable.
Quick lookup confirms the email/phone match the applicant's claimed identity and aren't part of recent breach exposure or active scam reports.
Fraud ring detection
Multiple applications with subtly different details — same IP, similar phone-number patterns, related email roots. Manual review is too slow.
Bulk OSINT lookup of all submitted identifiers. Skopio's confidence scoring surfaces which applications cluster together by social-profile, breach-corpus or username overlap.
Chargeback investigation
Customer disputes a transaction. You need to verify whether the contact details on file resolve to a real person before escalating to the bank.
OSINT confirms or contradicts customer-claimed identity. Result becomes evidence for the chargeback response.
Sanctions / PEP check (lightweight)
Pre-onboarding sanity check before formal compliance review. Is this counterparty on any OFAC list?
Sanction screening across OFAC + EU + UK + UN consolidated lists by name, wallet address, or company identifier.
Time savings
Manual OSINT triage per application: 15-30 minutes by an analyst. Skopio API automates this into one query. At 1000 applications/day, that's hundreds of analyst-hours per week freed for high-risk cases that actually need human judgment.
Skopio outputs are decision-support signals, not regulated background-check data. Do not use as the sole basis for credit, employment, or insurance decisions covered by FCRA (US) or equivalent regulation. Combine with regulated check vendors for those use cases. We are GDPR-compliant for EU operations.
Frequently asked questions
Can Skopio integrate with our existing fraud-decision engine?+
Yes. Enterprise REST API with webhook callback for async batch operations and standard JSON response format. We can pre-discuss schema mapping for integration with Sift, Sardine, Resistant.AI, etc.
What's the false-positive rate?+
Depends on category and confidence threshold. For breach-corpus matches: near-zero false positive (the email is or isn't in the corpus). For social-profile cross-link with username collisions: 5-15% at confidence-only level, falling sharply when you require multi-signal confirmation. Tune the threshold to your risk appetite.
How current is the breach data?+
Updated within 72 hours of public disclosure. We follow HIBP-class refresh cadence.
Are queries logged in a way that creates compliance risk?+
Queries are hashed (SHA-256) before storage. We do not retain plaintext of phone numbers, emails, or any submitted value. The hash lets us enforce billing and rate limits without seeing your customer data.
How does pricing work at high volumes?+
Per-query rate drops with volume. Standard packs: $0.07-$0.35 per query. Enterprise contracts at 100K+/day support custom rates. Contact via /support.
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