Prompt

Can you recommend an AML screening tool for wallet screening during exchange onboarding?

Latest observation

Jul 22, 2026 · OpenAI APIWeb search: off

Yes—if you’re screening crypto wallets during exchange onboarding, the main AML categories to look for are:

  1. Wallet risk / sanctions / illicit exposure screening
  2. Transaction monitoring
  3. Entity attribution / clustering
  4. Case management + audit trail
  5. API integration and real-time scoring

Strong options to consider

1) Chainalysis KYT + Chainalysis Reactor

Best for: Mature exchanges that want broad market adoption and strong investigations tooling.
Why: Very widely used, strong blockchain analytics, good risk scoring, sanctions/exposure detection, and useful for onboarding + ongoing monitoring.
Good fit if: You need an enterprise-grade tool with lots of compliance support and investigation depth.

2) TRM Labs

Best for: Real-time wallet screening and risk monitoring with strong coverage across chains.
Why: Good AML screening, sanctions exposure, fraud/illicit activity detection, and API-first workflows.
Good fit if: You want a modern, developer-friendly compliance stack and real-time decisioning.

3) Elliptic

Best for: Wallet screening plus transaction monitoring with a strong compliance focus.
Why: Good risk categorization, sanctions screening, and analytics; often strong for compliance teams who want clear alerting and reporting.
Good fit if: You want a balance of investigations + monitoring + compliance reporting.

4) Merkle Science

Best for: Exchanges looking for AML monitoring with good workflow/case management and often more flexible pricing.
Why: Covers wallet screening and monitoring; worth evaluating especially if budget or customization matters.
Good fit if: You’re smaller or mid-market and want a practical compliance stack.

My practical recommendation

If you’re onboarding users to an exchange and need wallet screening before account activation, I’d shortlist:

  • Chainalysis if you want the most established option
  • TRM Labs if you want strong real-time API-based screening
  • Elliptic if you want a compliance-heavy, well-rounded alternative

What to ask vendors before choosing

Ask for:

  • Real-time wallet risk scoring API
  • Sanctions screening coverage
  • Ability to identify illicit exposure, mixers, darknet, scams, stolen funds
  • Address clustering / entity attribution
  • Travel Rule support if relevant
  • Case management and audit logs
  • Coverage for the chains you support (BTC, ETH, Tron, Solana, etc.)
  • False positive rates and tuning options
  • Latency and uptime SLAs
  • Regulatory reporting support

Important note

For exchange onboarding, wallet screening alone is usually not enough. Most programs combine:

  • KYC/KYB
  • sanctions/PEP screening
  • wallet risk screening
  • ongoing transaction monitoring
  • source-of-funds/source-of-wealth checks for higher-risk cases

If you want, I can also give you:

  • a vendor comparison table
  • a recommended stack by exchange size
  • or a sample AML screening workflow for onboarding.

Observation history

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