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What is match confidence?

A mathematical similarity score indicating the degree of alignment between a queried name and a restricted party entry.

Last Reviewed: 2026-05-27Plain-English reference · not legal advice

Plain-English Summary

Match confidence is a score or percentage generated by a watchlist screening engine. It represents how closely a screened name (such as a visitor, buyer, student, or transaction party) matches a name listed on a government sanctions or restricted watch list based on phonetic, fuzzy matching, and soundex algorithms.

Why This Matters

Fuzzy matching is necessary because names on official lists can be spelled differently, translated across languages, or have variations. Match confidence allows compliance teams to filter out low-scoring irrelevant results while prioritizing high-scoring potential hits that require human review, preventing evasion.

Explanation Depth

Concept Explanation

Fuzzy matching helps find restricted names even if they are spelled slightly differently or contain typos. Match confidence is a score showing how closely the visitor's name matches a watchlist entry. It helps managers spot the most likely matches that need a double-check.

When You'll See This in SecurePoint

In SecurePoint USA, match confidence is shown in the Adjudication Queue. It serves as a review signal to help compliance teams prioritize high-risk matches for manual adjudication, rather than serving as an automated clearance decision.

What You Should Do Next

Evaluate matches with high confidence scores. Compare secondary biographical details (like date of birth, nationality, or middle names) in the adjudication queue. Do not treat the score as an automatic block or approval; it is a review signal to direct analyst attention to potential identity matches.

What Can Go Wrong

Relying on match confidence as an automatic decision-maker can lead to false negatives (missing a true match because of a low score due to name variations) or excessive false positives (blocking innocent parties due to overly broad fuzzy match thresholds).

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