Demo Mode

Potential Duplicates

Profiles that may represent the same person, scored by transparent rules. You decide what’s a real duplicate.

Review decisions are for demonstration purposes. No external records are modified.

  • Daniel Foster ↔ Dan Foster

    medium· 70

    Matching email address and phone number, with a similar first name.

    Matching email address +30Matching phone number +20Similar first name +10Identical last name +10
    PendingReview

  • Matthew Ruiz ↔ Matt Ruiz

    medium· 70

    Matching email address and phone number, with a similar first name.

    Matching email address +30Matching phone number +20Similar first name +10Identical last name +10
    PendingReview

  • Amanda Price ↔ Amanda Pryce

    medium· 70

    Matching email address and phone number, with the same first name.

    Matching email address +30Matching phone number +20Identical first name +15Similar last name +5
    PendingReview

  • Grace Kim ↔ Grace Kim

    medium· 70

    Matching phone number and birthdate, with the same first name.

    Matching phone number +20Matching birthdate +25Identical first name +15Identical last name +10
    PendingReview

  • Abigail Turner ↔ Abby Turner

    medium· 70

    Matching email address and phone number, with a similar first name.

    Matching email address +30Matching phone number +20Similar first name +10Identical last name +10
    PendingReview

  • Robert Hayes ↔ Bob Hayes

    medium· 65

    Matching phone number and birthdate, with a similar first name.

    Matching phone number +20Matching birthdate +25Similar first name +10Identical last name +10
    PendingReview

  • Thomas Bennett ↔ Tom Bennett

    medium· 65

    Matching phone number and birthdate, with a similar first name.

    Matching phone number +20Matching birthdate +25Similar first name +10Identical last name +10
    PendingReview

  • James Coleman ↔ Jim Coleman

    medium· 65

    Matching phone number and birthdate, with a similar first name.

    Matching phone number +20Matching birthdate +25Similar first name +10Identical last name +10
    PendingReview

  • Jennifer Park ↔ Jenny Park

    medium· 50

    Matching email address, with a similar first name.

    Matching email address +30Similar first name +10Identical last name +10
    PendingReview

  • Steven Wright ↔ Steve Wright

    medium· 50

    Matching email address, with a similar first name.

    Matching email address +30Similar first name +10Identical last name +10
    PendingReview

How scoring works

Rule-based points, capped at 100. No AI guesses.

  • Matching email+30
  • Matching birthdate+25
  • Matching phone+20
  • Identical first name+15
  • Similar / nickname+10
  • Identical last name+10

High ≥ 75 · Medium 50–74 · Low 20–49. A name match is always required.

False positives prevented

Pairs that share contact details but were automatically excluded.

  • Mark Johnson & Lisa Johnson

    Same household with different first names — shared contact details are expected.

  • Ethan Wilson & Olivia Wilson

    Both profiles have different birthdates.

  • Paul Anderson & Ruth Anderson

    Same household with different first names — shared contact details are expected.

  • John Smith & John Smith

    Both profiles have different birthdates.