What it entails

Synthetic Identity Checks compare provided names, addresses, emails, phone numbers, and social profiles, etc against authoritative records. They include first/last/full name discrepancies, address-line mismatches, email/phone/social profile inconsistencies, and birthday vs. age conflicts. Excessive device and IP connectivity metrics further flag unnatural identity linkages.

Why it works

Fraudsters craft synthetic profiles by merging fragments of real identities with fabricated data, resulting in mismatched attributes and abnormal network link patterns—hallmarks of identity fabrication.

Checks

The following are the distinct IDs and types of checks that are included in the Synthetic Identity Check Package.

SYNTHETIC_FIRST_NAME_MISMATCH

First-name match result.

Value	Name	Description
`CONFLICT`	First Name Match Someone Else	The first name matched a different person that is not this person.
`HOUSEHOLD`	First Name Matched Household	The first name matched a person in the same household.
`MATCHED`	First Name Matched	The first name matched the person found.
`UNKNOWN`	Unknown if the First Name Matches	The first name could not be attributed to the person.

SYNTHETIC_LAST_NAME_MISMATCH

Last-name match result.

Value	Name	Description
`CONFLICT`	Last Name Match Someone Else	The last name matched a different person that is not this person.
`HOUSEHOLD`	Last Name Matched Household	The last name matched a person in the same household.
`MATCHED`	Last Name Matched	The last name matched the person found.
`UNKNOWN`	Unknown if the Last Name Matches	The last name could not be attributed to the person.

SYNTHETIC_ADDR_LINE1_MISMATCH

Address Line 1 match result.

Value	Name	Description
`CONFLICT`	Address Line 1 Match Someone Else	The address line 1 matched a different person that is not this person.
`HOUSEHOLD`	Address Line 1 Matched Household	The address line 1 matched a person in the same household.
`MATCHED`	Address Line 1 Matched	The address line 1 matched the person found.
`UNKNOWN`	Unknown if the Address Line 1 Matches	The address line 1 could not be attributed to the person.

SYNTHETIC_ADDR_LINE2_MISMATCH

Address Line 2 match result.

Value	Name	Description
`CONFLICT`	Address Line 2 Match Someone Else	The address line 2 matched a different person that is not this person.
`HOUSEHOLD`	Address Line 2 Matched Household	The address line 2 matched a person in the same household.
`MATCHED`	Address Line 2 Matched	The address line 2 matched the person found.
`UNKNOWN`	Unknown if the Address Line 2 Matches	The address line 2 could not be attributed to the person.

SYNTHETIC_CITY_MISMATCH

City match result.

Value	Name	Description
`CONFLICT`	City Match Someone Else	The city matched a different person that is not this person.
`HOUSEHOLD`	City Matched Household	The city matched a person in the same household.
`MATCHED`	City Matched	The city matched the person found.
`UNKNOWN`	Unknown if the City Matches	The city could not be attributed to the person.

SYNTHETIC_REGION_MISMATCH

Region/State match result.

Value	Name	Description
`CONFLICT`	Region/State Match Someone Else	The region/state matched a different person that is not this person.
`HOUSEHOLD`	Region/State Matched Household	The region/state matched a person in the same household.
`MATCHED`	Region/State Matched	The region/state matched the person found.
`UNKNOWN`	Unknown if the Region/State Matches	The region/state could not be attributed to the person.

SYNTHETIC_COUNTRY_MISMATCH

Country match result.

Value	Name	Description
`CONFLICT`	Country Match Someone Else	The country matched a different person that is not this person.
`HOUSEHOLD`	Country Matched Household	The country matched a person in the same household.
`MATCHED`	Country Matched	The country matched the person found.
`UNKNOWN`	Unknown if the Country Matches	The country could not be attributed to the person.

SYNTHETIC_POSTAL_MISMATCH

Postal/ZIP code match result.

Value	Name	Description
`CONFLICT`	Postal/Zip Code Match Someone Else	The postal/ZIP code matched a different person that is not this person.
`HOUSEHOLD`	Postal/Zip Code Matched Household	The postal/ZIP code matched a person in the same household.
`MATCHED`	Postal/Zip Code Matched	The postal/ZIP code matched the person found.
`UNKNOWN`	Unknown if the Postal/Zip Code Matches	The postal/ZIP code could not be attributed to the person.

SYNTHETIC_AGE_MISMATCH

Birthday vs. age discrepancy.

Value	Name	Description
`MISMATCH_AGE_10_YEAR_PLUS`	Birthday<>Age difference is greater than 10 years!	The birthday provided mismatches the identity by at least 10 years, raising concern for a synthetic identity or fraud attempt.
`MISMATCH_AGE_5_YEAR_PLUS`	Birthday<>Age difference is between 5 and 10 years!	The birthday provided mismatches the identity by between 5 and 10 years, raising medium concern for synthetic identity or fraud.
`MISMATCH_AGE_YEAR_PLUS`	Birthday<>Age difference is between 1 and 5 years.	The birthday provided mismatches the identity by between 1 and 5 years, raising medium concern for synthetic identity or fraud.
`AGE_MATCHES_WITHIN_YEAR`	Age matches within year	The birthday provided is within a year of the age of the identity.
`AGE_COMPLETE_MATCH`	Age complete match	The birthday provided exactly matches the age of the identity.
`UNKNOWN`	No age information or birthday available	No age information or birthday provided.

SYNTHETIC_COUNTRY_RISK

Country-based risk classification.

Value	Name	Description
`HIGH`	High risk country	Seen from a high-risk country, indicating high fraud risk.
`MED`	Medium risk country	Seen from a medium-risk country, indicating medium fraud risk.
`LOW`	Low risk country	Seen from a low-risk country, indicating low fraud risk.
`UNKNOWN`	No country information	No country information available.