Methodology

How it works

PeopleSearch Pro is a structured pipeline over public and licensed data. Processing typically takes two to five minutes. The product does not perform covert collection or access private accounts.

1. 01

   Collect identity

   Operators enter name, contact, professional, location, and public profile URLs. Email, location, and profile URLs raise matching quality.

2. 02

   Resolve & enrich

   Approved identity providers return candidate records. Possible matches stay labeled until corroboration exists.

3. 03

   Public web research

   An approved search provider ranks public documents: directories, conference pages, alumni mentions.

4. 04

   Adverse information

   Legal, sanctions, and media corpora are checked. Hits and non-hits use the same professional language.

5. 05

   Breach exposure

   Credential corpora such as Have I Been Pwned are queried. Exposure is not participation.

6. 06

   AI analysis

   Narrative, behavior, and interaction guidance are generated and labeled as inference.

7. 07

   Report generation

   A dossier with source footnotes, confidence, and export/PDF is produced. One report credit is consumed.