Skip Tracing & Data Intelligence

Step 1: Initial Research

The skip tracing process begins with all available information about the target individual: their name, last known address, previous phone numbers, known family members or associates, previous employers, and any other identifying details. This baseline information is used to anchor the search and verify the identity of the correct individual throughout the process — ensuring that results pertain to the right person and not a similarly-named individual.

Initial research also involves assessing the likely difficulty of the search. A person who has moved once to a nearby location and has maintained utility accounts and voter registration is relatively straightforward to trace. A person who has moved multiple times, maintains minimal digital footprint, or has deliberately taken steps to obscure their whereabouts requires more comprehensive investigation techniques.

Step 2: Data Collection

The core of skip tracing is comprehensive data collection from multiple independent sources. Hawary AI accesses a broad range of data repositories that contain records about individuals' current and historical activities:

• Public Records: Voter registrations, property deeds and tax records, vehicle registrations, court filings, business license registrations, and marriage and divorce records all contain address and contact information that updates as a person's circumstances change.

• Credit and Financial Data: Credit header information (name, address, Social Security number from credit applications) provides one of the most reliable indicators of a person's current address, as most people maintain credit activity even when deliberately avoiding other contact.

• Court Records: Civil and criminal court filings, bankruptcy proceedings, and judgment records frequently contain current contact information submitted by the parties involved.

• Social Media Activity: Many individuals maintain active social media profiles that inadvertently reveal their current location through check-ins, tagged photos, employer updates, and community engagement.

• Utility and Subscription Records: Utility connections, magazine subscriptions, and service account addresses provide highly reliable current address data.

• Employment Records: Employer information found through professional networking sites, business registration records, and referral sources provides both a contact location and corroboration of current address.

• Telephone Databases: Both landline and mobile phone directories, including reverse lookup databases, enable identification of current contact numbers.

Step 3: Data Verification

Collected data is cross-referenced across multiple independent sources to verify accuracy and confirm that the information pertains to the correct individual. A single data point from one source is treated as unverified until corroborated by at least one additional independent source. For high-stakes applications — legal proceedings, large financial transactions — we apply more rigorous verification standards requiring three or more corroborating data points.

Verification also involves confirming the identity of the individual through comparison of multiple identifying characteristics: full name including middle name or initial, date of birth, Social Security number pattern (last four digits in permissible contexts), prior addresses, and known associates or family members. This multi-factor identity verification eliminates the risk of acting on data that accurately identifies a different person with the same or similar name.

Step 4: Analysis and Hypothesis Formation

Verified data is analyzed to form a complete picture of the individual's current location and contact details. Where data points are consistent and mutually corroborating, this step produces a high-confidence location assessment. Where data points are conflicting or inconclusive, analysis identifies the most probable explanation for the discrepancy and the most likely current location.

For individuals who have moved multiple times, analysis traces the sequential history of addresses to identify the most recent and most likely current location. Temporal analysis — considering when each data point was generated — is particularly important, as older records may reflect past rather than current locations.

Step 5: Final Outreach Preparation

Once location and contact information are confirmed, Hawary AI prepares the complete outreach package for the client: verified current address, confirmed phone numbers, email addresses where available, employer information, and any other relevant context gathered during the investigation. For real estate applications, this includes notes on the property's current status and any indicators of the owner's motivations or circumstances that may be relevant to outreach. For legal applications, this includes the documentation required to demonstrate that due diligence was exercised in locating the individual.

Industries and Applications

Real Estate — The Most Common Application

Skip tracing is a foundational tool for real estate investing, enabling investors and agents to locate the owners of properties that are not currently on the market but represent significant investment opportunities.

Wholesale Real Estate: Real estate wholesalers build their business model on the ability to find and contract distressed properties before they reach the open market. Skip tracing enables them to locate the owners of vacant, tax-delinquent, or visually distressed properties — people who are often motivated to sell but are difficult to contact because they have moved away from the property, changed phone numbers, or simply fallen out of regular contact with property managers or neighbors.

Pre-Foreclosure Properties: When a homeowner has missed mortgage payments and is approaching foreclosure, there is a window during which an investor can approach them with a purchase offer that allows them to avoid the foreclosure record, potentially walk away with some equity, and resolve their financial distress. Identifying these owners and locating their current contact information — particularly when they have already vacated the property — requires skip tracing capability.

Abandoned and Tax-Delinquent Properties: Owners of abandoned properties and those delinquent on property taxes are often highly motivated to sell but are literally unreachable through standard means. Skip tracing locates these owners — some of whom may have moved to different states or countries — enabling investors to present purchase offers on properties that would otherwise continue to deteriorate.

Example Scenario: An investor identifies a vacant single-family property in a target neighborhood. The property appears to have been unoccupied for over a year, and the owner of record on the tax rolls has a mailing address that bounces mail. Skip tracing reveals that the owner relocated to another state two years ago, has a current mobile phone number, and is employed at a local company. The investor contacts the owner directly, discovers they have been trying to sell the property but did not know how to handle it remotely, and closes on a discounted off-market purchase within 30 days.

Debt Collection

Skip tracing in debt collection enables collection agencies and creditors to locate debtors who have defaulted on financial obligations and changed their contact information — either deliberately to avoid collection activity or incidentally in the normal course of moving and changing jobs.

For consumer debt — credit cards, personal loans, auto loans, medical debt — skip tracing locates current addresses and phone numbers for debtors who have moved since the original credit application. For business debt, it locates the principals of defunct businesses who may have personal liability for commercial obligations.

All debt collection skip tracing activity is conducted in compliance with the FDCPA, which governs the permissible purposes for which consumer information can be used and establishes strict requirements for how contact with debtors must be conducted.

Insurance Investigations

Insurance companies use skip tracing to locate individuals involved in claim investigations — both claimants suspected of fraud and beneficiaries of policies who have become difficult to contact. In fraudulent claim investigations, skip tracing helps establish the actual whereabouts and activities of claimants who may be misrepresenting their circumstances. For unclaimed insurance benefits, skip tracing locates beneficiaries who may be unaware they are entitled to a payout.

Legal Services

Attorneys and legal professionals routinely require skip tracing to locate witnesses who need to be subpoenaed, defendants who are avoiding service of process, and judgment debtors who need to be located for collection proceedings. The ability to demonstrate that due diligence was exercised in attempting to locate a party is often legally required before alternative service methods can be authorized.

Private Investigation

Private investigators use skip tracing as a core investigative tool for missing persons cases, surveillance operations, background investigations, and fraud investigations. The combination of database access and investigative methodology that professional skip tracers bring to these cases is not achievable through consumer-facing people search tools alone.

B2B Lead Generation

Beyond traditional skip tracing applications, data intelligence techniques are increasingly applied to B2B lead generation — locating the current email addresses, direct phone numbers, and LinkedIn profiles of specific decision-makers at target companies, enabling outreach that bypasses generic corporate contact forms and reaches the actual humans making purchasing decisions.

Tools and Technology

Hawary AI leverages the most comprehensive and reliable skip tracing tools available to maximize the quality and completeness of data returned for each search.

TLOxp: One of the most powerful professional skip tracing tools in the market, TLOxp provides access to an exceptionally broad range of data sources — credit header data, utility records, public records, real property records, business affiliation records, and more. Its depth of coverage and data freshness make it the preferred tool for complex traces.

IDI Core: IDI Core offers real-time data insights by pulling from an extensive array of public and private data sources simultaneously. Its strength lies in the freshness and completeness of its real-time data connections, making it particularly effective for locating recently moved individuals.

Spokeo: A consumer-oriented but professionally capable people search engine that provides contact information, social media account links, and public record summaries. Particularly useful for corroborating data from professional tools and for identifying social media accounts that may provide location context.

BeenVerified: A comprehensive background check and people search tool that aggregates public records, social profiles, and contact data into easy-to-review reports. Useful as a corroboration tool and for investigations where completeness of background context is valuable.

AI-Enhanced Data Processing: Hawary AI supplements these commercial tools with AI-powered data processing capabilities that accelerate cross-referencing, identify patterns across multiple data points, flag inconsistencies that suggest potential identity confusion, and prioritize the most likely current contact details when multiple options exist. This AI layer significantly improves both the speed and accuracy of complex skip tracing assignments.

Legal and Ethical Considerations

Skip tracing is a legal activity when conducted for permissible purposes by qualified parties. Hawary AI operates in strict compliance with all applicable legal frameworks governing the collection, use, and disclosure of personal information.

Fair Credit Reporting Act (FCRA): The FCRA governs the use of consumer credit information in the United States. Skip tracing that accesses credit header data (name, address from credit applications) can only be conducted for permissible purposes as defined by the FCRA, including debt collection, extension of credit, insurance underwriting, employment screening in limited contexts, and legitimate business needs. Hawary AI confirms permissible purpose prior to any FCRA-governed data access.

Fair Debt Collection Practices Act (FDCPA): For skip tracing conducted in debt collection contexts, the FDCPA establishes strict requirements for how contact can be made with debtors, what can be communicated to third parties during the location process, and how the collected information can be used. Our debt collection skip tracing is conducted in full compliance with these requirements.

General Data Protection Regulation (GDPR): For skip tracing involving individuals in European Union member states or UK residents, GDPR compliance requirements govern data processing activities. We apply appropriate legal basis, data minimization, and processing purpose limitations for all EU/UK subject investigations.

State Privacy Laws: Numerous US states have enacted additional privacy regulations that may affect skip tracing activities. We maintain current knowledge of relevant state privacy requirements and ensure compliance with applicable state law in every engagement.

Our clients are also advised on the legal framework governing their specific use of the data we provide — particularly for debt collection and legal service contexts where specific compliance obligations attach to the act of contacting the located individual.