How to properly use AI Match Finder?

lost patrimony, inheritage, dormant account, change life, wiolp
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Searching for dormant accounts and unclaimed assets can feel like searching for a needle in a haystack. 

AI Match Finder scans databases of dormant accounts using advanced algorithms that detect name variations, misspellings, and related identities, increasing the chances of finding lost assets. Unlike manual searches, which rely on exact matches. Many dormant accounts exist under slightly different spellings, nicknames, maiden names, or initials, which can make manual searching difficult. 

In this guide, we’ll explore how to properly search using AI Match Finder and share real-life examples of successful discoveries.

1. Start with Basic Information

Begin by entering your full legal name or the name of the person whose assets you are searching for. If you are searching for a relative, use the name as it was officially recorded, such as on birth certificates or legal documents.

2. Utilize Name Variations

AI Match Finder will generate variations such as common misspellings, abbreviations, and alternative forms of name changes. So when searching for a name, consider all possible combinations.  

Example:
  • If searching for “William Smith” might also appear as “Bill Smith” or “Wilhelm Schmidt”.
  • If searching for “Jonathan Müller“, AI Match Finder might also check for “Jon Miller” or “John Miler“.

AI technology considers factors like:

  • Phonetic similarities (e.g., “Smith” vs. “Smyth“).
  • Common typos or misspellings (e.g., “Jonh” vs. “John“).
  • Shortened versions (e.g., “Robert” vs. “Rob“)
  • Middle names or initials (e.g., “James A. Smith” vs. “James Smith“).
  • Hyphenated or maiden names (e.g., “Mary-Jane Carter” vs. “Mary Jane Carter“).
  • Accounting for cultural naming conventions and common typographical errors.

By utilizing machine learning, AI Match Finder improves over time, increasing the likelihood of finding unclaimed assets that would otherwise go unnoticed.

Learn more about: How to find out information about relatives8 Rules for properly recording names, or Search ancestor’s name

3. Refine Results Using Filters

While AI Match Finder is designed to handle incomplete data, refining the search with details like birthdate, nationality, or last known residence, significantly increases accuracy.

So if too many potential matches appear, search more precisely by these filters:

  • Location: Narrow your search by selecting the country, state, or city where the person lived or held financial accounts.
  • Birth Date: If available, input the exact or approximate birth date to filter out irrelevant results.
  • Nationality: This filter helps identify records tied to specific countries, particularly useful for individuals with dual citizenship or migration history. 

4. Review Matches and Claim

The AI provides a list of potential matches. However, manual verification of each potential match is essential before proceeding with claims of the assets.

If you identify a strong match, follow the instructions provided to verify ownership and initiate the claim process.

 

Real-Life Examples of AI Match Finder in Action

Example 1: The Case of a Misspelled Last Name
  • Lisa Anderson was searching for unclaimed assets belonging to her late grandfather, “Samuel Eriksson“. Initially, she didn’t find results under “Eriksson”. However, AI Match Finder suggested alternative spellings like “Ericson” and “Erickson”. A dormant account was found under “Samuel Erickson”, and Lisa successfully claimed her grandfather’s forgotten savings.
Example 2: Discovering an Account Under an Origin Name
  • Jessica Miller was looking for unclaimed funds left by her mother, “Margaret Miller“. AI Match Finder generated the name “Margaret Müller”. Jessica realized that it was her mother’s German name and the account was from before her mother moved to the USA, leading to a successful asset recovery.
Example 3: Identifying a Claim Through Phonetic Matching
  • John learned that his uncle, “Christopher McAllister“, had an insurance payout, but no records matched his search. AI Match Finder suggested alternate spellings like “McAlister” and “MacAllister“, leading to the discovery of the missing funds.
 
AI Match Finder is a powerful tool that simplifies the process of locating and claiming dormant accounts. By leveraging name variations and filters such as last known residence, birth date, or nationality, you can significantly improve your chances of finding unclaimed assets.
If you are searching for dormant accounts, ensure you take full advantage of AI Match Finder’s intelligent search capabilities to recover what rightfully belongs to you.
 
Ready to start your search? 
Start searching now or read the next guide on How to use the WIOLP Search Engine step-by-step.
 

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