AI-Powered Fuzzy Matching

High Performance Matching APIs for Organization Names, Individual Names, Addresses, and Products

Similarity Keys : Overcoming Data Inconsistencies and Variance

The Fuzzy Match APIs leverage advanced AI algorithms, machine learning, specialized algorithms, and extensive knowledge bases to generate canonical similarity keys from raw input data. These API-generated string-based keys represent thousands of possible permutations of a given data entity. Comparing data based on these keys, rather than the actual data itself, helps to dramatically increase the ability to identify data elements that match, either within a dataset or across multiple datasets.

Company Name Matching

Example 1:

  • Amazon
  • Amazon.com Inc.

All share generated similarity key: N1Ai4RfV0SRJf2dJwDO0Cvzh4xCgQG

Example 2 (Three Variants):

  • IBM
  • I.B.M.
  • International Business Machines

All share generated similarity key: A9Bn7KdV1SXQf3eLxFP2Gxqm9sT4Hw

Individual Name Matching

Example 1:

  • John Doe
  • Jon Doe

Both share generated similarity key: X1Zq9RfH2SdW4Lp8QeT6VbU0NmJ7KiC

Example 2 (Three Variants):

  • Elizabeth Smith
  • Liz Smith
  • Beth Smith

All share generated similarity key: R3Ty7VxP2Lm9FgQe1SjK4FcDz8WpZrY

Street Address Matching

Example 1:

  • 123 E. Main St.
  • 123 East Main Street

Both share generated similarity key: M1Xz4RfP9ScLk2JwDo3Cvzh7xQgTnE

Example 2 (Three Variants):

  • 456 Johnson St
  • 456 Johnston Street
  • 456 Jonhson St.

All share generated similarity key: C5Df8JkL2Mn7PoQx3Rz0SyTa1WxVbF

Global Address Matching

Example 1:

  • 10 Downing St, London
  • Ten Downing Street, London, UK

Both share generated similarity key: Z7Ai1RfV0SRJf2dJwDO0Cvzh4xCgUe

Example 2 (Three Variants):

  • 1600 Pennsylvania Ave NW, Washington, DC
  • 1600 Penn Ave, Washington DC USA
  • 1600 Pennsylvania Avenue, Wash. DC

All share generated similarity key: D3Gj9SkT7Vb2QxZf1Lp6RjYh5NwM1D

Product Name Matching

Example 1:

  • Apple iPhone 14
  • iPhone 14 by Apple

Both share generated similarity key: E9Yq3JpR5Vt1LdZ2Xw4MyHn0FvBrQ8

Example 2 (Three Variants):

  • Samsung Galaxy S22
  • Galaxy S22 by Samsung
  • S22 Samsung

All share generated similarity key: F2Wq5LpR7St9ZdX3Cw1KyFjV0MnH3B

Company Name Matching API Individual Name Matching API Street Address Matching API Global Address Matching API Product Name Matching API