Our SMB Data

SMB data underpins everything we do. We’ve developed a first-class capability for integrating meaningful data about businesses from disparate sources, resolving it to the correct business entities, and generating data “attributes” that provide critical insights on each individual small business.

Data Sources

We compile vast amounts of data from a variety of public and proprietary sources including:

• Government records such as corporate registrations and industry-specific licenses
• Online data platforms where businesses have a digital footprint
• The industry’s best and most trusted third-party data vendors

These data sources are then integrated into a single, unified data asset, where we can begin to form the complete picture of each business entity.

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For further reading on raw data sources, see our Data Sources page

Coverage

The breadth and depth of our data sources allow us to have unparalleled coverage of businesses in the US - more than any other SMB data provider.

Entity Resolution

A crucial next step is to ensure that the data from each underlying source maps to the correct business. This process is called Entity Resolution, and involves cutting-edge machine learning models that match a representation of a business entity in one data source to a different representation of the same entity in another. This allows us, for example, to combine an entity’s professional license history with its Yelp page details in a single business profile.

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For more information on entity resolution, see our Entity Resolution page.

Deriving Attributes

Once entities are resolved, we derive a set of critical and highly differentiated data points on each small business in our records. We call these collections of data points “attributes”. These are the signals about a business - detailed_industrydetailed_industry - A list of the predicted industries of this company according to Enigma’s industry taxonomy, as well as mappings to common industry classification systems for integration purposes., government_contractsgovernment_contracts - Whenever a city, state, or Federal government agency contracts a private company to do some work, they must log this in a publicly available contract. These contracts indicate stable, pre-committed revenue, a very positive signal for a company., business_bankruptcybusiness_bankruptcy - Whether the business has filed for bankruptcy and a list of the bankruptcy filings’ chapter type, filing date, and case number, and many others - that provide key insights and drive decisions about SMBs.

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For more information on attributes, see our Attribute Dictionary

Accessing Businesses Data

We’ve built a simple, easy-to-use API to access our data. Keep reading to learn how to use our Businesses API to seamlessly integrate our data into your business processes.