Challenge

Adding Geographic and Industry Context to Web Measurement Data

After identifying websites that supported passkey authentication, the researchers needed additional context to understand where these websites were located and which industries they represented.

However, websites do not directly expose reliable geographic or industry information. Determining these attributes required external enrichment sources capable of mapping domains and IP addresses to geographic locations and industry categories.

To analyze regional and sector-level passkey adoption, the researchers therefore needed reliable APIs that could provide geolocation and website classification data at scale.

Solution

Enriching the Dataset with WhoisXML API Services

To add geographic and sector context to their dataset, the researchers incorporated WhoisXML API’s IP Geolocation API and Website Categorization API into their analysis workflow.

Their methodology included:

  • Resolving domains to IP addresses using DNS queries

  • Querying the WhoisXML API GeoIP service to map IP addresses to geographic locations

  • Using website categorization data to identify the industry sectors of the analyzed domains

This enrichment allowed the researchers to associate passkey-enabled websites with geographic regions and industry sectors, enabling deeper analysis of adoption patterns.

 

Results

Insights Enabled by WhoisXML API Data 

By enriching their dataset with WhoisXML API’s IP Geolocation and Website Categorization APIs, the researchers added geographic and industry context to the websites identified in their study, enabling deeper analysis of passkey adoption.

Geographic Distribution of Passkey Deployments

Using WhoisXML API geolocation data, passkey-enabled websites were associated with specific geographic locations, allowing analysis of how deployments were distributed across different regions.

Industry Adoption Patterns

Website categorization data enabled the classification of domains by sector and helped identify which industries were adopting passkey authentication technologies.