DATASET CATALOG · CHICAGO · HOURLY REFRESH
Chicago food-business license lead signals.
A documented derivative of the official Chicago Business Licenses dataset, limited to newly issued Retail Food Establishment records and enriched only with explainable service-fit classifications.
ACCESS LEVELS
Free discovery and a current commercial file.
Delayed CSV sample
Five rows, seven days delayed, with the same core field shape as the current product.
Download CSV →RSS and territory pages
One citywide feed, seven trade feeds, and current delayed ZIP summaries for ongoing discovery.
Browse feeds →Current 30-day CSV
The complete eligible current window, all seven fit tags, scores, and official source URLs.
Review the $79 pack →PROVENANCE AND TRANSFORMATION
What LicenseTrigger changes—and what it does not.
Source filter
Application type ISSUE, license class Retail Food Establishment, issued status, current expiration, and a defined rolling date window.
Derived fields
Normalized names and dates, deterministic vendor-fit tags and reasons, a transparent lead score, and an official-record URL.
Excluded data
No owner home addresses, personal email addresses, personal phone numbers, behavioral profiles, or inferred violations.
Important limit
A license is a prospecting signal. It does not prove an opening date, equipment, compliance duty, purchasing intent, or unmet service need.
Reuse and verification.
Verify each business and its actual needs before making a sales claim. The official source remains authoritative; LicenseTrigger’s classifications are a separate, documented derivative.
The delayed sample is also published as a machine-readable Tabular Data Package so catalogs and data tools can discover its CSV schema without an account.
Read the source and classification method · Review the product terms · Open the official City of Chicago dataset.