Location Formatting
Standardize city and state names with proper capitalization and abbreviations.
Location data is notoriously inconsistent — all caps, all lowercase, full state names mixed with abbreviations, missing commas. Location normalization produces clean "City, ST" formatting that looks professional and works with mapping services.
Location (City, State)
Formats locations with proper capitalization and converts full state names to standard two-letter abbreviations. Handles common variations and city aliases.
Before
austin, texas
AUSTIN TX
new york city, new york
los angeles
SAN FRANCISCO CA
After
Austin, TX
Austin, TX
New York City, NY
Los Angeles
San Francisco, CA
When to Use This
- Local business directories
- Schema markup (LocalBusiness, PostalAddress)
- Mapping and geolocation applications
- Deduplicating locations in address databases