geospatial data api reverse geocoding

If you’re looking for a geospatial data API for reverse geocoding, you’re usually trying to convert:

latitude + longitude → address / place / administrative area

Common reverse geocoding API options

1. Google Maps Geocoding API

   • Very accurate, widely used
   • Paid beyond free tier
   • Good global coverage

2. Mapbox Geocoding API

   • Strong developer experience
   • Good for maps + location services
   • Paid with limited free tier

3. OpenStreetMap-based services

   • Nominatim (free, but usage limits apply)
   • Good for prototyping and smaller workloads
   • Requires caution for heavy production use

4. HERE Reverse Geocoding API

   • Good enterprise/location platform option

5. Geoapify

   • Easy to use, OSM-based, generous free tier for some use cases

6. TomTom Search API

   • Another commercial option with reverse geocoding support

Typical request

Example reverse geocoding call usually looks like:

GET /reverse?lat=40.7128&lon=-74.0060

Typical response

{
  "address": "New York, NY, USA",
  "city": "New York",
  "state": "New York",
  "country": "United States"
}

Important considerations

• Accuracy: rooftop vs street vs city-level
• Rate limits: free tiers can be strict
• Licensing: especially with OpenStreetMap/Nominatim
• Caching: recommended if you’ll repeat queries
• Latency: can matter for mobile or real-time apps

If you want to build your own

You’d typically use:

• a geospatial database like PostGIS
• a geocoder like Nominatim
• or a commercial geocoding service

If you want, I can also give you:

• a Python example
• a JavaScript example
• a FastAPI/Flask endpoint
• or a comparison table of the best reverse geocoding APIs