Azure Maps AI Autocomplete API

Latest update: Azure Maps Geocode Autocomplete API released. 

Just a few months ago, we shared an early look at the Azure Maps Geocode Autocomplete API. Now, we’re pleased to announce that it’s officially reached general availability, a fully supported, production‑ready REST service that delivers fast, intelligent and beautifully structured location suggestions.

The hidden cost of bad data 

Every failed delivery, missed appointment, or incorrect location chips away at customer trust. A wrong postcode. A misspelt street name. A user inadvertently mistyping an address in a form. For tech teams building retail, mobility, healthcare, infrastructure, or field service apps, these aren’t minor errors. They’re a common source of costly setbacks. They burn fuel, waste time, disrupt valuable business, and guarantee a disappointing experience. 

The root cause? Poor address data. And it’s everywhere. 

Introducing smarter address entry with Azure Maps 

Microsoft’s Azure Maps Geocode Autocomplete API is built to fix this. It’s the next-generation replacement for Bing Maps Autosuggest, designed for modern applications that demand speed, precision, and global scale. 

Autocomplete predicts and suggests accurate addresses and places as users type. It’s fast, intelligent, and built to keep your workflows moving, whether you’re capturing customer locations, enabling store searches, scheduling services, or streamlining checkout. 

Autocomplete, why it matters?

If your solution relies on location input, accuracy isn’t optional, it’s essential. A single wrong digit can derail a route, delay a service, or frustrate a user. Autocomplete helps you get it right from the start. 

Azure Maps Autocomplete enables you to: 

• Cut down typos and incomplete entries 

• Confirm addresses before they hit your system 

• Speed up checkout, booking, and dispatch workflows 

• Handle global complexity with multilingual support and structured outputs 

• Filter results by country or entity type (for example, address, place, postcode) 

• Rank suggestions by proximity, popularity, or bounding box 

The result? Cleaner data. Faster operations. Better customer experiences. 

Built for performance 

This isn’t just a suggestion engine. It’s powered by Azure Maps’ enterprise-grade geocoder, enhanced with AI for smarter ranking and relevance. It supports both addresses and places, making it ideal for store locators, booking platforms, rideshare apps, and service scheduling. It also returns clean, structured data that plugs straight into your systems. 

Azure Maps is built for scale with global coverage and enterprise-grade reliability. If you’re migrating from Bing Maps, it’s a future-proof upgrade that offers more control, better performance, and deeper integration options. 

Unlocking more than just addresses 

Autocomplete isn’t just about faster forms. It’s about smarter decisions. It’s a gateway to reliable location data, streamlined operations, and positive customer outcomes. When you pair Azure Maps’ feature set with our mapping expertise, you get more than one product. You get a partner. 

We’ll help you integrate Azure Maps into your workflows, optimise its performance, monitor your usage, and align it with your wider location strategy. Whether you’re migrating from another mapping platform, such as Bing Maps, or building a new solution from the ground up, we’ll support you with clarity, choice, and confidence. 

Want to see Autocomplete in action? 

Visit Samples at Azure Maps and search for “AutoComplete”. You can choose to look up addresses, places, or both, and focus your search on any country.  

Just start typing, “1 Pike Pl” and watch as the API instantly finds real locations, like Pike Place Market in Seattle. Because Autocomplete draws from Microsoft’s curated geocoder, every suggestion is a genuine address or place. That means you get clean, reliable data, and users can’t accidentally break your forms with extra details. 

If you need to capture those helpful extras, simply add a separate field, keeping your address data accurate and your workflows running smoothly. 

Explore Azure Maps tech community to see how Autocomplete transforms address entry experiences. 

Then talk to us, because mapping isn’t just what we do. It’s how we help you build smart, location-aware solutions.