{"id":180437,"date":"2023-03-08T18:33:26","date_gmt":"2023-03-08T10:33:26","guid":{"rendered":"https:\/\/www.grab.com\/sg\/?post_type=editorial&p=180437"},"modified":"2025-12-12T18:55:57","modified_gmt":"2025-12-12T10:55:57","slug":"grab-geohashing-location-grid","status":"publish","type":"editorial","link":"https:\/\/www.grab.com\/sg\/inside-grab\/stories\/grab-geohashing-location-grid\/","title":{"rendered":"This is how the Grab app knows exactly where users are"},"content":{"rendered":"\t\t
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How does a Grab driver-partner know a passenger\u2019s exact location when they book a ride? And how does the app identify nearby F&B outlets consumers can order from?<\/p>

Grab relies on the geohash system to visualise the world in a grid. The geocoding system divides regions into small zones based on latitude and longitude lines. Each of these zones is labelled by a unique geohash, and allows Grab to mark points of interest, determine the distance between riders to drivers, and so on.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\tThe more characters in a Geohash string, the more precise the location.\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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The geohash system is in the public domain, and was invented in 2008. The way it works is each geohash is identified by a string of letters and digits\u2014the more characters in the string, the more precise the location.<\/p>

To illustrate, we can divide a given area of a map into a grid with 32 cells. To zoom into a more precise area, the geohash will subdivide the cell into 32 smaller cells and each one of these cells will contain another 32 cells, and so on\u2014that\u2019s how you get longer geohashes the more precise the location.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Points that are close to each other will also share a similar geohash.\u00a0<\/p>

Geohashes help Grab figure out fares, ETA, routes, and more<\/span><\/p>

At Grab, geohashes help us see when physical points are close to each other. We can tell that these zones are nearby because they are all in the \u201cw886hu\u201d area.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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We use the distance to help figure out things like estimated time of arrival, or fare calculations, so you can see one price before you book a ride with no surprises.<\/p>

The geohashes of users and drivers can help our system reflect a more realistic fare.\u00a0The location of a passenger checking for fares can be mapped to available drivers in the vicinity.\u00a0Price is then decided based on real-time demand and supply.\u00a0<\/p>

Occasionally, you get buildings that are next to each other falling within different zones. That\u2019s why fares can differ when you map a route to one building that\u2019s just across the street from another. We\u2019ve been working on keeping the variance in fares small between pick-up points that are very close to each other.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\tWhen users enter their pick-up location, the app can allow them to pick a landmark nearby that might be easier to identify in real life.\t\t\t<\/p>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Outside of route calculations, geohashes also support many of the core features on Grab including identifying points of interest. For example, when users enter their pick-up location, the app can retrieve records of places on the map, so they can pick a landmark nearby that might be easier to identify in real life.<\/p>

We are also constantly adding new POIs to help our driver-partners locate customers quickly or to ensure our merchant database is updated. With accurate geohashing, our system can automatically see which parts of a city\u2019s map might be lacking. This allows our operations teams to send out more field collectors on the ground.<\/p>

In some cities, we have regular job boards that send out collection requests to our driver-partners, allowing them to pick up additional mapping gigs where they are to supplement their income.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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