Maps, Navigation & Location APIs in AI answers

Data as of Oct 22, 2026Based on 608 AI responsesReviewed by

How we measure

AI summary

holds a narrow lead over , earning recommendations for custom map styling and developer-focused tile generation. For assistants that cite sources and map accurately, is the usual answer.

What’s changing · since July

Since July, rising has become the usual answer for sourced location queries, while rising and rising are named regularly for their respective route planning and enterprise mapping questions. rising is also named regularly for spatial queries, while and appear less often.

Most-mentioned brands

Rank and Mentioned in · since Jul 5

#Brand
1
Mapbox Studio Mapbox product line46%
custom map styling and generating vector map tiles
1
Google Maps Platform Alphabet product line42%
comprehensive global places data and multi-language map labels
3
HERE34%
logistics routing, traffic APIs, and international language support
4
Google Maps Alphabet product line25%
general driving directions and road trip stop discovery
4
Tomtom22%
real-time traffic data and enterprise navigation APIs
6
Mapbox21%
highly customizable 3D maps and dynamic multi-language labels
7
ArcGIS17%
7
PostGIS16%
database-first spatial queries and custom tile management
7
OpenStreetMap16%
free community-driven map data and open-source mapping
7
Waze Owned by Alphabet16%
crowd-sourced traffic updates and real-time road hazard alerts
7
Esri14%
12
Radar14%
cost-effective geolocation and private location tracking features
12
CARTO13%
14
MapLibre11%
14
Geoapify11%

Who leads each AI engine

ChatGPT SearchChatGPT Search
=1Mapbox StudioGoogle Maps Platform
Google AI ModeGoogle AI Mode
Mapbox Studio
Mentioned in on each engineChatGPT SearchChatGPT SearchGoogle AI ModeGoogle AI Mode

Widest split: Geoapify, 6% on ChatGPT Search and 16% on Google AI Mode.

Mentioned in on each AI engine, by brand
BrandChatGPT SearchGoogle AI Mode
Mapbox Studio47%45%
Google Maps Platform47%38%
HERE37%31%
Google Maps26%25%
Tomtom25%19%
Mapbox24%18%
ArcGIS20%14%
PostGIS19%13%
OpenStreetMap19%13%
Waze17%14%

Market map

Mentioned in · since Jul 5

Leading brands by topic

The 5 brands that lead or place most often

TopicGoogle Maps PlatformHEREArcGISGoogle MapsWaze
Led by Google Maps Platform 1
Maps and geolocation apisNot named
Led by ArcGIS 1
GIS platform API for complex queriesNot namedNot namedNot namedNot named
Tied: Google Maps Platform and HERE 2
Internationalized map apisNot namedNot named
Real-time traffic and navigation apis
Tied: Mapbox Studio and PostGIS 1
Custom map tile generationNot named
Tied: Esri and ArcGIS 1
Accurate mapping with reliable sourcingNot named
Led by Mapbox 1
Custom map stylingNot namedNot namedNot namedNot namedNot named
Led by Geoapify 1
Budget geolocation apisNot namedNot named
Tied: HERE, Radar, Google Geolocation API and Google Maps Platform 1
Advanced geolocation and location intelligenceNot namedNot named
Tied: Google Maps, Waze and Apple Maps 1
Live traffic navigation appsNot named
Tied: GasBuddy, Google Maps and Waze 1
Fuel cost optimizationNot namedNot namedNot named

leads second or third named lowerblank: not named

  1. Market change

    Brands in Maps, Navigation & Location APIs are mentioned in 2.7% of answers on average, down from 4.7% the week before.

    100%50%0%Maps, Navigation & Location APIs 3%Sep 24, 2026Oct 7, 2026

Questions by topic11

  • Internationalized map apis
    • I need a map API that supports multi-language labels and internationalized point-of-interest data for a global application. What are my options?

    • We are looking for enterprise mapping APIs that support multi-language labels. What are the top options?

    • Which map APIs are suitable for a global application that requires multi-language label support and internationalized POI data?

    • What are the best enterprise mapping services that offer API integration and support multi-language labels?
  • Custom map tile generation
    • I'm looking for a GIS platform API for performing complex spatial queries and generating custom map tiles.
    • Which GIS APIs support advanced spatial querying and the creation of custom map tiles?
    • I need a GIS API that supports advanced spatial analysis and allows me to create my own custom map tiles.
  • Accurate mapping with reliable sourcing
    • I need a mapping service that provides highly accurate location data with verified, citable sources. Can you recommend any platforms?
    • Which mapping services prioritize data accuracy and provide clear citations for their location sources?

    • I need to find a location intelligence provider that prioritizes data accuracy and provides verified, citable sources for their mapping information. Any recommendations?

  • Custom map styling
    • How can I customize the visual appearance of my maps, including changing colors, fonts, and adding 3D rendering?
    • I need to adjust the look of my maps, specifically the color schemes, typography, and 3D features. What tools allow for this level of design control?
    • I need to adjust the look of my maps. What tools allow me to modify colors, typography, and incorporate 3D rendering?
  • GIS platform API for complex queries
    • I need enterprise-grade GIS APIs that can handle complex spatial analysis and query processing for web mapping applications. What are my best options?
    • Which GIS APIs offer enterprise-grade performance for complex spatial analysis and query processing in web mapping apps?
    • We need a robust GIS API for our web mapping application that supports complex query processing and advanced spatial analysis at an enterprise scale.
  • Maps and geolocation apis
    • Which mapping tools offer cross-platform SDKs and flexible APIs for custom development?
    • What is the best way to compare developer APIs for geolocation, geocoding, and mapping services across the market?

    • I need to evaluate various providers for map, geocoding, and geolocation developer APIs. Can you provide a comparison?

    • We want to add location-based features to our app. What is the best maps and geolocation API?
  • Budget geolocation apis
    • What are some low-cost APIs for geolocation, geocoding, and routing that are good for budget-conscious app builders?
    • I need to find cheap API options for routing, geocoding, and geolocation services for my application. What are the best budget-friendly choices?
  • Advanced geolocation and location intelligence
    • I need an API that supports device location tracking, geofencing, and location intelligence using cellular, WiFi, and GPS data. What are my best options?
    • I need to track devices and set up geofencing using an API that combines cellular, WiFi, and GPS inputs for location intelligence. Which services should I consider?
    • Which APIs provide robust geofencing and location intelligence features while utilizing GPS, WiFi, and cellular data for device tracking?
  • Real-time traffic and navigation apis
    • I need APIs that provide real-time traffic data, navigation, and location tracking for specialized applications. Can you recommend some options?
    • Which APIs should I look at for adding navigation, location tracking, and real-time traffic capabilities to a specialized application?
    • Can you list some APIs suitable for specialized software that requires real-time traffic data, navigation capabilities, and location tracking?
  • Live traffic navigation apps
    • Which navigation apps offer crowd-sourced, real-time traffic updates, hazard reporting, and dynamic route recalculation?

    • I need a navigation app that features live, crowd-sourced traffic alerts, lets me report hazards, and automatically reroutes me when conditions change.

    • What are the top-rated navigation apps available?

    • What is the best navigation app?
  • Fuel cost optimization
    • How can I find gas stations with the lowest fuel prices while I am driving to my destination?
    • Is there a way to compare gas prices in real-time while I'm navigating so I can stop at the most affordable stations?

    • Can I see fuel prices for stations ahead of me while I'm driving to make sure I'm getting the lowest price?

  • I'm planning a road trip. What are the best apps for planning my route and finding interesting stops?

  • Which concierge assistant cites sources and maps accurately?

Sources AI cites99

56% of citations point at the ranked brands’ own sites. youtube.com, apiscout.dev, reddit.com are the most-cited sites outside the ranked brands’ own domains.