Maps, Navigation & Location APIs | Parse

Maps, Navigation & Location APIs in AI answers

Data as of Oct 18, 2026Based on 548 AI responsesReviewed by Dimitry Apollonsky

AI summary

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

Most-mentioned brands

Rank and Mentioned in · since Jul 5

#	Brand	Recommended for	Mentioned in
1	Mapbox StudioMapbox product line 48% custom map styling and generating vector map tiles	custom map styling and generating vector map tiles	48%
2	Google Maps PlatformAlphabet product line 43% comprehensive global places data and multi-language map labels	comprehensive global places data and multi-language map labels	43%
3	HERE 35% logistics routing, traffic APIs, and international language support	logistics routing, traffic APIs, and international language support	35%
4	Google MapsAlphabet product line 25% general driving directions and road trip stop discovery	general driving directions and road trip stop discovery	25%
5	Mapbox 21% highly customizable 3D maps and dynamic multi-language labels	highly customizable 3D maps and dynamic multi-language labels	21%
6	PostGIS 17% database-first spatial queries and custom tile management	database-first spatial queries and custom tile management	17%
7	OpenStreetMap 16% free community-driven map data and open-source mapping	free community-driven map data and open-source mapping	16%
8	Tomtom 16% real-time traffic data and enterprise navigation APIs	real-time traffic data and enterprise navigation APIs	16%
9	WazeOwned by Alphabet 15% crowd-sourced traffic updates and real-time road hazard alerts	crowd-sourced traffic updates and real-time road hazard alerts	15%
10	Esri 15%		15%
11	Radar 15% cost-effective geolocation and private location tracking features	cost-effective geolocation and private location tracking features	15%
12	CARTO 12%		12%
13	ArcGIS 12%		12%
14	MapLibre 11%		11%
15	Geoapify 11%		11%
16	Apple MapsApple product line 11%		11%
17	PostgreSQL 9%		9%
18	TomTom Developer8%		8%
19	Azure MapsMicrosoft product line 7%		7%
20	GeoServer 7%		7%
21	Perplexity 6%		6%
22	ArcGIS Developers6%		6%
23	Google Routes API 6%		6%
24	MapTiler 5%		5%
25	Leaflet 5%		5%
26	Tegola 5%		5%
27	GeminiAlphabet product line 5%		5%
28	OpenLayers 5%		5%
29	MapLibre GL JSMapLibre product line 5%		5%
30	ArcGIS Location PlatformArcGIS product line 5%		5%
31	LocationIQ 4%		4%
32	Mapbox GL JSMapbox product line 4%		4%
33	HERE WeGoHERE product line 4%		4%
34	Nominatim 4%		4%
35	Google PlacesAlphabet product line 3%		3%
36	ChatGPT WorkOpenAI product line 3%		3%
37	Snowflake 3%		3%
38	ArcGIS EnterpriseArcGIS product line 3%		3%
39	Openrouteservice 3%		3%
40	Organic Maps 3%		3%
41	Databricks 3%		3%
42	GasBuddy 3%		3%
43	OpenCage 3%		3%
44	HERE Maps PlatformHERE product line 3%		3%
45	Google Geolocation APIAlphabet product line 3%		3%
46	Valhalla (Floki)3%		3%
47	Stadia Maps 3%		3%
48	Gaia GPS 2%		2%
49	Amazon RedshiftAmazon product line 2%		2%
50	Mapbox MapGPTMapbox product line 2%		2%
51	GraphHopper 2%		2%
52	OSRM (Open Source Routing Machine)2%		2%
53	TomTom Traffic API 2%		2%
54	Google Cloud BigQueryAlphabet product line 2%		2%
55	Amazon Location ServiceAmazon product line 2%		2%
56	ArcGIS Maps SDK for JavaScriptArcGIS product line 2%		2%
57	Google Navigation Connect API 2%		2%
58	Turf.js 2%		2%
59	deck.gl 2%		2%
60	Natural Earth 2%		2%
61	OsmAnd 1%		1%
62	Roadtrippers 1%		1%
63	Citymapper 1%		1%
64	onX OffroadonX Maps product line 1%		1%
65	AllTrails 1%		1%
66	TomTom Long Distance EV Routing APITomtom product line 1%		1%
67	QGIS 1%		1%
68	Gemini for BigQuery 1%		1%
69	Unwired Labs 1%		1%
70	Garmin 1%		1%
71	Geocodio 1%		1%
72	Maps SDK 1%		1%
73	OpenMapTiles 1%		1%
74	IPinfo 1%		1%
75	Overture Maps Foundation 1%		1%
76	MapTiles API 1%		1%
77	Google SearchAlphabet product line 1%		1%
78	Zapt 1%		1%
79	Aqua Map 1%		1%
80	Komoot 1%		1%
81	Upside 1%		1%
82	Mapbox Directions API 1%		1%
83	Apple 1%		1%
84	PMTiles 1%		1%
85	TileServer GL 1%		1%
86	Google Maps Platform Route Optimization API 1%		1%
87	Amadeus 1%		1%
88	ChatGPTOwned by OpenAI 1%		1%
89	Navionics BoatingGarmin product line 1%		1%
90	Google StoreOwned by Alphabet 1%		1%
91	Skyhook 1%		1%
92	Precisely 1%		1%
93	HyperTrack 1%		1%
94	SygicOwned by Eurowag 1%		1%
95	ipapi 1%		1%
96	Overpass API 1%		1%
97	Mapbox Tilequery 1%		1%
98	Python 1%		1%
99	Mapbox Vector TilesMapbox product line 1%		1%
100	Google Geofencing API 1%		1%

Recommendations by AI engine

ChatGPT SearchGoogle AI Mode

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

Mentioned in on each AI engine, by brand
Brand	ChatGPT Search	Google AI Mode
Mapbox Studio	49%	48%
Google Maps Platform	47%	39%
HERE	38%	31%
Google Maps	26%	24%
Mapbox	25%	16%
PostGIS	20%	13%
OpenStreetMap	19%	13%
Tomtom	19%	12%
Waze	17%	14%
Esri	16%	14%

Questions by topic9

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.
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?
Budget geolocation apis
- What are some low-cost APIs for geolocation, geocoding, and routing that are good for budget-conscious app builders?
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?
Live traffic navigation apps
- Which navigation apps offer crowd-sourced, real-time traffic updates, hazard reporting, and dynamic route recalculation?

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?

Led by Mapbox 2
Custom map styling	Not named	Not named		Not named
Accurate mapping with reliable sourcing	Not named	Not named	Not named	Not named

Led by ArcGIS 1
GIS platform API for complex queries	Not named	Not named	Not named	Not named

Led by other brands 1
Live traffic navigation apps		Not named		Not named	Not named

Maps, Navigation & Location APIs in AI answers

Most-mentioned brands

Latest insights

Recommendations by AI engine

Market change

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

Questions by topic9

Sources AI cites100

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Questions by topic9