AI Visibility Index · July 2026

Geo: Google OR-Tools, Loqate, Radar lead the AI rankings

How visibly ChatGPT, Claude, Gemini & Grok recommend each geo brand, across 8continuously re-polled “best X” leaderboards. Grades use the same A+–D scale as the brand checker; every ranking links to its full audit trail.

#	Brand	Grade	#1s	Podiums	Boards	Models	Best result
1	Google OR-Tools	A+	3	4	6	4/4	#1 · geocoding API for global address search
2	Loqate	A+	2	2	2	4/4	#1 · address autocomplete API for ecommerce checkout
3	Radar	A+	1	2	4	4/4	#1 · geofencing platform for mobile apps
4	GeoServer	A+	1	1	1	4/4	#1 · self-hosted map server for geospatial applications
5	Mappedin	A+	1	1	1	4/4	#1 · indoor mapping SDK for enterprise venues
6	Smarty	B	—	2	2	4/4	#2 · address autocomplete API for ecommerce checkout
7	Mapbox Geocoding API	B	—	2	2	4/4	#3 · geocoding API for global address search
8	HERE Geocoding & Search	B	—	1	3	4/4	#2 · geocoding API for global address search
9	Melissa	B	—	1	2	4/4	#3 · address validation API for international shipping
10	Bluedot	B	—	1	1	3/4	#2 · geofencing platform for mobile apps
11	MapsIndoors	B	—	1	1	4/4	#2 · indoor mapping SDK for enterprise venues
12	Martin	B	—	1	1	3/4	#2 · self-hosted map server for geospatial applications
13	NextBillion.ai	B	—	1	1	4/4	#2 · route optimization API for delivery fleets
14	GraphHopper	B	—	1	1	2/4	#3 · route optimization API for delivery fleets
15	MapServer	B	—	1	1	4/4	#3 · self-hosted map server for geospatial applications
16	Pointr	B	—	1	1	3/4	#3 · indoor mapping SDK for enterprise venues
17	Transistor Software Background Geolocation	B	—	1	1	2/4	#3 · geofencing platform for mobile apps
18	Geoapify	C	—	—	3	3/4	#5 · geocoding API for global address search
19	OpenCage	C	—	—	2	3/4	#4 · geocoding API for global address search
20	PostGrid	D	—	—	2	1/4	#5 · address validation API for international shipping
21	Mapbox	C	—	—	2	2/4	#6 · indoor mapping SDK for enterprise venues
22	ArcGIS Indoors	C	—	—	1	3/4	#4 · indoor mapping SDK for enterprise venues
23	HERE Tour Planning	C	—	—	1	3/4	#4 · route optimization API for delivery fleets
24	MapTiler Server	C	—	—	1	2/4	#4 · self-hosted map server for geospatial applications
25	Roam.ai	C	—	—	1	2/4	#4 · geofencing platform for mobile apps
26	LocationIQ	C	—	—	1	2/4	#5 · reverse geocoding API for mobile apps
27	QGIS Server	D	—	—	1	1/4	#5 · self-hosted map server for geospatial applications
28	Situm	C	—	—	1	3/4	#5 · indoor mapping SDK for enterprise venues
29	Tile38	C	—	—	1	2/4	#5 · geofencing platform for mobile apps
30	Timefold	C	—	—	1	2/4	#5 · route optimization API for delivery fleets

+ 20 more ranked brands below the top 30.

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The 8 leaderboards behind this index

Method: brands are rolled up by homepage domain and ranked by #1 finishes, podiums, then board coverage across this industry's leaderboards — data updated 2026-07-19. All industries → · Source: modelsagree.com · CC BY 4.0