Ranking September 2026
What are the top 25 spatial data analysis tools in September 2026?

The RankmyAI Spatial Data Analysis Ranking presents the top 25 AI tools from our Overall ranking in September 2026 focusing on spatial data analysis.

 

Spatial data analysis tools leverage artificial intelligence to interpret, visualize, and extract patterns from geospatial or location-based data. These AI geospatial services are commonly used in fields such as urban planning, environmental monitoring, transportation, and disaster response. They assist professionals in identifying geographic trends, optimizing spatial operations, and supporting decision-making processes based on location-specific insights.

 

The green up and red down arrows indicate how many positions a tool has increased or decreased compared to the previous month's ranking. A grey dash means the tool's position has remained unchanged.

Top 25 out of
51
1
Mapbox
Mapbox provides a location platform with cloud-based APIs, SDKs, and data services for maps, navigation, and place and address search. It also offers custom map rendering, geocoding, routing, navigation, traffic and movement data, and self-hosted map deployment.
N/A
unknown
United States
2
Nearmap
Nearmap provides property intelligence built on its own high-resolution aerial imagery, proprietary AI analytics, and building materials pricing data. It also offers 3D content, AI-derived property layers, and workflow applications such as MapBrowser, Betterview, and itel Pricing.
N/A
unknown
Australia
3
Rerun
Rerun offers powerful visualization for spatial and embodied AI with open source log handling, simplifying data ingestion and analysis. It supports multimodal data and integrates easily with existing workflows for efficient data management and debugging.
-1
unknown
Sweden
4
Kili Technology
Kili Technology provides scalable data annotation tools that enhance the quality and accuracy of machine learning training data for various domains. Its solutions enable developers to manage high-quality data and streamline AI projects.
-3
freemium
France
5
4M
4M Analytics provides a Utility AI platform that compiles public utility records into a single map for planning, design, and pre-construction. It also offers access to utility line and owner data, above-ground object detection, and export to GIS and CAD formats.
N/A
unknown
United States
6
Blackshark
Blackshark.ai converts satellite, aerial, drone, and sensor imagery into structured world models and simulation-ready 3D environments for mapping, disaster response, digital twins, and physical AI training at planetary scale.
-3
paid
Austria
7
CARTO
CARTO provides a cloud-native location intelligence and GIS platform for spatial analysis, visualization, and app development directly within cloud data warehouses. It also offers AI Agents and an MCP Server that enable AI assistants to build maps, run geospatial workflows, and query governed data.
N/A
paid
United States
8
Eagleview One
Eagleview provides high-resolution aerial imagery, 3D property measurements, and property data analytics for insurance, roofing, construction, government, solar, utilities, and real estate. It also offers Eagleview Horizon, an agentic AI engine that combines aerial imagery, property intelligence, weather, and third-party data for property assessment.
N/A
paid
United States
9
Atlasai
Atlas AI provides a geospatial AI platform that maps construction, infrastructure, land use, and population change and forecasts their impact on networks, investments, and programs. It also offers Pulse, a subscription monitoring service, and Foresight, a predictive modeling platform, both running on the Aperture GeoAI engine.
N/A
unknown
United States
10
Narrative
Narrative offers a data collaboration platform that leverages AI for advanced analytics, enhancing data interoperability and efficiency. It serves businesses of all sizes, providing tools for data monetization, cleanroom management, and identity resolution.
-4
paid
United States
11
Atlas
Atlas is a cloud GIS platform that helps teams build map-based apps, analyze spatial data, and automate location workflows with no-code tools and new agentic AI capabilities.
-7
freemium
Norway
12
EEMovel
EEmovel is a Brazilian DataTech specializing in data-driven solutions for agribusiness and real estate. Its product suite includes EEmovel Agro for agrimarket intelligence, Brokers for property sourcing and CRM, Location for retail site selection, and Valuation for asset appraisal and portfolio management. The platforms deliver geolocated, granular data and analytics to help companies identify opportunities, manage pipelines, and make faster, more accurate decisions.
-7
unknown
Brazil
13
Traveltime
TravelTime provides APIs and plugins that calculate multi-modal journey times and reachable areas for driving, public transport, cycling, and walking. It also serves businesses in real estate, public sector, logistics, and urban planning with location search, spatial analysis, and AI use cases.
N/A
freemium
United Kingdom
14
FlyPix AI
FlyPix's platform uses advanced AI to quickly analyze geospatial images for various industries, enabling efficient object identification and geospatial data processing with customizable AI models.
-7
paid
Germany
15
Highcharts
Highcharts is a developer-focused data visualization platform for building interactive charts and dashboards across web and mobile apps. It offers strong customization, accessibility support, framework integrations, and emerging AI-assisted dashboard creation to speed implementation and insight discovery.
-7
unknown
Norway
16
Gramener
Gramener provides custom data and AI solutions, leveraging advanced analytics and design principles to solve complex business problems with actionable insights and compelling data stories.
-7
unknown
United States
17
Distancematrix.ai
DistanceMatrix.ai provides APIs for computing distance and travel time with real-time traffic updates, supporting logistics, transportation, and geocoding needs with high accuracy and global coverage.
-7
freemium
Ukraine
18
Sovereign Intelligence
Aurora is an advanced Intelligence-as-a-Service platform transforming decision-making through comprehensive data analytics, AI-driven insights, and intuitive multi-dimensional visualizations.
-7
unknown
United States
19
Doorstep AI
doorstep.ai provides precise dropoff location information using patent-pending sensor fusion algorithms, enhancing delivery accuracy and reducing support costs without additional hardware.
-7
unknown
United States
20
DataSense
Mind Webs Ventures builds AI-driven data analytics platforms, including DataSense, which connects business and public data to surface signals, risks, and bottlenecks across domains such as climate and infrastructure. It also offers Cliko for link management, Clover LMS, and Clover Research for research management.
N/A
freemium
India
21
Insight360.ai
Insight360.ai provides AI-driven military intelligence solutions, specializing in geospatial, imagery, and signals intelligence to enhance operational planning and decision-making for military entities.
-3
unknown
India
22
Dista
Dista is an AI-enabled location intelligence platform that optimizes field operations and enhances business processes through location-first contextual insights, serving industries like finance, retail, and logistics.
-7
unknown
India
23
Moon Trades Technologies
Moon Trades offers an AI-powered SaaS that analyzes geospatial data to predict high-probability drilling zones, helping mining companies de-risk exploration and cut costs. The platform lets users upload terrain data, run proprietary ML analyses, and receive actionable insights. The technology is being developed with adaptability for future space resource discovery.
-9
unknown
Canada
24
Geronimo.AI
Geronimo.AI enhances the quality of geographical data and simplifies monitoring for agricultural policy compliance using Geo AI. Trusted by over 70 governments, it focuses on data precision and efficient processing.
-7
paid
Netherlands
25
Geomatico
Geomatico is a cooperative specializing in open-source geospatial solutions. They help public and private organizations manage and analyze spatiotemporal data, build custom web GIS applications, and publish maps and services using tools like PostGIS, QGIS, GeoServer, Leaflet, and Mapbox. Their work spans mobility, transportation, and environmental projects, including real-time transit visualization and tailored GIS training.
-9
unknown
Spain
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Disclaimer

The RankmyAI Spatial Data Analysis Ranking is derived from our Overall ranking, which measures the popularity of AI tools based on three key metrics: website traffic, reviews, and investments. The Overall ranking is calculated as the weighted average of the individual rankings for each of these metrics (for more details, see our Methodology page).

Not all AI tools in this ranking are exclusively focused on spatial data analysis, as AI tools and companies often provide multiple services beyond this specific application. This ranking does not assess or indicate the quality, effectiveness, or reliability of the listed AI tools. It is solely based on popularity metrics and should not be interpreted as an endorsement or evaluation of their performance.

You are free to use and distribute our ranking, provided that RankmyAI is properly cited as the source (see our Copyright page).

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