Best GIS Software - Page 2

How Many GIS Software Products Does G2 Track?

Total Products under this Category: 431

Category Stats (Sep 2026)

  • Average Rating: 4.3/5 (↑0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Smappen (+9.51%) - Among all products in this category, Smappen recorded the largest rating increase compared to last month

Last updated: September 26, 2026

How Does G2 Rank GIS Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 8,200+ Authentic Reviews
  • 431+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for GIS Software

G2 Grid® for GIS Software plotting products by satisfaction and market presence

Highlighted products: Google Earth Pro, Google Maps Platform, Esri ArcGIS, AutoCAD, DroneDeploy, Maptitude, Mapme, and Octave Imagine.

Underlying data: [Grid® JSON](https://www.g2.com/categories/gis/grids.json?focus%5B%5D=google-earth-pro&focus%5B%5D=google-maps-platform&focus%5B%5D=esri-arcgis&focus%5B%5D=autocad&focus%5B%5D=dronedeploy&focus%5B%5D=maptitude&focus%5B%5D=mapme&focus%5B%5D=octave-imagine)

Fulcrum

Fulcrum is the Field Operations Management platform field organizations use to run, record, and close out their work. Almost 3,000 companies run on Fulcrum, including electric, gas, water, and wastewater utilities and the engineering, construction, and inspection firms that serve them. Built specifically for the challenges of field teams, Fulcrum automates workflows, captures real-time location data, and integrates seamlessly with GIS and other systems to ensure a continuous, accurate flow of information before, during, and after inspections. From utilities to construction, Fulcrum supports diverse industries by offering customizable workflows that adapt to evolving field conditions. Running the whole job in one platform improves data quality at the source, builds safety into the work itself, and drives field efficiency by cutting rework and repeat trips. Non-technical users can quickly build field apps, while enterprise clients enjoy advanced scalability to manage even the most complex processes. Fulcrum’s AI-powered tools extend the platform beyond standard field operations management. Audio FastFill automatically populates forms using information captured from voice input, photos, and text, reducing manual entry in the field. Insights transforms field data into instant charts, graphs, and maps by answering plain-language questions in seconds. Teams build the workflows their jobs require and extend the platform using AI, with offline sync, geospatial data, security, and validation built in. And teams can also deploy custom AI models to support specialized workflows such as anomaly detection or vegetation management. Next, Fulcrum will introduce AI-driven photo recognition, followed by intelligent, in-the-moment guidance designed to assist field crews as they work. Organizations worldwide rely on Fulcrum to improve data accuracy, reduce operational inefficiencies, and drive digital transformation. By eliminating time-consuming manual processes, Fulcrum helps field teams work faster, smarter, and with greater confidence. Whether capturing inspection results, monitoring assets, or ensuring compliance, Fulcrum delivers the clarity and control needed to make better decisions in real time.

Average Rating: 4.6/5.0

Total Reviews: 246

How Do G2 Users Rate Fulcrum?

  • Data Capture: 8.9/10 (Category avg: 8.6/10)
  • Data Visualization: 8.0/10 (Category avg: 8.6/10)
  • Ease of Use: 9.1/10 (Category avg: 8.4/10)
  • Spatial Analysis: 10.0/10 (Category avg: 8.4/10)

Who Is the Company Behind Fulcrum?

  • Seller: Fulcrum
  • Company Website:
  • Year Founded: 2011
  • HQ Location: San Francisco, California, United States
  • Twitter: @fulcrumapp
    2,743 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    162 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Project Manager
  • Top Industries: Environmental Services, Utilities
  • Company Size: 52% Small, 30% Medium

What Do G2 Reviewers Say About Fulcrum?

AI-generated summary from verified user reviews

Pros
  • Users find Fulcrum very easy to navigate, appreciating its efficiency and ability to enhance productivity effortlessly.
  • Users find Fulcrum user-friendly, allowing easy app customization and a seamless experience for employees in the field.
  • Users appreciate the easy setup of Fulcrum, which enhances their workflow and data management during inspections.
  • Users value the excellent customer support of Fulcrum, ensuring quick assistance and smooth operations for their projects.
  • Users value the high customization options of Fulcrum, tailoring apps effortlessly to meet their business needs.
Cons
  • Users face challenges with editing after synchronization, limiting their ability to correct mistakes in Fulcrum.
  • Users find the limited features of Fulcrum hinder their ability to create complex forms and aggregated reports.
  • Users find Fulcrum's interface not user-friendly, facing challenges with navigation and report customization without coding skills.
  • Users express frustration over limited functionality and challenges in creating customized complex forms for client data aggregation.
  • Users find the form complexity in Fulcrum challenging, especially when customizing reports without coding knowledge.

What Are Recent G2 Reviews of Fulcrum?

What Are G2 Users Discussing About Fulcrum?

QGIS

QGIS is a free and open-source Geographic Information System (GIS) that enables users to visualize, edit, analyze, and publish geospatial information across various platforms, including Windows, macOS, and Linux. Designed to be accessible to both beginners and professionals, QGIS offers a comprehensive suite of tools for creating, managing, and sharing spatial data. Key Features and Functionality: - Map Creation and Design: QGIS provides an extensive set of cartographic design options, allowing users to craft detailed and aesthetically pleasing maps suitable for desktop, mobile, cloud, and print media. - Layer Editing: Users can create and edit points, lines, polygons, and meshes with precision, utilizing advanced construction tools that support curves, CAD-like functionalities, and a wide range of geometry transformations. - Data Processing and Analysis: The software includes a comprehensive array of analysis tools, enabling users to uncover insights from their data. It supports automated analysis workflows through visual combinations of tools, facilitating reproducible processes. - Data Sharing and Interoperability: QGIS supports various data sources and formats, ensuring seamless data integration. It adheres to industry standards, allowing users to explore, utilize, and create web services, and extends its capabilities to cloud and mobile platforms for broader accessibility. Primary Value and User Solutions: QGIS empowers users by providing robust spatial visualization and decision-making tools without the constraints of proprietary software. Its open-source nature ensures continuous development and community-driven enhancements, making it a cost-effective solution for organizations and individuals requiring advanced GIS capabilities. By supporting a wide range of data formats and offering extensive customization through plugins, QGIS addresses the diverse needs of its users, facilitating efficient data management, analysis, and dissemination.

Average Rating: 4.5/5.0

Total Reviews: 147

How Do G2 Users Rate QGIS?

  • Data Capture: 9.1/10 (Category avg: 8.6/10)
  • Data Visualization: 8.8/10 (Category avg: 8.6/10)
  • Ease of Use: 8.1/10 (Category avg: 8.4/10)
  • Spatial Analysis: 8.9/10 (Category avg: 8.4/10)

Who Is the Company Behind QGIS?

  • Seller: QGIS
  • Year Founded: 2016
  • HQ Location: Linkoping, Ostergotland
  • Twitter: @qgis
    63,324 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Civil Engineering, Information Technology and Services
  • Company Size: 45% Small, 28% Large

What Do G2 Reviewers Say About QGIS?

AI-generated summary from verified user reviews

Pros
  • Users admire the excellent customization options in QGIS, allowing tailored experiences for diverse skill levels and needs.
  • Users appreciate the user-friendly interface of QGIS, allowing easy navigation and quick access to powerful geospatial features.
  • Users appreciate the excellent service of QGIS, enjoying robust support from a collaborative community and extensive resources.
  • Users appreciate the flexibility and powerful geospatial capabilities of QGIS, making it suitable for all skill levels.
  • Users love the free and open-source access of QGIS, making powerful GIS tools available to everyone.
Cons
  • Users report stability issues with QGIS, particularly when handling large datasets or using certain plugins.
  • Users find feature limitations in QGIS, especially regarding its usability and performance with large datasets.
  • Users highlight a steep learning curve for advanced features in QGIS, requiring significant time and effort to master.
  • Users often experience slow loading and performance issues with large datasets, affecting overall usability in QGIS.
  • Users report accuracy issues in QGIS, highlighting problems with reliability and data representation during various processes.

What Are Recent G2 Reviews of QGIS?

What Are G2 Users Discussing About QGIS?

ArcGIS Online

Connect people, locations, and data using interactive maps created with ArcGIS Online. Quickly create maps by dropping in your spreadsheet and mashing it up with other location data included in ArcGIS Online. Apply Smart Mapping styles to make your data visually stunning and use intuitive analysis tools to deliver location intelligence. Add valuable context to your data by combining it with Esri’s demographic and lifestyle data. Work collaboratively with your colleagues to build maps and apps. Instantly share your maps and apps with anyone, anywhere. Thousands of organizations and millions of users have proven ArcGIS Online to be a scalable and secure software-as-a-service hosted by Esri.

Average Rating: 4.5/5.0

Total Reviews: 174

How Do G2 Users Rate ArcGIS Online?

  • Data Capture: 8.3/10 (Category avg: 8.6/10)
  • Data Visualization: 8.8/10 (Category avg: 8.6/10)
  • Ease of Use: 8.4/10 (Category avg: 8.4/10)
  • Spatial Analysis: 8.5/10 (Category avg: 8.4/10)

Who Is the Company Behind ArcGIS Online?

  • Seller: Esri
  • Year Founded: 1969
  • HQ Location: Redlands, CA
  • Twitter: @Esri
    188,738 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7,396 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: GIS Analyst, GIS Specialist
  • Top Industries: Government Administration, Civil Engineering
  • Company Size: 40% Medium, 32% Large

What Do G2 Reviewers Say About ArcGIS Online?

AI-generated summary from verified user reviews

Pros
  • Users find ArcGIS Online's tools to be easy to use, enabling timely project delivery and efficient data visualization.
  • Users enjoy the collaborative features of ArcGIS Online, effectively sharing datasets within the ESRI community.
  • Users value the robust data management capabilities of ArcGIS Online, gaining access to extensive visualizations and valuable datasets.
  • Users appreciate the user-friendly interface of ArcGIS Online, enhancing ease of implementation for their tasks.
  • Users enjoy the easy implementation of ArcGIS Online, making their tasks more efficient and manageable.
Cons
  • Users are frustrated by the high costs associated with ArcGIS Online, impacting its overall value and accessibility.
  • Users are frustrated with the expensive subscription fees of ArcGIS Online, limiting their usage despite enjoying the features.
  • Users note the high system requirements of ArcGIS Online can hinder effective analytical and modeling capabilities.
  • Users feel the learning curve for comprehensive analysis is steep, requiring extensive software knowledge and processing power.
  • Users experience delayed customer support, leading to frustration and slower issue resolution with ArcGIS Online.

What Are Recent G2 Reviews of ArcGIS Online?

What Are G2 Users Discussing About ArcGIS Online?

Mergin Maps

Mergin Maps is a field data collection tool built on the free and open-source QGIS which allows you to collect, store and synchronise your data with your team. It removes the pain of writing down paper notes, georeferencing photos and transcribing GPS coordinates. With Mergin Maps, you can get your QGIS projects into the mobile app, collect data and synchronise it back on the server. Setting up your project with Mergin Maps only takes a few minutes. First, create your survey project in QGIS, then connect it to Mergin Maps with a plugin and synchronise it with the mobile app to start collecting in the field. The data you capture in the field survey is shown on a map and can be exported to a wide variety of formats including CSV, Microsoft Excel, ESRI Shapefile, Mapinfo, GeoPackage, PostGIS, AutoCAD DXF, and KML. Mergin Maps allows you to do live position tracking, fill out survey forms and capture and edit points, lines or polygons. You can also connect external GPS/GNSS devices via Bluetooth for high-precision surveying. Map layers look the same as in QGIS desktop so you can set your layer symbology how you want it on the desktop and it will appear that way on your mobile device. Mergin Maps supports offline field data capture for situations where a data connection is unavailable. It can be configured to use either offline or web-based background maps and contextual layers. Perks of the Mergin Maps sync system: - No need for cables to get your data on/off your device - Share projects with others for collaborative working, even offline - Updates from different surveyors are intelligently merged - Push data back from the field in real time - Version history and cloud-based backup - Fine-grained access control - Record metadata such as EXIF, GPS and external GNSS device information - Sync with your PostGIS datasets and external media storage such as S3 and MinIO Supported field types for forms are: - Text (single or multi-line) - Numeric (plain, with +/- buttons or with slider) - Date / time (with calendar picker) - Photo - Checkbox (yes/no values) - Drop-down with predefined values - Drop-down with values from another table

Average Rating: 4.7/5.0

Total Reviews: 34

How Do G2 Users Rate Mergin Maps?

  • Data Capture: 9.2/10 (Category avg: 8.6/10)
  • Data Visualization: 7.6/10 (Category avg: 8.6/10)
  • Ease of Use: 8.8/10 (Category avg: 8.4/10)
  • Spatial Analysis: 7.7/10 (Category avg: 8.4/10)

Who Is the Company Behind Mergin Maps?

Who Uses This Product?

  • Top Industries: Environmental Services
  • Company Size: 71% Small, 29% Medium

What Do G2 Reviewers Say About Mergin Maps?

AI-generated summary from verified user reviews

Pros
  • Users commend the ease of use of Mergin Maps, appreciating its intuitive interface and minimal training requirements.
  • Users value the user-friendly interface of Mergin Maps, making data collection and analysis straightforward and efficient.
  • Users value the easy integration with QGIS, enhancing their field data collection experience significantly.
  • Users enjoy the user-friendly mapping features of Mergin Maps, facilitating efficient data collection and visualization.
  • Users commend the responsive and helpful customer support from Mergin Maps, enhancing their overall experience.
Cons
  • Users face integration issues that require additional training and adjustments for compatibility with existing systems.
  • Users find the learning curve steep due to limited familiarity in the industry, necessitating additional training.
  • Users find the DB sync setup overly complex, particularly due to the requirement for an API to access cloud data.
  • Users face slow support response times, particularly concerning urgent issues like data access and subscription complications.
  • Users face storage limitations on the free plan, which can hinder the use of larger datasets in Mergin Maps.

What Are Recent G2 Reviews of Mergin Maps?

Living Atlas of the World

Living Atlas of the World is the foremost collection of global geographic information from Esri and its partners, including maps, apps, and data layers used to support critical decision making.

Average Rating: 4.2/5.0

Total Reviews: 10

How Do G2 Users Rate Living Atlas of the World?

  • Data Capture: 7.7/10 (Category avg: 8.6/10)
  • Data Visualization: 8.6/10 (Category avg: 8.6/10)
  • Ease of Use: 8.0/10 (Category avg: 8.4/10)
  • Spatial Analysis: 8.3/10 (Category avg: 8.4/10)

Who Is the Company Behind Living Atlas of the World?

  • Seller: Esri
  • Year Founded: 1969
  • HQ Location: Redlands, CA
  • Twitter: @Esri
    188,738 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7,396 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 40% Small, 30% Large

What Do G2 Reviewers Say About Living Atlas of the World?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the comprehensive data available in Living Atlas of the World, simplifying access to global geographic information.
Cons
  • Users find mapping issues frustrating, as specific data can be hard to locate without precise knowledge.

What Are Recent G2 Reviews of Living Atlas of the World?

What Are G2 Users Discussing About Living Atlas of the World?

Mapbox

Mapbox is the live location platform preferred by over 4 million developers. Mapbox provides precise location data and flexible developer tools that equip any business to add geospatial features to their applications and enhance operations with location intelligence. Customers span automotive, logistics, business intelligence, retail, travel, data visualization, consumer apps, weather, IoT, geospatial analysis, and beyond. With the leading map rendering technology for web and mobile, Mapbox is known for providing highly performant, customizable, reliable, and scalable location services trusted by developers, companies, and business leaders. Mapbox services include global map data, real-time traffic, geocoding and address search, and routing and directions for navigation. Build with Mapbox via APIs, code libraries, SDKs, and comprehensive developer documentation. Designed for businesses of all sizes, Mapbox is free to start building with and pricing is based on monthly usage, no upfront licenses or contracts required. Mapbox is a global team of 700+ with offices in Washington D.C., Helsinki, and Tokyo. Mapbox was founded in 2010. Today, Mapbox powers the location intelligence of platforms, apps, and brands around the world.

Average Rating: 4.3/5.0

Total Reviews: 41

How Do G2 Users Rate Mapbox?

  • Data Capture: 9.0/10 (Category avg: 8.6/10)
  • Data Visualization: 9.2/10 (Category avg: 8.6/10)
  • Ease of Use: 8.4/10 (Category avg: 8.4/10)
  • Spatial Analysis: 8.3/10 (Category avg: 8.4/10)

Who Is the Company Behind Mapbox?

  • Seller: Mapbox
  • Year Founded: 2011
  • HQ Location: Washington D.C.
  • Twitter: @Mapbox
    76,538 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    956 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 66% Small, 20% Medium

What Are Recent G2 Reviews of Mapbox?

MapBusinessOnline

MapBusinessOnline is a mapping software for business intelligence. Thousands of businesses choose MapBusinessOnline to generate insightful maps, manage territories, perform market analysis, optimize logistics, and more. Designed for general business users, it addresses all business mapping needs in one easy-to-use application. MapBusinessOnline contains commercial-grade data, including ZIP codes, street-level maps, demographic data, and business listings. Capable of handling small and large datasets, MapBusinessOnline is a proven solution for increasing business efficiency. Choose from three location-based mapping product options: MapBusinessOnline Pro for advanced territory management, driving time, and distances queries, and for maximum demographic analysis capabilities. MapBusinessOnline Standard for affordable territory management and excellent map visualizations. MapBusinessOnline Starter for beginners and basic map visualizations. All advanced products include the features of lower-priced options.

Average Rating: 4.5/5.0

Total Reviews: 52

How Do G2 Users Rate MapBusinessOnline?

  • Data Capture: 8.1/10 (Category avg: 8.6/10)
  • Data Visualization: 8.1/10 (Category avg: 8.6/10)
  • Ease of Use: 8.4/10 (Category avg: 8.4/10)
  • Spatial Analysis: 8.5/10 (Category avg: 8.4/10)

Who Is the Company Behind MapBusinessOnline?

  • Seller: SpatialTEQ Inc.
  • Year Founded: 1996
  • HQ Location: Cornish, ME
  • Twitter: @MapBusinessLive
    508 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Manufacturing
  • Company Size: 46% Medium, 40% Small

What Do G2 Reviewers Say About MapBusinessOnline?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of MapBusinessOnline, highlighting its simple setup and intuitive functionality.
  • Users value the mapping features of MapBusinessOnline for insightful data visualization and regional management.
  • Users value the easy integrations of MapBusinessOnline, enabling seamless setup and efficient updates for their teams.
  • Users value the comprehensive features of MapBusinessOnline, enhancing their ability to manage and visualize company territories effectively.
  • Users value the comprehensive features of MapBusinessOnline, enhancing their ability to visualize data and make informed decisions.
Cons
  • Users face a steep learning curve with MapBusinessOnline, needing time and resources to fully understand its features.
  • Users note a learning difficulty with MapBusinessOnline, often requiring extensive time and resources to master its features.
  • Users face big data issues with limits that can max out quickly, requiring regular maintenance and caution.
  • Users find data issues problematic, noting limits can max out quickly without regular maintenance, causing inconvenience.
  • Users find data management time-consuming, often needing to create and format multiple data files for each map.

What Are Recent G2 Reviews of MapBusinessOnline?

What Are G2 Users Discussing About MapBusinessOnline?

ArcGIS Enterprise

Manage, map, analyze, and share Geographic Information Systems (GIS) data with ArcGIS Enterprise, the complete geospatial system that powers your data-driven decisions. ArcGIS Enterprise gives you a secure, browser-based mapping and analytics platform that leverages Esri’s powerful technology and extends your capabilities in the areas of real-time, big data, imagery, and more.

Average Rating: 4.4/5.0

Total Reviews: 62

How Do G2 Users Rate ArcGIS Enterprise?

  • Data Capture: 8.5/10 (Category avg: 8.6/10)
  • Data Visualization: 8.7/10 (Category avg: 8.6/10)
  • Ease of Use: 7.9/10 (Category avg: 8.4/10)
  • Spatial Analysis: 8.9/10 (Category avg: 8.4/10)

Who Is the Company Behind ArcGIS Enterprise?

  • Seller: Esri
  • Year Founded: 1969
  • HQ Location: Redlands, CA
  • Twitter: @Esri
    188,738 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7,396 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Government Administration, Information Technology and Services
  • Company Size: 51% Medium, 27% Large

What Do G2 Reviewers Say About ArcGIS Enterprise?

AI-generated summary from verified user reviews

Pros
  • Users value the advanced analytical tools in ArcGIS Enterprise, enhancing their data analysis and decision-making capabilities.
  • Users value the collaborative features of ArcGIS Enterprise, enhancing teamwork and data sharing for effective decision-making.
  • Users value the user-friendly content creation of ArcGIS Enterprise, enhancing accessibility for all skill levels.
  • Users appreciate the user-friendly interface of ArcGIS Enterprise, making it accessible for all skill levels.
  • Users value the seamless integration features of ArcGIS Enterprise, enhancing workflow efficiency and collaboration with Esri products.
Cons
  • Users highlight dependency issues with ArcGIS Enterprise, particularly regarding internet connectivity and flexibility compared to desktop alternatives.
  • Users find ArcGIS Enterprise to be expensive, leading to concerns about its overall value compared to alternatives.
  • Users often struggle with the steep learning curve of ArcGIS Enterprise, making it challenging for novices to adapt.
  • Users experience sporadic performance issues with ArcGIS Enterprise, which can detract from its otherwise comprehensive functionality.

What Are Recent G2 Reviews of ArcGIS Enterprise?

CARTO

CARTO is the leading Agentic GIS platform. Unlike other GIS systems, CARTO removes data fragmentation and technical bottlenecks by letting you build AI Agents, geospatial workflows, and interactive maps directly inside your cloud data warehouse or lakehouse. With CARTO for Agents, those same capabilities extend into the agentic platforms your teams already use, so spatial analysis and reports run at scale without manual effort. Every team gets Location Intelligence that lives inside your existing, governed cloud infrastructure, and powers use cases like network planning, risk assessments, and identifying growth opportunities. 100% CLOUD-NATIVE: YOUR DATA NEVER MOVES CARTO runs natively on top of the cloud data warehouse you already use, including Google BigQuery, Snowflake, Amazon Redshift, Databricks, Oracle, and PostgreSQL. Every action, from querying a table to running an AI Agent, happens inside your warehouse. There is no data replication, no separate spatial database to maintain, and no ETL to move geospatial data in and out. Many platforms claim to be cloud-native but still ask you to copy or process data externally. CARTO operates where your data already lives. AGENTIC GIS: TWO WAYS TO PUT AI AGENTS TO WORK CARTO AI Agents bring conversational spatial analysis to business users inside CARTO Builder maps and deck.gl applications. Users ask questions in plain language and get back answers, maps, and analysis, without waiting on a specialist. CARTO for Agents brings the platform into the agentic tools your teams already work in, including Claude, ChatGPT, Gemini, Microsoft Copilot, and Snowflake Cortex, plus coding agents such as Claude Code, Codex, Cursor, and Gemini CLI. It is built on the open Agent Skills and Model Context Protocol (MCP) standards, and delivered through the CARTO MCP Server, the CARTO CLI, and CARTO Agent Skills. There is no lock-in to a single agent stack. The platform is model-agnostic. You use your own approved LLMs and endpoints, so your data never has to move into a vendor's AI environment. Because agents call versioned CARTO Workflows rather than generating one-off SQL, results are deterministic and any analyst can open the workflow and see exactly how an answer was produced. WHAT YOU CAN BUILD CARTO Builder: interactive maps, dashboards, and map-based applications with no code required, including maps with AI Agents built in. CARTO Workflows: hundreds of low-code, drag-and-drop components for spatial analysis and data preparation. Workflows can be scheduled, versioned, and published as MCP Tools for AI Agents to call. Analytics Toolbox: advanced spatial SQL functions installed and run natively in your data warehouse, covering Spatial Indexes such as H3 and Quadbin, clustering, statistics, routing, and spatial data science. Data Observatory: public and premium spatial datasets, including demographics, mobility, points of interest, and environmental data, delivered straight into your warehouse. CARTO for Developers: deck.gl based libraries, APIs, and templates for building custom geospatial applications at any data volume. Integrations: QGIS plugin, embedding in BI tools, and connections across your wider cloud and AI stack.

Average Rating: 4.5/5.0

Total Reviews: 64

How Do G2 Users Rate CARTO?

  • Data Capture: 8.3/10 (Category avg: 8.6/10)
  • Data Visualization: 8.3/10 (Category avg: 8.6/10)
  • Ease of Use: 8.7/10 (Category avg: 8.4/10)
  • Spatial Analysis: 8.3/10 (Category avg: 8.4/10)

Who Is the Company Behind CARTO?

  • Seller: CartoDB
  • Year Founded: 2012
  • HQ Location: New York, NY
  • Twitter: @CARTO
    31,099 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    343 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Telecommunications, Information Technology and Services
  • Company Size: 47% Small, 31% Large

What Do G2 Reviewers Say About CARTO?

AI-generated summary from verified user reviews

Pros
  • Users commend the ease of use of CARTO, making map creation and data visualization intuitive and efficient.
  • Users love the easy and intuitive map creation with CARTO, enhancing their ability to visualize complex data.
  • Users highlight the user-friendly 3D visualization capabilities of CARTO, making complex data easy to interpret and share.
  • Users value the powerful and user-friendly data visualization tools of CARTO, enhancing their ability to share insights effortlessly.
  • Users value the powerful and intuitive visualization capabilities of CARTO, enhancing their data-driven decision-making processes.
Cons
  • Users face challenges with big data issues, as advanced features require SQL knowledge and performance may lag with large datasets.
  • Users find the customization difficult, often needing SQL skills or workarounds for advanced features.
  • Users find the limited customization options of CARTO frustrating, often needing SQL knowledge for advanced features.
  • Users experience slow loading times when CARTO handles large datasets, impacting their overall efficiency.
  • Users report that CARTO can be slow when handling large datasets, impacting overall user experience and efficiency.

What Are Recent G2 Reviews of CARTO?

What Are G2 Users Discussing About CARTO?

Bing Maps API

Bing Maps provides multiple API options for your application including an AJAX control, a Windows Store apps control, a WPF control etc.

Average Rating: 4.4/5.0

Total Reviews: 12

How Do G2 Users Rate Bing Maps API?

  • Data Capture: 7.5/10 (Category avg: 8.6/10)
  • Data Visualization: 10.0/10 (Category avg: 8.6/10)
  • Ease of Use: 8.9/10 (Category avg: 8.4/10)
  • Spatial Analysis: 10.0/10 (Category avg: 8.4/10)

Who Is the Company Behind Bing Maps API?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • Twitter: @microsoft
    13,091,739 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    232,750 employees on LinkedIn®
  • Ownership: MSFT

Who Uses This Product?

  • Company Size: 42% Medium, 33% Large

What Are Recent G2 Reviews of Bing Maps API?

What Are G2 Users Discussing About Bing Maps API?

Azure Maps

Azure Maps provides developers from all industries, powerful geospatial capabilities, packed with fresh mapping data necessary to provide geographic context to web and mobile applications.

Average Rating: 4.1/5.0

Total Reviews: 12

How Do G2 Users Rate Azure Maps?

  • Data Capture: 8.3/10 (Category avg: 8.6/10)
  • Data Visualization: 8.8/10 (Category avg: 8.6/10)
  • Ease of Use: 8.3/10 (Category avg: 8.4/10)
  • Spatial Analysis: 8.8/10 (Category avg: 8.4/10)

Who Is the Company Behind Azure Maps?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • Twitter: @microsoft
    13,091,739 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    232,750 employees on LinkedIn®
  • Ownership: MSFT

Who Uses This Product?

  • Company Size: 50% Large, 50% Small

What Are Recent G2 Reviews of Azure Maps?

ArcGIS Earth

ArcGIS Earth is a simple, lightweight, easy-to-use desktop application that allows you to display and explore a variety of 3D and 2D map data for any part of the world.

Average Rating: 4.3/5.0

Total Reviews: 28

How Do G2 Users Rate ArcGIS Earth?

  • Data Capture: 8.6/10 (Category avg: 8.6/10)
  • Data Visualization: 9.2/10 (Category avg: 8.6/10)
  • Ease of Use: 8.3/10 (Category avg: 8.4/10)
  • Spatial Analysis: 9.3/10 (Category avg: 8.4/10)

Who Is the Company Behind ArcGIS Earth?

  • Seller: Esri
  • Year Founded: 1969
  • HQ Location: Redlands, CA
  • Twitter: @Esri
    188,738 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    7,396 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Government Administration
  • Company Size: 52% Medium, 41% Small

What Are Recent G2 Reviews of ArcGIS Earth?

Scribble Maps

Trusted for over 15 years by hobbyists and professionals, Scribble Maps offers an intuitive online platform for web mapping and data visualization. Users can annotate maps, plot territories, filter and analyze data, optimize routes, and more—all with a low learning curve that makes map creation accessible to every level of an organization. Founded in 2009, Scribble Maps has been continuously refined through direct user feedback. Our team portal lets teams collaborate and work together on maps and with a host of exporting options, Scribble Maps can integrate with existing work flows to bring geospatial capability to your entire organization.

Average Rating: 4.6/5.0

Total Reviews: 195

How Do G2 Users Rate Scribble Maps?

  • Data Capture: 9.2/10 (Category avg: 8.6/10)
  • Data Visualization: 9.5/10 (Category avg: 8.6/10)
  • Ease of Use: 9.0/10 (Category avg: 8.4/10)
  • Spatial Analysis: 8.9/10 (Category avg: 8.4/10)

Who Is the Company Behind Scribble Maps?

  • Seller: Scribble Maps
  • Company Website:
  • Year Founded: 2009
  • HQ Location: Walnut, California
  • Twitter: @scribblemaps
    4,106 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Construction, Real Estate
  • Company Size: 70% Small, 24% Medium

What Do G2 Reviewers Say About Scribble Maps?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Scribble Maps, enabling quick map creation without prior training or expertise.
  • Users appreciate the intuitive mapping features of Scribble Maps, enabling easy customization and effective communication for projects.
  • Users appreciate the intuitive interface of Scribble Maps, enabling effortless map creation and sharing without prior expertise.
  • Users appreciate the intuitive interface of Scribble Maps, enabling effortless map personalization and easy sharing of information.
  • Users appreciate the intuitive design quality of Scribble Maps, enabling quick and easy customization for diverse mapping needs.
Cons
  • Users find the limited customization options of Scribble Maps can lead to cluttered interfaces and inefficiency in managing projects.
  • Users experience lag and cluttered maps when adding many elements, making navigation and organization challenging.
  • Users find that app bugs lead to a disorganized interface in Scribble Maps, making navigation difficult with too many markers.
  • Users find customization difficult, especially when handling large projects that require precise tools and easier CAD integration.
  • Users experience feature limitations with Scribble Maps, noting lag and a desire for more creative options.

What Are Recent G2 Reviews of Scribble Maps?

What Are G2 Users Discussing About Scribble Maps?

Geoapify

The Geoapify Location Platform offers maps, APIs, and location services that help to build custom location-aware applications. Using our vector and raster map tiles, geocoding, routing and route optimization, isoline, and other APIs will allow you to develop beautiful and smart solutions for your business.

Average Rating: 4.8/5.0

Total Reviews: 19

How Do G2 Users Rate Geoapify?

  • Data Capture: 9.4/10 (Category avg: 8.6/10)
  • Data Visualization: 9.0/10 (Category avg: 8.6/10)
  • Ease of Use: 9.4/10 (Category avg: 8.4/10)
  • Spatial Analysis: 10.0/10 (Category avg: 8.4/10)

Who Is the Company Behind Geoapify?

  • Seller: Geoapify
  • Year Founded: 2019
  • HQ Location: Mering, Bayern 86415, DE
  • Twitter: @geoapify
    243 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 58% Small, 21% Large

What Do G2 Reviewers Say About Geoapify?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Geoapify, enjoying its straightforward setup and accessible interface.
  • Users appreciate the uncomplicated address retrieval from coordinates, making their workflow efficient and straightforward.
  • Users appreciate the data accuracy of Geoapify, enhancing effectiveness in creating precise sales lists and mapping solutions.
  • Users commend Geoapify for its easy implementation, allowing for a straightforward setup and efficient usage right away.
  • Users appreciate the quick and easy learning of Geoapify, enjoying its straightforward setup and instant access.
Cons
  • Users faced issues locating some addresses, although the majority were geocoded successfully despite dataset errors.

What Are Recent G2 Reviews of Geoapify?

What Are G2 Users Discussing About Geoapify?

Loqate

GBG Loqate offers a suite of global Address Verification solutions to capture, verify and enrich customer data to eliminate friction, improve data quality, reduce fraud and enhance customer experience. GBG Loqate is trusted by over 20,000 top brands like IBM, Mastercard, ASOS, Oracle and Sephora for global data coverage that delivers local precision, even in hard-to-address markets. GBG Loqate's Address Capture revolutionises address lookup with intuitive suggestions, verified address data, and auto-correction to ensure data accuracy at the point of entry. Address Verify corrects, parses, formats and enriches address data; offering unmatched precision across 250 countries & territories with local address format customisation. Our AI parsing technology significantly improves address match rates & uplift capability. Additionally, GBG Loqate's Phone & Email Validation safeguards data integrity with real-time verification, minimising errors and potential fraudulent activity. GBG Loqate's Store Finder allows your customers to quickly find physical locations anywhere across the globe. GBG Loqate is the world’s leading address verification provider, helping you reach customers the first time, every time.

Average Rating: 4.4/5.0

Total Reviews: 46

How Do G2 Users Rate Loqate?

  • Ease of Use: 8.8/10 (Category avg: 8.4/10)

Who Is the Company Behind Loqate?

  • Seller: GBG
  • Company Website:
  • Year Founded: 1989
  • HQ Location: Chester, United Kingdom
  • Twitter: @GBGplc
    3,058 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,377 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 54% Small, 33% Medium

What Do G2 Reviewers Say About Loqate?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use in Loqate beneficial for quickly filling in details with helpful suggestions.
  • Users value the reliable and accurate address verification from Loqate, enhancing data quality and minimizing delivery errors.
  • Users commend Loqate for its reliable and accurate address verification, significantly reducing shipping errors and enhancing data quality.
  • Users praise the excellent customer support from Loqate, contributing to an overall positive implementation experience.
  • Users value the reliable and accurate address verification of Loqate, enhancing data quality and reducing errors.
Cons
  • Users note the expensive pricing of Loqate, making it less accessible for smaller businesses.
  • Users find the high cost of Loqate challenging, especially for smaller businesses needing budget-friendly options.
  • Users report geographical limitations with Loqate, noting its range is not as extensive as competitors like Google.
  • Users face integration issues with Loqate, finding it less straightforward compared to other platforms like Google.
  • Users find the address range sub par compared to competitors and lack support for taxation is disappointing.

What Are Recent G2 Reviews of Loqate?

What Are G2 Users Discussing About Loqate?

Daniel Rivera
DR
Researched and written by Daniel Rivera
Updated March 4, 2025