# Top Free Location Intelligence Software

## How Many Location Intelligence Software Products Does G2 Track?

**Total Products under this Category:** 298

### Category Stats (Aug 2026)

- **Average Rating:** 4.39/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Maplytics (+0.36%) - Among all products in this category, Maplytics recorded the largest rating increase compared to last month

_Last updated: August 21, 2026_

## How Does G2 Rank Location Intelligence Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 36,800+ Authentic Reviews
- 298+ 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 Location Intelligence Software
 ![G2 Grid® for Location Intelligence Software plotting products by satisfaction and market presence](https://www.g2.com/categories/location-intelligence/grids.png?focus%5B%5D=506&focus%5B%5D=43485&focus%5B%5D=1213&focus%5B%5D=1251&focus%5B%5D=1318222&focus%5B%5D=989&focus%5B%5D=8040&focus%5B%5D=14964)

Highlighted products: Agentforce Sales (formerly Salesforce Sales Cloud), Google Maps Platform, Tableau, SAP HANA Cloud, Google Earth Engine, Alteryx, Esri ArcGIS, and Maptitude.

Underlying data: [Grid® JSON](https://www.g2.com/categories/location-intelligence/grids.json?focus%5B%5D=agentforce-sales-formerly-salesforce-sales-cloud&focus%5B%5D=google-maps-platform&focus%5B%5D=tableau&focus%5B%5D=sap-hana-cloud-2025-10-01&focus%5B%5D=google-earth-engine&focus%5B%5D=alteryx&focus%5B%5D=esri-arcgis&focus%5B%5D=maptitude)

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### [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews)

Accelerate revenue from pipeline to paycheck with Salesforce Sales Cloud - your complete growth platform that brings together the power of humans with agents at every step of the sales cycle. Boost productivity with automation and drive revenue with an integrated growth platform. The future of sales is here, and with Agentforce, we’re helping teams unlock their full potential - making them limitless. Build Pipeline Faster with AI Agents: Sales Agents Sales AI Sales Engagement Sales Programs Buyer Engagement Accelerate Productivity with Automation: Sales Data Sales Analytics Sales Team Productivity Revenue Intelligence Drive Revenue on an Integrated Platform: Revenue Lifecycle Management and CPQ Sales Performance Management Partner Relationship Management

**Average Rating:** 4.4/5.0

**Total Reviews:** 24,692

#### How Do G2 Users Rate Agentforce Sales (formerly Salesforce Sales Cloud)?

- **Ease of Use:** 8.2/10 (Category avg: 8.8/10)
- **Data Transformation:** 8.6/10 (Category avg: 8.3/10)
- **Vector Mapping :** 8.4/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Agentforce Sales (formerly Salesforce Sales Cloud)?

- **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce)
- **Company Website:** www.salesforce.com
- **Year Founded:** 1999
- **HQ Location:** San Francisco, CA
- **Twitter:** @salesforce  
579,511 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c04f36289ca03aeff007197f1d9e74e925e328ed6bcfaff98911c78b3ab382f7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3185%2F&secure%5Burl_type%5D=linkedin_company_website)  
83,223 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Account Executive, Account Manager
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 46% Medium, 34% Large

#### What Do G2 Reviewers Say About Agentforce Sales (formerly Salesforce Sales Cloud)?

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **ease of use** in Agentforce Sales invaluable for managing customer data and improving productivity.
- Users value the **straightforward flow and comprehensive visibility** of Agentforce Sales, enhancing team collaboration and insight.
- Users value the **360-degree view of customer information** , enhancing lead follow-up and closing processes efficiently.
- Users value the **centralized customer data** of Salesforce Sales Cloud, enhancing insights and streamlining sales workflows efficiently.
- Users appreciate the **seamless integration capabilities** of Agentforce Sales, enhancing workflow and connecting with internal systems effortlessly.

##### Cons

- Users find the **steep learning curve** daunting, struggling with complex setups and mobile UX challenges.
- Users find **limitations in package options** and struggle with navigation and security complexities in Agentforce Sales.
- Users find the **complexity** of Agentforce Sales to be overwhelming, especially with deep configurations and numerous options.
- Users find Salesforce Sales Cloud **highly complex** , especially during initial setup and customization, which can be time-consuming.
- Users find the product **expensive** and suggest improving cost-effectiveness for better business adaptability.

#### What Are Recent G2 Reviews of Agentforce Sales (formerly Salesforce Sales Cloud)?

**["Agentforce Sales Delivers Clear Lead Visibility and Smoother Marketing-to-Sales Handoff"](https://www.g2.com/survey_responses/agentforce-sales-formerly-salesforce-sales-cloud-review-13164950)**

**Rating:** 4.0/5.0 stars

_— Akshara G._

[Read full review](https://www.g2.com/survey_responses/agentforce-sales-formerly-salesforce-sales-cloud-review-13164950)

**["Agentforce Sales Centralizes Customer Data with Powerful Dashboards and Automation"](https://www.g2.com/survey_responses/agentforce-sales-formerly-salesforce-sales-cloud-review-13227740)**

**Rating:** 4.0/5.0 stars

_— Javiera I._

[Read full review](https://www.g2.com/survey_responses/agentforce-sales-formerly-salesforce-sales-cloud-review-13227740)

#### What Are G2 Users Discussing About Agentforce Sales (formerly Salesforce Sales Cloud)?

- [What is Salesforce Maps used for?](https://www.g2.com/discussions/salesforce-maps-what-is-salesforce-maps-used-for) - 2 comments
- [What is the benefit of Salesforce CRM?](https://www.g2.com/discussions/what-is-the-benefit-of-salesforce-crm) - 8 comments
- [What is Salesforce and CRM?](https://www.g2.com/discussions/what-is-salesforce-and-crm) - 3 comments
- [What makes high velocity sales more powerful than ever?](https://www.g2.com/discussions/what-makes-high-velocity-sales-more-powerful-than-ever) - 1 comment
- [How do I enable Inbox in Salesforce?](https://www.g2.com/discussions/how-do-i-enable-inbox-in-salesforce) - 4 comments

### [Tableau](https://www.g2.com/products/tableau/reviews)

Tableau is the world’s leading AI-powered analytics platform. Whether you are a business user or an analyst, Tableau turns trusted data into actionable insights. With our flexible, interoperable platform, you can: Turn data into action at scale with human and agent collaboration. Tableau Next delivers agentic AI for faster data-insight-action workflows. It surfaces insights, provides proactive recommendations, and helps you take action in the flow of work. Scale data-driven insights with complete operational confidence. Tableau Cloud enables fully managed analytics at scale. It accelerates your time to value and gives you access to the latest AI-powered innovations. Deploy visual, self-service analytics with unmatched control and flexibility. Tableau Server meets your organization's governance and security needs. It provides enterprise-grade, self-service analytics on-premise or in your private cloud.

**Average Rating:** 4.4/5.0

**Total Reviews:** 3,684

#### How Do G2 Users Rate Tableau?

- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)
- **Data Transformation:** 9.3/10 (Category avg: 8.3/10)
- **Vector Mapping :** 9.3/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 9.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Tableau?

- **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce)
- **Company Website:** www.salesforce.com
- **Year Founded:** 1999
- **HQ Location:** San Francisco, CA
- **Twitter:** @salesforce  
579,511 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c04f36289ca03aeff007197f1d9e74e925e328ed6bcfaff98911c78b3ab382f7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3185%2F&secure%5Burl_type%5D=linkedin_company_website)  
83,223 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst, Business Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 41% Large, 36% Medium

#### What Do G2 Reviewers Say About Tableau?

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **ease of use** of Tableau, simplifying data visualization and integration for effective decision-making.
- Users value the **ease of creating interactive visualizations** with Tableau, simplifying data analysis from multiple sources.
- Users love the **intuitive and powerful visualization** capabilities of Tableau, enabling clear insights from complex data.
- Users appreciate the **ease of use and powerful visualization features** of Tableau, streamlining data presentation and analysis.
- Users find Tableau's **intuitive design** exceptional, enabling effortless data visualization and interactive dashboards for effective reporting.

##### Cons

- Users find the **learning curve steep** , complicating the onboarding process and integration with Salesforce.
- Users find **learning Tableau challenging** , particularly due to its complexity and difficulties in collaboration and calculations.
- Users find Tableau **expensive** , with costs complicating its value in large organizations and advanced functionalities.
- Users experience **slow performance** with large datasets and lengthy data refresh processes, leading to frustration.
- Users find **Tableau's onboarding complex** , making simple tasks unnecessarily complicated and challenging to switch from MS products.

#### What Are Recent G2 Reviews of Tableau?

**["Clear data means quick decisions."](https://www.g2.com/survey_responses/tableau-review-13124621)**

**Rating:** 4.5/5.0 stars

_— Libia B._

[Read full review](https://www.g2.com/survey_responses/tableau-review-13124621)

**["Tableau Makes Interactive Dashboards Fast and Easy for Business Users."](https://www.g2.com/survey_responses/tableau-review-13324630)**

**Rating:** 4.5/5.0 stars

_— Rohini S._

[Read full review](https://www.g2.com/survey_responses/tableau-review-13324630)

#### What Are G2 Users Discussing About Tableau?

- [How are business intelligence professionals using Tableau's latest visualization tools to interpret complex data sets?](https://www.g2.com/discussions/how-are-business-intelligence-professionals-using-tableau-s-latest-visualization-tools-to-interpret-complex-data-sets) - 2 comments
- [What is Salesforce CRM Analytics (formerly Tableau CRM) used for?](https://www.g2.com/discussions/what-is-salesforce-crm-analytics-formerly-tableau-crm-used-for) - 1 comment
- [Do I need Tableau Desktop if I have Tableau Server?](https://www.g2.com/discussions/tableau-do-i-need-tableau-desktop-if-i-have-tableau-server) - 2 comments
- [Do I need Tableau Desktop if I have Tableau Server?](https://www.g2.com/discussions/do-i-need-tableau-desktop-if-i-have-tableau-server) - 2 comments
- [What's New in Tableau Server?](https://www.g2.com/discussions/what-s-new-in-tableau-server) - 1 comment

### [Alteryx](https://www.g2.com/products/alteryx/reviews)

Alteryx, through it's Alteryx One platform, helps enterprises transform complex, disconnected data into a clean, AI-ready state. Whether you’re creating financial forecasts, analyzing supplier performance, segmenting customer data, analyzing employee retention, or building competitive AI applications from your proprietary data, Alteryx One makes it easy to cleanse, blend, and analyze data to unlock the unique insights that drive impactful decisions. AI-Guided Analytics Alteryx automates and simplifies every stage of data preparation and analysis, from validation and enrichment to predictive analytics and automated insights. Incorporate generative AI directly into your workflows to streamline complex data tasks and generate insights faster. Unmatched flexibility, whether you prefer code-free workflows, natural language commands, or low-code options, Alteryx adapts to your needs. Trusted. Secure. Enterprise-Ready. Alteryx is trusted by over half of the Global 2000 and 19 of the top 20 global banks. With built-in automation, governance, and security, your workflows can scale and maintain compliance while delivering consistent results. And it doesn’t matter if your systems are on-premises, hybrid, or in the cloud; Alteryx fits effortlessly into your infrastructure. Easy to Use. Deeply Connected. What truly sets Alteryx apart is our focus on efficiency and ease of use for analysts and our active community of 700,000 Alteryx users to support you at every step of your journey. With seamless integration to data everywhere including platforms like Databricks, Snowflake, AWS, Google, SAP, and Salesforce, our platform helps unify siloed data and accelerate getting to insights. Visit Alteryx.com for more information, and to start your free trial.

**Average Rating:** 4.6/5.0

**Total Reviews:** 862

#### How Do G2 Users Rate Alteryx?

- **Ease of Use:** 8.7/10 (Category avg: 8.8/10)
- **Data Transformation:** 9.3/10 (Category avg: 8.3/10)
- **Vector Mapping :** 7.9/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 9.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Alteryx?

- **Seller:** [Alteryx](https://www.g2.com/sellers/alteryx)
- **Company Website:** www.alteryx.com
- **Year Founded:** 1997
- **HQ Location:** Irvine, CA
- **Twitter:** @alteryx  
26,149 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ae8a7629c5a6d593caff29361a6ee3fb670df11992dd94a9656c66461078b340&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F903031%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,304 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Analyst, Analyst
- **Top Industries:** Financial Services, Accounting
- **Company Size:** 63% Large, 21% Medium

#### What Do G2 Reviewers Say About Alteryx?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** in Alteryx, finding it simple to automate tasks with drag and drop functionality.
- Users value the **automation capabilities** of Alteryx, streamlining data processes and enhancing analytical efficiency.
- Users find Alteryx to be **very intuitive** , making it easy for non-technical users to learn and utilize.
- Users find that Alteryx's interface makes **learning technology easy** for everyone, even those without a tech background.
- Users value Alteryx for its **efficiency** in managing data, streamlining workflows, and enhancing overall productivity.

##### Cons

- Users highlight the **expensive pricing** of Alteryx, making it difficult for small teams or startups to afford licenses.
- Users face a **steep learning curve** with Alteryx, requiring time to master its complex features.
- Users find that Alteryx suffers from **missing features** , such as lack of direct database access and limited reporting tools.
- Users find the **learning difficulty** of Alteryx steep, especially for those unfamiliar with RegEx and SQL.
- Users experience **slow performance** with Alteryx, particularly when handling large workflows and during data wrangling tasks.

#### What Are Recent G2 Reviews of Alteryx?

**["Makes Data Prep Faster with an Intuitive Drag-and-Drop Workflow"](https://www.g2.com/survey_responses/alteryx-review-13190742)**

**Rating:** 4.5/5.0 stars

_— Anushka S._

[Read full review](https://www.g2.com/survey_responses/alteryx-review-13190742)

**["Scales Operations and Saves Time with Automated Data Workflows"](https://www.g2.com/survey_responses/alteryx-review-13047637)**

**Rating:** 4.5/5.0 stars

_— Ihor B._

[Read full review](https://www.g2.com/survey_responses/alteryx-review-13047637)

### [Esri ArcGIS](https://www.g2.com/products/esri-arcgis/reviews)

ArcGIS is a comprehensive suite of mapping and location intelligence tools and capabilities. ArcGIS can be deployed on local machines (ArcGIS Pro), on your remote or on-premises servers (ArcGIS Enterprise), or as SaaS hosted by Esri (ArcGIS Online). ArcGIS includes focused apps to deliver complete solutions for your business or organization. Along with software, Esri provides a comprehensive collection of data and content to geo-enrich your own data. ArcGIS also provides rich software development tools for you to configure and create your own mapping and location intelligence products.

**Average Rating:** 4.5/5.0

**Total Reviews:** 516

#### How Do G2 Users Rate Esri ArcGIS?

- **Ease of Use:** 7.3/10 (Category avg: 8.8/10)
- **Data Transformation:** 8.4/10 (Category avg: 8.3/10)
- **Vector Mapping :** 9.3/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 9.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Esri ArcGIS?

- **Seller:** [Esri](https://www.g2.com/sellers/esri)
- **Year Founded:** 1969
- **HQ Location:** Redlands, CA
- **Twitter:** @Esri  
188,738 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f5e629b1ea2caff60fa944b3459630a55cc788ccb0797a3a82c035f548c65a86&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F5311%2F&secure%5Burl_type%5D=linkedin_company_website)  
7,311 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** GIS Analyst, GIS Specialist
- **Top Industries:** Government Administration, Environmental Services
- **Company Size:** 39% Medium, 32% Large

#### What Do G2 Reviewers Say About Esri ArcGIS?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Esri ArcGIS **easy to use** , with a user-friendly interface that simplifies geospatial tasks and analysis.
- Users value the **high-quality 3D visualization** in ArcGIS, enhancing their decision-making for professional use cases.
- Users value the **excellent data visualization capabilities** of Esri ArcGIS Pro, enhancing clarity and user experience significantly.
- Users find Esri ArcGIS to be **extremely user-friendly** , appreciating its ease of learning and implementation.
- Users value the **superior visualization capabilities** of Esri ArcGIS, enhancing clarity and usability in geospatial analysis.

##### Cons

- Users face issues with **stability and integration** , leading to crashes and complications when managing large datasets.
- Users find Esri ArcGIS to be **costly for small businesses** , limiting access for those wanting to learn geospatial analysis.
- Users often face **integration issues** with ArcGIS, making file management and sharing a frustrating experience.
- Users find the **learning curve steep** , indicating a need for better training resources and tool compatibility.
- Users find Esri ArcGIS to have a **learning difficulty** , suggesting additional training opportunities to improve usability.

#### What Are Recent G2 Reviews of Esri ArcGIS?

**["ArcGIS: A Powerful All-in-One GIS Ecosystem with Excellent 3D and Analysis Tools"](https://www.g2.com/survey_responses/esri-arcgis-review-12680953)**

**Rating:** 5.0/5.0 stars

_— Dhawood Gani N._

[Read full review](https://www.g2.com/survey_responses/esri-arcgis-review-12680953)

**["Easy-to-Use, Powerful Mapping and Spatial Analysis with Esri ArcGIS"](https://www.g2.com/survey_responses/esri-arcgis-review-13084018)**

**Rating:** 5.0/5.0 stars

_— Yogaraj S._

[Read full review](https://www.g2.com/survey_responses/esri-arcgis-review-13084018)

#### What Are G2 Users Discussing About Esri ArcGIS?

- [What is Esri ArcGIS used for?](https://www.g2.com/discussions/what-is-esri-arcgis-used-for) - 1 comment
- [Is there a free version of ArcGIS?](https://www.g2.com/discussions/is-there-a-free-version-of-arcgis)
- [What are features in ArcGIS?](https://www.g2.com/discussions/esri-arcgis-what-are-features-in-arcgis)
- [What are ESRI products?](https://www.g2.com/discussions/what-are-esri-products)
- [What is ESRI software used for?](https://www.g2.com/discussions/esri-arcgis-what-is-esri-software-used-for)

### [Maptitude](https://www.g2.com/products/maptitude/reviews)

Maptitude is the best mapping software and GIS, on both desktop and online/SaaS/Cloud, to: • Optimize sales territories, vehicle routes, and site locations • Visualize, analyze, and present mission-critical data • Maximize profits, time, and resources Maptitude GIS and mapping software gives you the tools, maps, and data you need to analyze and understand how geography affects you and your organization. Maptitude is the most capable, and least expensive, full-featured mapping software available. With Maptitude you can create maps and map images from spreadsheets and you can see external data on the map from a variety of sources including Google Maps KML/KMZ files. Designed for data visualization and geographic analysis, Maptitude comes with a comprehensive library of maps and GIS data for your country. What Can You Do with Maptitude Mapping Software Features? • Optimize sales territories, districts, service areas, vehicle routes, and site locations • Map customer locations, visualize sales performance, and identify over- and under-served areas • Reveal hidden geographic patterns, trends, data density, and hotspots from spreadsheets and databases • Visualize and analyze population, income, and other demographic data • Plan efficient travel routes with advanced proximity, navigation, and travel time tools • Customize every aspect of your maps including symbols, themes, layers, annotations, and 3D graphics to tailor both appearance and functionality to your specific needs • Customize maps with flexible color schemes, layers, and annotations to highlight mission-critical data • Connect to corporate databases, add your own data, and answer geographic questions impacting operations • Find growth opportunities by spotting patterns you can't see in tables • Create, edit, and manage interactive maps with zoom, pan, filter, query, and layer toggle features for dynamic exploration and improved decision-making • Create, edit, and manage interactive, shareable maps for better decision-making

**Average Rating:** 4.7/5.0

**Total Reviews:** 150

#### How Do G2 Users Rate Maptitude?

- **Ease of Use:** 8.2/10 (Category avg: 8.8/10)
- **Data Transformation:** 9.2/10 (Category avg: 8.3/10)
- **Vector Mapping :** 9.2/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 9.5/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Maptitude?

- **Seller:** [Caliper](https://www.g2.com/sellers/caliper)
- **Company Website:** www.caliper.com
- **Year Founded:** 1983
- **HQ Location:** Newton, MA
- **Twitter:** @Maptitude  
1,195 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=96ea2035b8578404f5103ed40773df439b202ef6054ae2b0ebd158da40c44cec&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F209992%2F&secure%5Burl_type%5D=linkedin_company_website)  
41 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** President, Owner
- **Top Industries:** Higher Education, Hospital & Health Care
- **Company Size:** 54% Small, 26% Large

#### What Do G2 Reviewers Say About Maptitude?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Maptitude's **extensive feature set** invaluable for logistics and spatial analysis with user-friendly tools.
- Users appreciate the **ease of use** of Maptitude, finding it straightforward for logistics and analytical tasks.
- Users love the **clear data visualization** in Maptitude, enabling informed decisions and impressive narrative creation from mapping.
- Users appreciate the **data accuracy** of Maptitude, which enhances their analytical capabilities and project outcomes.
- Users appreciate the **powerful GIS analysis** capabilities of Maptitude, enhancing logistics and demographic project efficiency.

##### Cons

- Users face **limited accessibility** with Maptitude, needing to deactivate licenses and lacking sufficient sharing options.
- Users find Maptitude to be **expensive** due to limited sharing options and costly annual license upgrades.
- Users find the **limited sharing options** in Maptitude restrictive, desiring more flexibility for collaboration without extra costs.
- Users find the **learning curve challenging** , particularly for beginners, but training resources can help ease the transition.
- Users find Maptitude a bit **bewildering for newcomers** , though online training helps to improve familiarity quickly.

#### What Are Recent G2 Reviews of Maptitude?

**["Revolutionized Our Spatial Analysis with Unmatched Support"](https://www.g2.com/survey_responses/maptitude-review-13254536)**

**Rating:** 5.0/5.0 stars

_— Preston S._

[Read full review](https://www.g2.com/survey_responses/maptitude-review-13254536)

**["Maptitude 2026 remains as cost-effective and user-friendly as ever"](https://www.g2.com/survey_responses/maptitude-review-13175046)**

**Rating:** 5.0/5.0 stars

_— Lourens S._

[Read full review](https://www.g2.com/survey_responses/maptitude-review-13175046)

#### What Are G2 Users Discussing About Maptitude?

- [What is Maptitude used for?](https://www.g2.com/discussions/what-is-maptitude-used-for) - 1 comment, 1 upvote

### [IPinfo](https://www.g2.com/products/ip-info-ipinfo/reviews)

IPinfo is a comprehensive IP data provider for high-confidence, accurate, low down-time, low-latency, easy-to-use, and highly-contextual data about IP addresses backed by a proprietary ground-truth measurement infrastructure. IPinfo specializes in delivering detailed IP Data, including IP to geolocation, IP to mobile carrier information, IP to privacy detection, IP to proxy identification, and more. By leveraging this data, businesses and developers can enrich their data, improve their product, enhance their decision-making processes, improve security measures, and ensure compliance with regulatory standards. The target audience for IPinfo spans a wide range of users, from individual developers to large enterprises, including Fortune 500 companies. These users rely on IP data for various applications, such as fraud prevention, targeted marketing, and customer experience optimization. With the increasing importance of data-driven insights in today’s digital landscape, IPinfo serves as a vital resource for organizations looking to harness the power of IP intelligence. One of the standout features of IPinfo is its robust API, which processes over 1 billion requests daily. This high volume of data requests demonstrates the platform's reliability and scalability, making it suitable for businesses of all sizes. Additionally, users can access data through direct downloads and leading cloud platforms, ensuring flexibility in how they integrate IP information into their systems. The platform is backed by a dedicated team of data experts who prioritize accuracy and precision, further enhancing the value of the service. IPinfo’s key features include real-time IP geolocation, which allows users to pinpoint the physical location of an IP address, and mobile carrier identification, which helps businesses understand the network providers their users are utilizing. Our data also offers privacy detection capabilities, enabling organizations to identify potential risks associated with anonymous browsing or proxy usage. These features collectively empower users to make informed decisions, mitigate security threats, and tailor their services to meet the needs of their customers effectively. By providing highly contextual and accurate IP data, IPinfo stands out in its category as a trusted partner for organizations seeking to leverage internet intelligence. Our data not only enhances operational efficiency but also plays a crucial role in shaping better customer interactions and experiences.

**Average Rating:** 4.7/5.0

**Total Reviews:** 150

#### How Do G2 Users Rate IPinfo?

- **Ease of Use:** 9.5/10 (Category avg: 8.8/10)
- **Data Transformation:** 8.8/10 (Category avg: 8.3/10)
- **Vector Mapping :** 8.0/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 8.6/10 (Category avg: 8.6/10)

#### Who Is the Company Behind IPinfo?

- **Seller:** [IP Info](https://www.g2.com/sellers/ip-info)
- **Company Website:** ipinfo.io
- **Year Founded:** 2013
- **HQ Location:** Seattle, Washington
- **Twitter:** @ipinfo  
8,553 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f0459b5c7974ba535b23340cfaec5282f360597012f2fa61180ffea08626ae9f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fipinfo&secure%5Burl_type%5D=linkedin_company_website)  
70 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** CTO, CEO
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 71% Small, 20% Medium

#### What Do G2 Reviewers Say About IPinfo?

_AI-generated summary from verified user reviews_

##### Pros

- Users find IPinfo's **ease of use** exceptional, with straightforward documentation and quick implementation for efficient data access.
- Users value the **data accuracy** of IPinfo, finding it essential for monitoring high-risk connections and fraud identification.
- Users appreciate the **easy API integration** of IPinfo, enhancing security and providing reliable, up-to-date data effortlessly.
- Users appreciate the **accuracy** of IPinfo, finding it essential for monitoring fraud and retrieving geographical details.
- Users highlight the **easy integrations** of IPinfo, enabling quick setup and seamless incorporation into existing systems.

##### Cons

- Users find IPinfo's plans **too expensive** for basic features, limiting options for those on a tight budget.
- Users find **pricing issues** notable, suggesting a need for better value and clearer billing for growing usage.
- Users report **inaccurate geolocation** with IPinfo, occasionally misidentifying locations and affecting reliability.
- Users experience **inaccurate data** from IPinfo, with incorrect state information and outdated domain listings causing frustrations.
- Users find the **limited data** offered by IPinfo's plans could be improved for better refinement and utility.

#### What Are Recent G2 Reviews of IPinfo?

**["Extremely Useful, Readable Default JSON Output for Probing Origin Server Risks"](https://www.g2.com/survey_responses/ipinfo-review-8971697)**

**Rating:** 4.0/5.0 stars

_— Arturo Javier Alejandro M._

[Read full review](https://www.g2.com/survey_responses/ipinfo-review-8971697)

**["Easy to use, fast, and reliable IPinfo API, with documentation that assists in integration"](https://www.g2.com/survey_responses/ipinfo-review-13325049)**

**Rating:** 5.0/5.0 stars

_— Sophie T._

[Read full review](https://www.g2.com/survey_responses/ipinfo-review-13325049)

#### What Are G2 Users Discussing About IPinfo?

- [What does Ipinfo.Io do?](https://www.g2.com/discussions/ipinfo-io-what-does-ipinfo-io-do)
- [What does Ipinfo.Io do?](https://www.g2.com/discussions/what-does-ipinfo-io-do)
- [What are the features of Ipinfo.Io?](https://www.g2.com/discussions/what-are-the-features-of-ipinfo-io)
- [Is IPinfo IO legit?](https://www.g2.com/discussions/is-ipinfo-io-legit) - 3 comments
- [What is IPinfo IO used for?](https://www.g2.com/discussions/what-is-ipinfo-io-used-for) - 2 comments

### [GeoComply](https://www.g2.com/products/geocomply-2022-09-15/reviews)

Founded in 2011, GeoComply provides fraud prevention and cybersecurity solutions that detect location fraud and help verify a user's true digital identity. Trusted by leading brands and regulators for the past ten years, the company's fraud and compliance solutions are approved by dozens of regulators, are installed on over 400 million devices, and analyze over 10 billion transactions a year. GeoComply's solutions incorporate location, device, and identity intelligence and advanced machine learning to detect and flag fraudulent activity. By integrating GeoComply's solutions into their processes and risk engines, organizations can identify fraud earlier in a user's engagement, better establish their true digital identity and empower digital trust. GeoComply's award-winning products are based on technologies developed for the highly regulated and complex US online gaming and sports betting market. Beyond iGaming, GeoComply provides geolocation fraud detection solutions for streaming video broadcasters and the online banking, payments, and cryptocurrency industries, building an impressive list of customers, including Akamai, Amazon Prime Video, BBC, BetMGM, DraftKings, and FanDuel.

**Average Rating:** 4.6/5.0

**Total Reviews:** 24

#### How Do G2 Users Rate GeoComply?

- **Ease of Use:** 8.8/10 (Category avg: 8.8/10)
- **Data Transformation:** 10.0/10 (Category avg: 8.3/10)
- **Vector Mapping :** 10.0/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 10.0/10 (Category avg: 8.6/10)

#### Who Is the Company Behind GeoComply?

- **Seller:** [GeoComply](https://www.g2.com/sellers/geocomply)
- **Year Founded:** 2011
- **HQ Location:** Vancouver, CA
- **Twitter:** @GeoComply  
1,653 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6e8cf614387d69cce379c493298539b45be0a404f8453ebac21c3b20c55a6f08&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fgeocomply%2F&secure%5Burl_type%5D=linkedin_company_website)  
463 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Gambling & Casinos
- **Company Size:** 42% Large, 29% Medium

#### What Do G2 Reviewers Say About GeoComply?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **geolocation search functionality** of GeoComply, enhancing client interactions with precise location data.
- Users value the **geo-targeting accuracy** of GeoComply, enhancing their client engagement and compliance efforts.
- Users value the **location tracking** capability of GeoComply for obtaining vital geo information for clients.

##### Cons

- Users criticize **data inaccuracy** in GeoComply, as it only reflects transaction locations instead of real-time positioning.
- Users find **delays in process** frustrating, as GeoComply only shares transaction locations, not real-time data.
- Users express concern over the **inaccuracy** of GeoComply, as it only indicates transaction locations, not real-time positioning.
- Users experience **inaccuracy issues** as GeoComply only shares transaction locations, not real-time data.
- Users report **inaccurate geolocation** , only showing transaction locations rather than real-time positional accuracy.

#### What Are Recent G2 Reviews of GeoComply?

**["An amazing geolocation software"](https://www.g2.com/survey_responses/geocomply-review-10397919)**

**Rating:** 5.0/5.0 stars

_— Jhohansel S._

[Read full review](https://www.g2.com/survey_responses/geocomply-review-10397919)

**["OSINT Researcher"](https://www.g2.com/survey_responses/geocomply-review-10237795)**

**Rating:** 5.0/5.0 stars

_— Scott B._

[Read full review](https://www.g2.com/survey_responses/geocomply-review-10237795)

### [Badger Maps](https://www.g2.com/products/badger-maps/reviews)

Your field sales tool kit to sell more– Badger Maps is the top rated mobile app for B2B reps in the field and a total territory management for your entire field team. With Badger, outside sales & field service reps get a mobile app (available on both iPhone and Android) that cuts drive time, improves data collection, and increases sales. Activities that were once a time sink like customer mapping, route planning, scheduling, data collection, and reporting are all made easy with Badger’s mobile mapping app. Paired with a suite of territory management tools that includes performance dashboards and a robust territory mapping interface, Badger Maps will enhance the workflows of everyone on your field team with features like: Route Planner & Mobile Sales Mapping - Fit 2 more meetings into each day by optimizing routes with up to 120 stops. - Visualize all your Accounts, Contacts, Leads, and Opportunities on an interactive map on your phone. - Filter and colorize accounts by custom metrics like priority status or last order date to instantly spot your best opportunities as you plan your day. - Plan and save all your routes in advance so you never fly blind on the road. Scheduling & Reminders - Sync routes to your calendar with the touch of the button. - Get alerts for follow-ups or nearby accounts that need attention. Mobile Lead Generation - Find new, qualified leads near your route– great for downtime on the road! Data Collection & A Mobile CRM Front-End - Take notes, capture photos, and keep all your customer information up to date from your phone. - Automatically sync all your data with the leading CRMs including Salesforce, HubSpot, Zoho, Microsoft Dynamics, NetSuite, Pipedrive, monday.com, Veeva, Insightly, SugarCRM, and more. - Map and access all your CRM data in the field. See the relationship between different data types so you’re never left fumbling for the information you need to serve your customers. Reporting & Mileage Tracking - Get automated reports summarizing your routes and customer activity. - Generate mileage tracking reports that make submitting your expenses easy. Territory Mapping & Management - See all your reps’ data represented in performance dashboards and customizable charts & graphs. - Use territory alignment software to automatically balance and optimize your territories. - Automate lead routing to assign new leads to the right territory instantly- no manual work needed! - Create competitions and incentivize your reps with dynamic leaderboards. - Uncover insights with territory mapping tools like heat maps, bubble maps, thematic maps & more. Get a free 14-day trial, integrated with your CRM. With optimized routes, Badger pays for itself with just the savings on gas!

**Average Rating:** 4.7/5.0

**Total Reviews:** 337

#### How Do G2 Users Rate Badger Maps?

- **Ease of Use:** 9.2/10 (Category avg: 8.8/10)
- **Data Transformation:** 6.7/10 (Category avg: 8.3/10)
- **Vector Mapping :** 8.9/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 7.8/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Badger Maps?

- **Seller:** [Badger Maps, Inc](https://www.g2.com/sellers/badger-maps-inc)
- **Company Website:** www.badgermapping.com
- **Year Founded:** 2012
- **HQ Location:** San Francisco, California
- **Twitter:** @BadgerMaps  
2,095 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=021b05f4594b3343e666b908c162195e7f1d84ae3801edfc12d29b9f42ada54a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2719153%2F&secure%5Burl_type%5D=linkedin_company_website)  
75 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Territory Manager, Owner
- **Top Industries:** Medical Devices, Wholesale
- **Company Size:** 63% Small, 24% Medium

#### What Do G2 Reviewers Say About Badger Maps?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Badger Maps, praising its smooth setup and intuitive interface for efficiency.
- Users love the **visual mapping feature** of Badger Maps, which enhances organization and optimizes scheduling efficiency.
- Users value the **route optimization** feature of Badger Maps, enhancing efficiency and saving valuable time.
- Users highly value the **route planning capabilities** of Badger Maps, enabling efficient organization and follow-ups on visits.
- Users appreciate the **exceptional customer support** of Badger Maps, enhancing their experience and product utilization.

##### Cons

- Users experience **routing issues** with backtracking and sluggish performance, complicating navigation and efficiency in their territory.
- Users often face **mapping issues** with Badger Maps, leading to imprecise navigation and address inaccuracies.
- Users find Badger Maps to be **expensive** , especially for those using only a fraction of its capabilities.
- Users feel that **improvement is needed** in syncing mobile and online features, and loading potential clients effectively.
- Users find the **route optimizer's lack of appointment time consideration** limits efficiency and planning accuracy.

#### What Are Recent G2 Reviews of Badger Maps?

**["Infield Makes Trip Planning and Record Keeping Easy—with Responsive Support"](https://www.g2.com/survey_responses/badger-maps-review-12707794)**

**Rating:** 5.0/5.0 stars

_— Lisa R._

[Read full review](https://www.g2.com/survey_responses/badger-maps-review-12707794)

**["Time-Saving Visual Tool for Territory Management"](https://www.g2.com/survey_responses/badger-maps-review-13264717)**

**Rating:** 5.0/5.0 stars

_— CRW W._

[Read full review](https://www.g2.com/survey_responses/badger-maps-review-13264717)

#### What Are G2 Users Discussing About Badger Maps?

- [How does route planning software work?](https://www.g2.com/discussions/how-does-route-planning-software-work) - 1 comment
- [Are Badger maps free?](https://www.g2.com/discussions/are-badger-maps-free) - 3 comments
- [What is the best route planning software?](https://www.g2.com/discussions/what-is-the-best-route-planning-software) - 3 comments
- [How does Badger app work?](https://www.g2.com/discussions/how-does-badger-app-work) - 2 comments

### [Incognia](https://www.g2.com/products/incognia/reviews)

Incognia is the innovator of next-generation identity solutions that enable secure and seamless digital experiences. With its persistent device fingerprint solution, Incognia combines best-in-class device recognition signals, location analysis and tamper detection for frictionless user verification and fraud prevention. Incognia’s customizable risk assessment and actionable insights empower companies in food delivery, ride-hailing, marketplace, and financial services to protect their reputation, retention and revenue. For more information, visit Incognia.com.

**Average Rating:** 4.9/5.0

**Total Reviews:** 36

#### How Do G2 Users Rate Incognia?

- **Ease of Use:** 9.5/10 (Category avg: 8.8/10)
- **Data Transformation:** 8.1/10 (Category avg: 8.3/10)
- **Vector Mapping :** 7.4/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 8.0/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Incognia?

- **Seller:** [Incognia](https://www.g2.com/sellers/incognia)
- **Company Website:** www.incognia.com
- **Year Founded:** 2020
- **HQ Location:** Palo Alto, CA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0824222ac052ce9896118893ff299721a63bdee688973fd5f748b99e15530105&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F37227382&secure%5Burl_type%5D=linkedin_company_website)  
251 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Financial Services, Banking
- **Company Size:** 61% Large, 31% Medium

#### What Do G2 Reviewers Say About Incognia?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **exceptional customer support** from Incognia, enhancing security and user experience significantly.
- Users value the **excellent support** from Incognia's teams, enhancing security and improving overall onboarding efficiency.
- Users appreciate the **excellent support** from Incognia, highlighting quick assistance and effective collaboration for optimal results.
- Users commend the **responsive customer support** of Incognia, consistently offering expert guidance and valuable insights.
- Users value the **fast support and insightful dashboard management** , effectively analyzing behaviors and enhancing security measures.

##### Cons

- Users suggest that Incognia lacks adequate **admin control features** , limiting their ability to manage operations effectively.
- Users find the **dashboard interface confusing** , even with constant availability of usability training resources.
- Users find the **difficult learning** curve due to the not-so-intuitive dashboard interface, despite available training resources.
- Users find the **limited documentation** in troubleshooting and other areas lacking for effective usage of Incognia.
- Users find the **dashboard interface unintuitive** , making navigation challenging even with available training resources.

#### What Are Recent G2 Reviews of Incognia?

**["Fast, Insightful Support and a High-Quality Dashboard for Spotting Suspicious Patterns"](https://www.g2.com/survey_responses/incognia-review-12264682)**

**Rating:** 5.0/5.0 stars

_— Renan A._

[Read full review](https://www.g2.com/survey_responses/incognia-review-12264682)

**["Reliable Partnership with Exceptional Support"](https://www.g2.com/survey_responses/incognia-review-12134901)**

**Rating:** 4.5/5.0 stars

_— Leticia N._

[Read full review](https://www.g2.com/survey_responses/incognia-review-12134901)

### [ArcGIS Business Analyst](https://www.g2.com/products/arcgis-business-analyst/reviews)

See people and opportunities clearly using ArcGIS Business Analyst. ArcGIS Business Analyst helps you make smarter market planning, site selection, and customer segmentation decisions. By combining demographic, lifestyle, behavioral, and spending data, maps, and reports with location-driven intelligence, you can identify under-performing markets, pinpoint the right growth sites, find where your target customers live, and share the market research across your organization. Whether you’re on your desktop, in a web browser, or using a mobile device, identify the most profitable sites then create beautiful maps and professional reports, no matter where you are. Using ArcGIS Business Analyst, numerous Fortune 500 companies are able to: ◦ Take a data-driven approach to validate assumptions about location. ◦ Analyze marketplaces to identify where to expand or reduce presence. ◦ Use automated workflows for territory design, location-allocation, and market penetration analyses. ◦ Target new and existing customers. ◦ Showcase analysis in a compelling way. ◦ Share market research across the organization. ArcGIS Business Analyst comes with spatial analysis tools and global data that covers over 90% of the world’s population in 135+ countries with 15,000+ variables on market data. Combine your own location and customer data with Esri’s demographic data to validate your instincts about a prospective location—whether it’s local or global.

**Average Rating:** 4.6/5.0

**Total Reviews:** 19

#### How Do G2 Users Rate ArcGIS Business Analyst?

- **Ease of Use:** 8.1/10 (Category avg: 8.8/10)
- **Data Transformation:** 8.1/10 (Category avg: 8.3/10)
- **Vector Mapping :** 9.5/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 8.1/10 (Category avg: 8.6/10)

#### Who Is the Company Behind ArcGIS Business Analyst?

- **Seller:** [Esri](https://www.g2.com/sellers/esri)
- **Year Founded:** 1969
- **HQ Location:** Redlands, CA
- **Twitter:** @Esri  
188,738 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f5e629b1ea2caff60fa944b3459630a55cc788ccb0797a3a82c035f548c65a86&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F5311%2F&secure%5Burl_type%5D=linkedin_company_website)  
7,311 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 52% Small, 29% Medium

#### What Are Recent G2 Reviews of ArcGIS Business Analyst?

**["Rich Market Data and Drive-Time Insights That Make Site Selection Easy"](https://www.g2.com/survey_responses/arcgis-business-analyst-review-12644515)**

**Rating:** 5.0/5.0 stars

_— Karthick K._

[Read full review](https://www.g2.com/survey_responses/arcgis-business-analyst-review-12644515)

**["Business Intelligence in few clicks."](https://www.g2.com/survey_responses/arcgis-business-analyst-review-7570621)**

**Rating:** 5.0/5.0 stars

_— Charlyn S._

[Read full review](https://www.g2.com/survey_responses/arcgis-business-analyst-review-7570621)

### [CARTO](https://www.g2.com/products/carto/reviews)

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?

- **Ease of Use:** 8.7/10 (Category avg: 8.8/10)
- **Data Transformation:** 7.8/10 (Category avg: 8.3/10)
- **Vector Mapping :** 8.1/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 7.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind CARTO?

- **Seller:** [CartoDB](https://www.g2.com/sellers/cartodb)
- **Year Founded:** 2012
- **HQ Location:** New York, NY
- **Twitter:** @CARTO  
31,099 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c0e4aff45914439b76dbe72771bc31c04c680c79aa299e296467b18d2e005d58&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F5084329%2F&secure%5Burl_type%5D=linkedin_company_website)  
344 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?

**["Intuitive Mapping Made Easy, But Advanced Features Need SQL Know-How"](https://www.g2.com/survey_responses/carto-review-11846604)**

**Rating:** 5.0/5.0 stars

_— Verified User in Marketing and Advertising_

[Read full review](https://www.g2.com/survey_responses/carto-review-11846604)

**["Most used tool in my geospatial stack"](https://www.g2.com/survey_responses/carto-review-11570179)**

**Rating:** 5.0/5.0 stars

_— Denise M._

[Read full review](https://www.g2.com/survey_responses/carto-review-11570179)

#### What Are G2 Users Discussing About CARTO?

- [What is CARTO used for?](https://www.g2.com/discussions/what-is-carto-used-for) - 1 comment
- [What does CARTO do?](https://www.g2.com/discussions/what-does-carto-do)
- [What is online mapping and visualization?](https://www.g2.com/discussions/what-is-online-mapping-and-visualization)
- [What is a location platform?](https://www.g2.com/discussions/what-is-a-location-platform)

### [Elite EXTRA](https://www.g2.com/products/elite-extra/reviews)

Elite Elite EXTRA is a comprehensive, cloud-based software suite from Epicor, tailored to tackle “last‑mile” logistics challenges—where the final delivery of goods to customers often proves costly and complex. It integrates Routing & Dispatch, Returns Automation, and Delivery Network into a single, streamlined platform. What Elite EXTRA offers 1. Routing & Dispatch - Optimized routes: Ensure efficient routes, every time with our advanced route optimization engine - Better customer communication: Features real‑time driver tracking, ETA notifications, and proof of delivery through mobile signature/photo capture via the EXTRA Driver app - Streamlined operations: Organizations using it reported up to 20% productivity gains within a month 2. Delivery Network - More delivery options - Choose from numerous integrated third party fleets to complete your deliveries - Flexible delivery: Compare delivery costs and times of third party delivery options in real time - Happier customers: Wow your customers with fast delivery—no matter the status of your internal fleet 3. Returns Automation - Comprehensive views: Delivers a dashboard for managing the full returns lifecycle—from authorization to pickup to credit issuance. - Process efficiency: Empowers businesses to configure automatic return-policy enforcement and gives customers an intuitive portal experience - Returns trackability: No more goods lost in transit or delays in getting credits issued– turn an operational weakness into a strength Why choose Elite EXTRA - All‑in‑one platform: Seamlessly integrates dispatch, third‑party carrier use, and returns under one SaaS umbrella - SaaS with no long-term commitments: Continually updated (every ~8 weeks), with month-to-month subscriptions—no lock-in. - Highly rated: Earns around 4.7/5 on Capterra & Software Advice; praised for ease of use, robust features, and solid customer support

**Average Rating:** 4.6/5.0

**Total Reviews:** 79

#### How Do G2 Users Rate Elite EXTRA?

- **Ease of Use:** 9.3/10 (Category avg: 8.8/10)
- **Data Transformation:** 8.9/10 (Category avg: 8.3/10)
- **Vector Mapping :** 8.3/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Elite EXTRA?

- **Seller:** [Epicor](https://www.g2.com/sellers/epicor)
- **Company Website:** www.epicor.com
- **Year Founded:** 1972
- **HQ Location:** Austin, TX
- **Twitter:** @Epicor  
9,286 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=89ee06eeb2c1092926115071b22ad87b028ed4fd4eb02deb7823f4298af79e9e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4617%2F&secure%5Burl_type%5D=linkedin_company_website)  
6,174 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Automotive, Transportation/Trucking/Railroad
- **Company Size:** 54% Medium, 33% Small

#### What Do G2 Reviewers Say About Elite EXTRA?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **automation capabilities** of Elite EXTRA, ensuring efficient management of deliveries and returns.
- Users value the **seamless customer experience** provided by Elite EXTRA, enhancing delivery management and tracking efficiency.
- Users value the **efficient delivery management** capabilities of Elite EXTRA, enhancing route planning and real-time tracking.
- Users appreciate the **efficient delivery time** of Elite EXTRA, enjoying timely updates and the ability for last-minute deliveries.
- Users value the **real-time driver monitoring** feature of Elite EXTRA, enhancing delivery efficiency and customer satisfaction.

##### Cons

- Users experience **connectivity issues** with the tracking system, particularly in areas with poor GPS or network coverage.
- Users experience **gps inaccuracies** with Elite EXTRA, though issues resolve once in areas with better coverage.
- Users experience occasional **inaccuracy in tracking** due to GPS or network issues, but updates occur in better coverage areas.
- Users experience **inaccurate geolocation** due to GPS and network carrier issues, though updates occur with better coverage.
- Users report **inaccurate tracking** during poor GPS or network conditions, though it improves in better coverage areas.

#### What Are Recent G2 Reviews of Elite EXTRA?

**["Streamlines Dispatching with Great Auto-Dispatching Features"](https://www.g2.com/survey_responses/elite-extra-review-12914076)**

**Rating:** 4.0/5.0 stars

_— Tim T._

[Read full review](https://www.g2.com/survey_responses/elite-extra-review-12914076)

**["Seamless CDK Integration and Real-Time Delivery Visibility"](https://www.g2.com/survey_responses/elite-extra-review-12948783)**

**Rating:** 5.0/5.0 stars

_— Heather S._

[Read full review](https://www.g2.com/survey_responses/elite-extra-review-12948783)

#### What Are G2 Users Discussing About Elite EXTRA?

- [What is EliteExtra used for?](https://www.g2.com/discussions/what-is-eliteextra-used-for)

### [Maplytics](https://www.g2.com/products/maplytics/reviews)

Maplytics™ is a Microsoft Preferred Solution and #1 geo-analytical mapping app that enable organizations to visualize and analyze Dynamics 365 CRM and Dataverse (Power Apps) data on a map, in real-time and on the move. Maplytics offers powerful features like Real Time Tracking, Automated Appointment Planning, Optimized Route Planning, Radius Search, Truck Routing, Territory Management, Heat Maps, Census, Land Area Mapping, PCF Controls, Multi-Language Support, and much more! 1. Radius Search: Perform a proximity search on nearby locations with shortest travel distance and line-of-sight distance. 2. Optimized Routing: Create optimized routes for your reps to meet them with turn-by-turn navigation using Google Maps or Waze App. 3. Shape File Integration: Overlay Dynamics data shape files as well as the metadata included over the geographical boundaries defined by the shape. 4. Location Marketing: Launch marketing campaigns for regions to generate leads and prospects. 5. Map Controls and Dashboards: View Dynamics 365 data right within the CRM without switching screens. 6. Heat Maps: Visualize and analyze the complex density of data spread with Pie-Chart and Column-Charts. 7. Territory Management: Manually or auto-create and analyze Sales territories and distribute them among your reps as well as align territories for even work distribution. 8. Auto Scheduling: Create an automated schedule for multiple reps at once to meet appointments over a span of days with optimized routes. 9. Real Time Tracking: Track location of Field Service Reps within Dynamics 365 CRM in real-time. 10. Land Area Mapping: Visualize the land areas for agricultural, residential, commercial properties, etc. on the map. Available for: Microsoft Dynamics 365 CRM v8.2 and above, Power Apps/Dataverse and native Dynamics 365 App for Phones and Tablets.

**Average Rating:** 4.7/5.0

**Total Reviews:** 19

#### How Do G2 Users Rate Maplytics?

- **Ease of Use:** 9.2/10 (Category avg: 8.8/10)
- **Data Transformation:** 10.0/10 (Category avg: 8.3/10)
- **Vector Mapping :** 10.0/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 10.0/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Maplytics?

- **Seller:** [Inogic](https://www.g2.com/sellers/inogic)
- **Year Founded:** 2006
- **HQ Location:** Navi Mumbai, IN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=74d494a379d3e6021d2fdb0a9915f688eecc95aa4e8b18816f61782036f5b76a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finogicindia%2F&secure%5Burl_type%5D=linkedin_company_website)  
153 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 53% Medium, 37% Small

#### What Do G2 Reviewers Say About Maplytics?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **excellent customer support** from Maplytics, noting fast responses and effective solutions to their inquiries.
- Users value the **route optimization feature** in Maplytics, enhancing trip planning and customer visit efficiency.
- Users value the **design quality** of Maplytics, enhancing their efficiency in mapping and navigation tasks.
- Users value the **free services** of Maplytics, enhancing their experience with prompt and supportive assistance from the team.
- Users appreciate the **ease of implementation** of Maplytics, benefiting from one-on-one setup and training support.

##### Cons

- Users find the **inaccurate geolocation** in Maplytics frustrating, wishing for a more intuitive drag-and-drop feature.
- Users find the **lack of intuitive map interactions** in Maplytics frustrating, hindering efficient management of locations.
- Users feel that the **training and documentation are lacking** , hindering their ability to effectively use Maplytics.

#### What Are Recent G2 Reviews of Maplytics?

**["Effortless CRM Integration with Maplytics"](https://www.g2.com/survey_responses/maplytics-review-13240401)**

**Rating:** 5.0/5.0 stars

_— Jason K._

[Read full review](https://www.g2.com/survey_responses/maplytics-review-13240401)

**["Best CRM Mapping Tool!"](https://www.g2.com/survey_responses/maplytics-review-12772212)**

**Rating:** 5.0/5.0 stars

_— Ed B._

[Read full review](https://www.g2.com/survey_responses/maplytics-review-12772212)

### [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews)

Qlik Sense empowers people to make better data-driven decisions and take action. The solution provides augmented analytics for every business need from visualization and dashboards to natural language analytics, custom and embedded analytics, reporting and alerting. Our unique associative technology enhances human intuition with AI-powered insights, offering unmatched capabilities for combining data and exploring information. It indexes the associations in your data, and exposes related and unrelated values as you click, revealing hidden insights that would be missed by query-based tools. And it performs calculations as fast as you can think. Qlik Sense helps users move from passive to active analytics for real-time collaboration and action. And you get robust data integration, application automation and the convenience of SaaS with hybrid multi-cloud capabilities. See why we’ve been named a Gartner Magic Quadrant Leader for Analytics and BI platforms for 11 years in a row. Visit us at [https://www.qlik.com/us/](-%09https://www.qlik.com/us/products/qlik-sense?utm_medium=referral&utm_source=G2&utm_team=DIG&utm_term=QlikSense&utm_mpt_id=CKMP5D)

**Average Rating:** 4.4/5.0

**Total Reviews:** 762

#### How Do G2 Users Rate Qlik Sense?

- **Ease of Use:** 8.4/10 (Category avg: 8.8/10)
- **Data Transformation:** 9.3/10 (Category avg: 8.3/10)
- **Vector Mapping :** 8.8/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 8.9/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Qlik Sense?

- **Seller:** [Qlik](https://www.g2.com/sellers/qlik)
- **Year Founded:** 1993
- **HQ Location:** Radnor, PA
- **Twitter:** @qlik  
64,130 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cd147c14c7daf80e08bf113d2cae24ca3693e49a87c147350c31e8b0961c7297&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10162%2F&secure%5Burl_type%5D=linkedin_company_website)  
4,551 employees on LinkedIn®
- **Phone:** 1 (888) 994-9854

#### Who Uses This Product?

- **Who Uses This:** Consultant, Analyst
- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 41% Large, 40% Medium

#### What Do G2 Reviewers Say About Qlik Sense?

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **ease of use** in Qlik Sense, enhancing their productivity with minimal IT support needed.
- Users commend the **robust data visualization capabilities** of Qlik Sense, enhancing insights with its user-friendly interface.
- Users appreciate the **rapid development capabilities** of Qlik Sense, enabling quick creation and deployment of analytics applications.
- Users value the **robust data visualization capabilities** of Qlik Sense, enhancing their insights and business strategies.
- Users value the **versatile and user-friendly tools** in Qlik Sense, enhancing data representation and insights across levels.

##### Cons

- Users find the **limited features** of Qlik Sense restrict their ability to create custom visualizations effectively.
- Users find the **missing features** in Qlik Sense restrictive, particularly lacking personal object additions and static report options.
- Users find Qlik Sense **expensive** , which limits its accessibility despite its capabilities.
- Users note the **limited automation in data updates** and desire better organization and visualization capabilities in Qlik Sense.
- Users find the **learning curve steep** , especially with scripting functions and integration challenges for beginners.

#### What Are Recent G2 Reviews of Qlik Sense?

**["Intuitive Data Exploration and Dashboards with Qlik Sense’s Associative Model"](https://www.g2.com/survey_responses/qlik-sense-review-12963425)**

**Rating:** 4.5/5.0 stars

_— Suman K._

[Read full review](https://www.g2.com/survey_responses/qlik-sense-review-12963425)

**["Visually Stunning, Excel-Like Ease on Web"](https://www.g2.com/survey_responses/qlik-sense-review-12727600)**

**Rating:** 4.0/5.0 stars

_— Adnan J._

[Read full review](https://www.g2.com/survey_responses/qlik-sense-review-12727600)

#### What Are G2 Users Discussing About Qlik Sense?

- [What is Qlik Sense used for?](https://www.g2.com/discussions/what-is-qlik-sense-used-for)
- [What is QlikView used for?](https://www.g2.com/discussions/what-is-qlikview-used-for)
- [What is the difference between QlikView and qlik sense?](https://www.g2.com/discussions/what-is-the-difference-between-qlikview-and-qlik-sense) - 1 comment
- [Is qlik sense good?](https://www.g2.com/discussions/is-qlik-sense-good) - 1 comment
- [What can qlik sense do?](https://www.g2.com/discussions/what-can-qlik-sense-do) - 1 comment

### [IBM Environmental Intelligence Suite](https://www.g2.com/products/ibm-environmental-intelligence-suite/reviews)

The IBM Environmental Intelligence Suite is an AI-powered SaaS solution that provides organizations with timely and fact-based actionable intelligence to proactively plan and manage the economic impact of severe weather and climate change events; built on the world’s most accurate weather data providing clients with the ability to: Monitor for disruptive environmental conditions such as severe weather, wildfires, flooding and air quality and send alerts when detected Predict potential impacts of climate change and weather across the business using climate risk analytics Gain insights into potential operational disruptions and prioritize mitigation and response efforts Measure and report on environmental initiatives and operationalize carbon accounting, while reducing the burden of this reporting on procurement and operations teams The IBM Environmental Intelligence Suite combines key functionality into a single application suite that includes: Climate and Weather Data APIs Data APIs within the IBM® Environmental Intelligence Suite tap into the breadth and depth of climate, environment and weather data to provide current and forecasted conditions, seasonal and sub-seasonal forecasts, lifestyle indices, severe weather and historical weather data for analysis. The packages are curated to give you only what you need in the format you need it, and you can use them quickly and easily by accessing data APIs through the cloud. By applying advanced analytics to a combination of business data and weather data such as alerts and notifications, forecast data and weather imagery, you can build the foundation for informed enterprise decision-making. Geospatial Analytics Engine Formerly IBM PAIRS Geoscope, the Geospatial Analytics component within the Environmental Intelligence Suite is a platform specifically designed for massive geospatial-temporal (maps, satellite, weather, drone, IoT) query and analytics services. It frees up data scientists and developers from cumbersome processes that dominate conventional data preparation, providing search-friendly access to a rich, diverse and growing catalog of continually updated geospatial-temporal information. Dashboard Visualizations Dashboard Visualization provides weather visualizations for nearly all your locations in a single, user-friendly weather dashboard. See severe weather headed to some locations? Quickly deliver guidance to leadership and a prioritized action list for personnel. Awareness of weather forecasts and patterns in advance can also open windows to new or additional business. Scalable Alerting The alerts console combines data science, geo-location and precise weather data so businesses across energy and utilities, insurance, retail, telecommunications, ground transportation and other industries can deliver timely and customized messages. With Alert Console, create meaningful touch points to strengthen customer loyalty, and protect employees and properties in a timely manner.

**Average Rating:** 4.2/5.0

**Total Reviews:** 49

#### How Do G2 Users Rate IBM Environmental Intelligence Suite?

- **Ease of Use:** 8.2/10 (Category avg: 8.8/10)
- **Data Transformation:** 8.3/10 (Category avg: 8.3/10)
- **Vector Mapping :** 8.1/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 8.8/10 (Category avg: 8.6/10)

#### Who Is the Company Behind IBM Environmental Intelligence Suite?

- **Seller:** [IBM](https://www.g2.com/sellers/ibm)
- **Year Founded:** 1911
- **HQ Location:** Armonk, New York, United States
- **Twitter:** @IBMSecurity  
74,660 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14b544adaece4fdbc987f1d7f7028048c22259946811200cc751263825586af9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1009%2F&secure%5Burl_type%5D=linkedin_company_website)  
328,202 employees on LinkedIn®
- **Ownership:** SWX:IBM

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Accounting
- **Company Size:** 39% Medium, 35% Small

#### What Do G2 Reviewers Say About IBM Environmental Intelligence Suite?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **real-time analytics** of IBM Environmental Intelligence Suite, enhancing decision-making and proactive risk management.
- Users value the **top-notch analytics** of IBM Environmental Intelligence Suite, enabling fast decision-making and proactive risk management.
- Users value the **real-time data** provided by IBM Environmental Intelligence Suite, enhancing decision-making and risk management.
- Users value the **real-time updates** from IBM Environmental Intelligence Suite for improved decision-making in supply chain management.
- Users praise the **comprehensive data analytics** of IBM Environmental Intelligence Suite, enabling fast and informed decision-making.

##### Cons

- Users find the **initial setup complex** , particularly for those outside the IBM ecosystem, affecting overall usability.
- Users find the **setup and integration complex** , particularly when transitioning from non-IBM environments, potentially hindering adoption.
- Users find the **pricing structure expensive** , making it challenging for startups and small businesses to adopt.
- Users find the **integration complexity** challenging, especially when not using existing IBM tools, complicating adoption.
- Users find **integration issues** challenging, especially if not operating within the IBM ecosystem, complicating overall implementation.

#### What Are Recent G2 Reviews of IBM Environmental Intelligence Suite?

**["Review for IBM Environmental Intelligence Suite"](https://www.g2.com/survey_responses/ibm-environmental-intelligence-suite-review-9722483)**

**Rating:** 4.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/ibm-environmental-intelligence-suite-review-9722483)

**["A Comprehensive Solution for Proactive Environmental Risk Management"](https://www.g2.com/survey_responses/ibm-environmental-intelligence-suite-review-10711686)**

**Rating:** 4.0/5.0 stars

_— Verified User in Information Services_

[Read full review](https://www.g2.com/survey_responses/ibm-environmental-intelligence-suite-review-10711686)

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