# Best Location Intelligence Software for Small Business

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

**Total Products under this Category:** 271

### 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:** Geocodio (+1.78%) - Among all products in this category, Geocodio recorded the largest rating increase compared to last month

_Last updated: August 07, 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
- 271+ 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=8040&focus%5B%5D=100459&focus%5B%5D=1318222&focus%5B%5D=1213&focus%5B%5D=14964&focus%5B%5D=989)

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

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=esri-arcgis&focus%5B%5D=ip-info-ipinfo&focus%5B%5D=google-earth-engine&focus%5B%5D=tableau&focus%5B%5D=maptitude&focus%5B%5D=alteryx&segment=small-business)

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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:** 24,690

#### 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 commend the **ease of use** of Agentforce Sales, appreciating seamless access to all customer information in one location.
- Users value the **feature-rich platform** of Agentforce Sales, enhancing seller efficiency and customer engagement.
- Users value the **powerful lead management** features of Agentforce Sales, enhancing customer experience and team collaboration.
- Users value the **extensive customization options** of Agentforce Sales, tailoring it to fit unique business needs effortlessly.
- Users value the **extensive customizability** of Agentforce Sales, allowing tailored solutions for unique business needs.

##### Cons

- Users find the **learning curve steep** , as configuration is time-consuming and report creation can be confusing.
- Users find **customization limitations** and complexity frustrating, especially for smaller teams with simpler needs.
- Users find the **missing features** in Agentforce Sales hinder their ability to manage complex issues easily.
- Users find the **limited features** of Agentforce Sales require time and expertise for effective customization and reporting.
- Users find the **pricing model expensive** , which can be prohibitive for smaller companies and those with limited budgets.

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

**["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)

**["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)

#### 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) - 7 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

### [Google Maps Platform](https://www.g2.com/products/google-maps-platform/reviews)

Google Maps Platform is a comprehensive suite of APIs and SDKs that enables developers to integrate dynamic, real-world mapping and location-based services into their applications. Leveraging Google's extensive geospatial data, it offers tools for creating interactive maps, providing accurate routing, and delivering detailed place information, thereby enhancing user engagement and functionality. Key Features and Functionality: - 3D Maps: Developers can create immersive, photorealistic 3D maps, offering users a more engaging and realistic navigation experience. - Aerial View: Provides pre-rendered, 3D cinematic videos of points of interest and their surroundings, enriching applications with dynamic visual content. - Dynamic Maps: Allows customization and real-time styling of interactive maps across all devices and platforms, ensuring a consistent and personalized user interface. - Dynamic Street View: Embeds 360° panoramic imagery, enabling users to explore locations virtually with real-world visuals. - Elevation Data: Offers access to elevation information for specific locations, useful for applications requiring topographical context. - Map Tiles: Enables the design of unique interfaces and interactions tailored to specific brand and design requirements, enhancing visual appeal and usability. - Maps Embed: Facilitates the addition of interactive maps or Street View panoramas to websites with simple HTTP requests, simplifying integration processes. - Photorealistic 3D Tiles: Provides access to a 3D mesh model of the real world, allowing the creation of cinematic experiences using preferred rendering tools. - Static Maps and Street View: Allows embedding of static map images or Street View panoramas into web pages without the need for JavaScript, streamlining content inclusion. - Street View Tiles: Utilizes street-level images and tile metadata to create immersive experiences, enhancing user interaction with real-world visuals. Primary Value and Solutions Provided: Google Maps Platform empowers developers to build applications that offer users accurate, real-time, and interactive mapping experiences. By integrating these tools, businesses can enhance user engagement, improve navigation and location-based services, and provide detailed geospatial insights. This platform is particularly beneficial for industries such as logistics, travel, real estate, and retail, where precise location information and mapping are crucial for operational efficiency and customer satisfaction.

**Average Rating:** 4.7/5.0

**Total Reviews:** 58

#### How Do G2 Users Rate Google Maps Platform?

- **Ease of Use:** 9.4/10 (Category avg: 8.8/10)
- **Data Transformation:** 9.2/10 (Category avg: 8.3/10)
- **Vector Mapping :** 9.9/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 9.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Google Maps Platform?

- **Seller:** [Google](https://www.g2.com/sellers/google)
- **Year Founded:** 1998
- **HQ Location:** Mountain View, CA
- **Twitter:** @google  
31,899,995 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fe4a5936665c9702418dd53c477fef5a7baea08078bb117ed67e966fc581b9ec&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1441%2F&secure%5Burl_type%5D=linkedin_company_website)  
341,888 employees on LinkedIn®
- **Ownership:** NASDAQ:GOOG

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services, Computer Software
- **Company Size:** 55% Small, 32% Medium

#### What Do G2 Reviewers Say About Google Maps Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Google Maps Platform, seamlessly integrating with other apps for smooth navigation.
- Users value the **accuracy and reliability** of Google Maps Platform, enhancing operational efficiency and user experience significantly.
- Users love the **navigation ease** of Google Maps Platform, appreciating its accuracy and real-time traffic updates for seamless travel.
- Users value the **real-time location tracking** of Google Maps, enhancing navigation and reducing travel time effectively.
- Users appreciate the **accuracy and reliability** of Google Maps Platform, enhancing navigation and location-based experiences.

##### Cons

- Users experience **mapping issues** with inaccurate details and confusing pricing, leading to frustrating navigation challenges.
- Users often experience **inaccurate geolocation** issues, leading to wrong turns and misplaced addresses on Google Maps.
- Users often face **accuracy issues** with Google Maps, including outdated Street View data and incorrect navigation routes.
- Users express concerns over the **high costs** and complexity of the Google Maps Platform, especially at high usage volumes.
- Users find the **high cost** of Google Maps Platform challenging, especially with heavy usage and complex feature implementation.

#### What Are Recent G2 Reviews of Google Maps Platform?

**["Accurate, Reliable Navigation with Helpful Live Traffic and Business Info"](https://www.g2.com/survey_responses/google-maps-platform-review-13170756)**

**Rating:** 4.5/5.0 stars

_— Sree K._

[Read full review](https://www.g2.com/survey_responses/google-maps-platform-review-13170756)

**["Reliable Navigation Tool for Retail Business Operations"](https://www.g2.com/survey_responses/google-maps-platform-review-12984205)**

**Rating:** 5.0/5.0 stars

_— Prasanjeet S._

[Read full review](https://www.g2.com/survey_responses/google-maps-platform-review-12984205)

#### What Are G2 Users Discussing About Google Maps Platform?

- [What is Google Maps API used for?](https://www.g2.com/discussions/what-is-google-maps-api-used-for)
- [What is Google Places used for?](https://www.g2.com/discussions/what-is-google-places-used-for) - 2 comments
- [Does Ola use Google Maps API?](https://www.g2.com/discussions/does-ola-use-google-maps-api)
- [What can I do with Google Map API?](https://www.g2.com/discussions/what-can-i-do-with-google-map-api)
- [Can you use Google Maps API for free?](https://www.g2.com/discussions/can-you-use-google-maps-api-for-free) - 1 upvote

### [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 to be **user-friendly** , making it easy to navigate and effective for geospatial tasks.
- Users value the **high-quality 3D visualization** of ArcGIS, enhancing accuracy and decision-making in various applications.
- Users highlight the **advanced data visualization capabilities** of Esri ArcGIS Pro, enhancing clarity and usability in analysis.
- Users find Esri ArcGIS **highly user-friendly** , appreciating its ease of learning and effective analytical tools.
- Users value the **user-friendly visualization tools** in Esri ArcGIS Pro, enhancing clarity and ease of geospatial analysis.

##### Cons

- Users struggle with **stability and integration issues** in ArcGIS, hindering workflow and data management efficiency.
- Users find the **high cost** of Esri ArcGIS a barrier, especially for small businesses and learners.
- Users face **integration issues** with ArcGIS, causing disruptions and complicating file management with third-party tools like OneDrive.
- Users find the **learning curve challenging** , often needing extra training to effectively use Esri ArcGIS.
- Users find it **hard to learn** and suggest that additional training opportunities could improve their experience with ArcGIS.

#### 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)

### [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:** 8.5/10 (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:** 70% Small, 20% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find IPinfo to be **easy to use** , with straightforward documentation and quick implementation.
- Users value the **accuracy of IP information** from IPinfo, enhancing fraud detection and reliable location insights.
- Users appreciate the **easy API integration** of IPinfo, enhancing security and providing reliable, detailed IP data.
- Users value the **accuracy** of IPinfo for monitoring fraud and ensuring reliable IP intelligence.
- Users appreciate the **easy integrations** of IPinfo, benefiting from seamless implementation and comprehensive documentation.

##### Cons

- Users find the **pricing of IPinfo** to be high, particularly for those needing only basic features.
- Users find **pricing issues** with IPinfo, suggesting improvements for better value and transparent billing options.
- Users report **inaccurate geolocation** issues with IPinfo, occasionally receiving incorrect location data for IP addresses.
- Users report frequent issues with **inaccuracy** in IP info, such as wrong state identification and outdated domain listings.
- Users find the **limited data** from IPinfo can hinder functionality, especially for those needing more refined information.

#### 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)

**["Ease and Efficiency in Lead Filtering with IPinfo"](https://www.g2.com/survey_responses/ipinfo-review-12806979)**

**Rating:** 4.5/5.0 stars

_— Áquila T._

[Read full review](https://www.g2.com/survey_responses/ipinfo-review-12806979)

#### 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

### [Google Earth Engine](https://www.g2.com/products/google-earth-engine/reviews)

Earth Engine Public and private sector leaders can improve operations to become more sustainable by sourcing raw materials more responsibly and by analyzing and mitigating climate risks to their organizations. If you would like to start using Earth Engine, click Get started.

**Average Rating:** 4.6/5.0

**Total Reviews:** 60

#### How Do G2 Users Rate Google Earth Engine?

- **Ease of Use:** 8.9/10 (Category avg: 8.8/10)
- **Data Transformation:** 8.7/10 (Category avg: 8.3/10)
- **Vector Mapping :** 8.9/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 8.7/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Google Earth Engine?

- **Seller:** [Google](https://www.g2.com/sellers/google)
- **Year Founded:** 1998
- **HQ Location:** Mountain View, CA
- **Twitter:** @google  
31,899,995 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fe4a5936665c9702418dd53c477fef5a7baea08078bb117ed67e966fc581b9ec&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1441%2F&secure%5Burl_type%5D=linkedin_company_website)  
341,888 employees on LinkedIn®
- **Ownership:** NASDAQ:GOOG

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 62% Small, 30% Medium

#### What Are Recent G2 Reviews of Google Earth Engine?

**["Robust Geospatial Analysis with Detailed Landsat Insights in Google Earth Engine"](https://www.g2.com/survey_responses/google-earth-engine-review-12708898)**

**Rating:** 5.0/5.0 stars

_— SAMUEL K._

[Read full review](https://www.g2.com/survey_responses/google-earth-engine-review-12708898)

**["Google Earth Engine Prompt Review"](https://www.g2.com/survey_responses/google-earth-engine-review-8857216)**

**Rating:** 5.0/5.0 stars

_— Company Secretary S._

[Read full review](https://www.g2.com/survey_responses/google-earth-engine-review-8857216)

### [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:** 3,681

#### 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 find Tableau's **ease of use** essential for creating interactive dashboards without heavy coding or complex setups.
- Users value Tableau's **data visualization capabilities** , enabling the creation of interactive, clear dashboards that enhance decision-making.
- Users love Tableau for its **powerful visualization capabilities** , enabling clear, interactive dashboards and real-time data insights.
- Users value the **interactive dashboards** of Tableau, enhancing data visualization and simplifying complex reporting tasks seamlessly.
- Users love Tableau's **intuitive interface** , making complex data visualization and dashboard creation easy and accessible.

##### Cons

- Users find the **learning curve steep** , making it challenging to fully integrate Tableau with Salesforce and MS products.
- Users face a **steep learning curve** with Tableau, making it challenging for new users to become proficient.
- Users report that the **high licensing cost** of Tableau can be a significant barrier, especially for smaller teams.
- Users report **slow performance** with large datasets, impacting their experience and efficiency in Tableau.
- Users find Tableau's **onboarding and complexity** challenging, making it tougher to transition from simpler tools like 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)

**["Turning Complex Data into Actionable Insights"](https://www.g2.com/survey_responses/tableau-review-13075232)**

**Rating:** 5.0/5.0 stars

_— Murtuza L._

[Read full review](https://www.g2.com/survey_responses/tableau-review-13075232)

#### 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)
- [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

### [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 benefit from Maptitude's **extensive feature set** , including robust spatial analytics and demographic tools for diverse projects.
- Users value the **ease of use** of Maptitude, appreciating its quick learning curve and straightforward analytical tools.
- Users appreciate the **clear data visualization** in Maptitude, enabling informed decisions and compelling storytelling through mapping.
- Users value the **high data accuracy** of Maptitude, enhancing their logistical and analytical project effectiveness.
- Users value the **powerful GIS analysis** tools in Maptitude, greatly enhancing logistics and diverse project capabilities.

##### Cons

- Users express frustration with **limited accessibility** for Maptitude, particularly regarding installation and sharing options.
- Users find Maptitude **expensive due to extra costs** for sharing options and annual license requirements for updated data.
- Users find the **limited sharing options** and lack of a "reassign" feature restricts their mapping experience in Maptitude.
- Users find the **learning curve challenging** , especially for beginners, but online training helps ease the transition.
- Users find the **learning curve challenging** , especially for newbies, but training resources can help improve understanding.

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

**["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)

**["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)

#### 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

### [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:** 861

#### 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** of Alteryx, finding it user-friendly and efficient for non-technical users.
- Users appreciate the **automation capabilities** of Alteryx, enhancing speed and efficiency in data preparation and analysis.
- Users love the **intuitive design** of Alteryx, making data management and workflow creation effortless and efficient.
- Users find Alteryx to be **very easy to learn and use** , enhancing their data workflow and automation experience.
- Users appreciate the **efficiency** of Alteryx, enabling quick data processing and streamlined workflows without complex coding.

##### Cons

- Users mention that Alteryx has a **high cost** which can be challenging for small teams and startups.
- Users find a **steep learning curve** for advanced features, making it challenging for beginners to master Alteryx quickly.
- Users point out the **missing features** in Alteryx, such as limited connectors and issues with output flexibility.
- Users find **learning difficulty** in Alteryx due to confusing tools and troubleshooting errors, especially for beginners.
- Users encounter **slow performance** when processing large datasets, impacting efficiency and usability in Alteryx.

#### 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)

### [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?

**["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)

**["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)

### [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:** 336

#### 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 love the **ease of use** of Badger Maps, appreciating its smooth setup and intuitive features for efficiency.
- Users appreciate the **visual mapping feature** of Badger Maps, enhancing organization and productivity in planning daily routes.
- Users value the **route optimization** feature of Badger Maps, enhancing efficiency and streamlining their daily tasks.
- Users value the **route planning features** of Badger Maps, enhancing efficiency and ease in managing client visits.
- Users appreciate the **responsive and helpful customer support** from Badger Maps, enhancing their overall mapping experience.

##### Cons

- Users experience **routing issues** with Badger Maps, leading to backtracking and inefficiencies in navigation.
- Users experience issues with **navigation accuracy** and limited search capabilities in Badger Maps, affecting their efficiency.
- Users find the **pricing to be high** compared to its features, especially for limited usage scenarios.
- Users suggest that **improvement in sync and functionality** between mobile and online versions is needed for better efficiency.
- Users feel the **route optimizer overlooks appointment times** , leading to inefficiencies and limits on account management features.

#### 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

### [MapBusinessOnline](https://www.g2.com/products/mapbusinessonline/reviews)

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:** 50

#### How Do G2 Users Rate MapBusinessOnline?

- **Ease of Use:** 8.4/10 (Category avg: 8.8/10)
- **Data Transformation:** 3.3/10 (Category avg: 8.3/10)
- **Vector Mapping :** 6.7/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 7.5/10 (Category avg: 8.6/10)

#### Who Is the Company Behind MapBusinessOnline?

- **Seller:** [SpatialTEQ Inc.](https://www.g2.com/sellers/spatialteq-inc)
- **Year Founded:** 1996
- **HQ Location:** Cornish, ME
- **Twitter:** @MapBusinessLive  
508 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c4a104a4778f57ff37cc31a2ac07795c7e560d2ba0a43b64fa5573ae4fe6b6a3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2220173%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Manufacturing
- **Company Size:** 48% Medium, 38% Small

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find MapBusinessOnline to be **user-friendly and intuitive** , enabling quick insights without needing technical expertise.
- Users value the **custom mapping features** of MapBusinessOnline, enhancing territory alignment and decision-making efficiency.
- Users highlight the **easy integrations** of MapBusinessOnline, enhancing daily operations and streamlining data management effectively.
- Users value the **comprehensive features** of MapBusinessOnline, enhancing their daily sales and marketing operations effectively.
- Users value the **intuitive interface and rich features** of MapBusinessOnline, enhancing daily operations and decision-making.

##### Cons

- Users face a **learning curve** with setup and features, which may complicate initial usage and understanding.
- Users experience **learning difficulties** due to a steep setup process and quirks that necessitate deeper understanding.
- Users encounter **data limit challenges** with MapBusinessOnline, requiring regular maintenance to avoid unexpected capacity issues.
- Users experience **data issues** with quick limits, requiring regular maintenance and awareness to avoid unexpected problems.
- Users find the **data management process time-consuming** , requiring multiple data files for effective map creation.

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

**["Effortless Excel-to-Map Plotting with MapBusinessOnline"](https://www.g2.com/survey_responses/mapbusinessonline-review-12872669)**

**Rating:** 5.0/5.0 stars

_— Roxane L._

[Read full review](https://www.g2.com/survey_responses/mapbusinessonline-review-12872669)

**["Helpful Tutorials, Friendly Chat Support, and Great Value"](https://www.g2.com/survey_responses/mapbusinessonline-review-12614770)**

**Rating:** 5.0/5.0 stars

_— Lisa G._

[Read full review](https://www.g2.com/survey_responses/mapbusinessonline-review-12614770)

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

- [How do I map addresses in Excel?](https://www.g2.com/discussions/how-do-i-map-addresses-in-excel) - 1 comment
- [What is online maps Business?](https://www.g2.com/discussions/what-is-online-maps-business) - 1 comment
- [What is map Business?](https://www.g2.com/discussions/what-is-map-business) - 1 comment

### [Mapbox](https://www.g2.com/products/mapbox/reviews)

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?

- **Ease of Use:** 8.4/10 (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 Mapbox?

- **Seller:** [Mapbox](https://www.g2.com/sellers/mapbox)
- **Year Founded:** 2011
- **HQ Location:** Washington D.C.
- **Twitter:** @Mapbox  
76,538 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fb638734c02dce1f0b5603030780a76c6d62d457a53df0e616925740c0e27fb8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3302167%2F&secure%5Burl_type%5D=linkedin_company_website)  
956 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 66% Small, 20% Medium

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

**["An essential part of any mapping application"](https://www.g2.com/survey_responses/mapbox-review-8932316)**

**Rating:** 5.0/5.0 stars

_— Peter C._

[Read full review](https://www.g2.com/survey_responses/mapbox-review-8932316)

**["TruckX Elevates Fleet Operations with Mapbox Maps"](https://www.g2.com/survey_responses/mapbox-review-9915680)**

**Rating:** 4.0/5.0 stars

_— Clarissa L._

[Read full review](https://www.g2.com/survey_responses/mapbox-review-9915680)

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

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?

- **Ease of Use:** 9.0/10 (Category avg: 8.8/10)
- **Data Transformation:** 8.7/10 (Category avg: 8.3/10)
- **Vector Mapping :** 9.2/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 8.8/10 (Category avg: 8.6/10)

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

- **Seller:** [Scribble Maps](https://www.g2.com/sellers/scribble-maps-ace23924-b1a2-4fce-a757-f1fad3d8f34c)
- **Company Website:** www.scribblemaps.com
- **Year Founded:** 2009
- **HQ Location:** Walnut, California
- **Twitter:** @scribblemaps  
4,106 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=372853c35f3bed3ddd7e33b93261623a520390236f814c7f0030b4d93edeae28&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fscribble-maps%2Fabout&secure%5Burl_type%5D=linkedin_company_website)  
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 highlight the **ease of use** of Scribble Maps, enabling quick map creation with an intuitive interface.
- Users value the **intuitive mapping features** of Scribble Maps, enabling quick, easy customization and effective communication.
- Users appreciate the **intuitive interface** of Scribble Maps, allowing quick and easy map creation without GIS expertise.
- Users love the **intuitive interface** of Scribble Maps, making map creation easy and accessible for everyone.
- Users appreciate the **easy-to-use design** of Scribble Maps, enabling quick visualizations without complex tools.

##### Cons

- Users find the **limited customization** of Scribble Maps makes it hard to manage complex projects and maintain clarity.
- Users experience **mapping issues** with lag and clutter when adding multiple elements, hindering a streamlined mapping experience.
- Users find that **app bugs** lead to a cluttered interface, making it difficult to manage their maps effectively.
- Users find **customization difficult** , particularly with large projects and integration with tools like CAD, impacting efficiency.
- Users experience **lag issues** with Scribble Maps when adding multiple elements and desire more icons and templates.

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

**["A good tool for project planning and creating custom maps"](https://www.g2.com/survey_responses/scribble-maps-review-11792381)**

**Rating:** 5.0/5.0 stars

_— Aneurys Nicanor A._

[Read full review](https://www.g2.com/survey_responses/scribble-maps-review-11792381)

**["Mapping Made Marvelously Simple"](https://www.g2.com/survey_responses/scribble-maps-review-8004680)**

**Rating:** 4.0/5.0 stars

_— Suraj M._

[Read full review](https://www.g2.com/survey_responses/scribble-maps-review-8004680)

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

- [What is Scribble Maps used for?](https://www.g2.com/discussions/what-is-scribble-maps-used-for) - 1 comment
- [How do you mark up on Google Maps?](https://www.g2.com/discussions/how-do-you-mark-up-on-google-maps)
- [How do you draw on a map?](https://www.g2.com/discussions/how-do-you-draw-on-a-map) - 1 upvote
- [How do I make an interactive map for free?](https://www.g2.com/discussions/how-do-i-make-an-interactive-map-for-free) - 1 upvote
- [How do you use Scribble Maps?](https://www.g2.com/discussions/how-do-you-use-scribble-maps) - 1 upvote

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

ArcGIS Pro is Esri’s powerful, single desktop GIS application. Technologically ahead of everything else on the market, ArcGIS Pro supports data visualization, advanced analysis and authoritative data maintenance in both 2D and 3D. ArcGIS Pro is tightly coupled with the ArcGIS platform supporting data sharing across ArcGIS Online and ArcGIS Enterprise through Web GIS.

**Average Rating:** 4.3/5.0

**Total Reviews:** 173

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

- **Ease of Use:** 7.6/10 (Category avg: 8.8/10)
- **Data Transformation:** 7.6/10 (Category avg: 8.3/10)
- **Vector Mapping :** 8.8/10 (Category avg: 8.5/10)
- **Spatial Analysis:** 8.5/10 (Category avg: 8.6/10)

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

- **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:** 37% Medium, 36% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **user-friendly design** of ArcGIS Pro, facilitating complex geospatial tasks with ease.
- Users highlight the **superior 3D visualization** capabilities of ArcGIS Pro, enhancing their geospatial analysis experience.
- Users value the **user-friendly design** of ArcGIS Pro, significantly enhancing their efficiency with its Ribbon Interface.
- Users appreciate the **powerful tools** of ArcGIS Pro, enhancing their capacity for advanced mapping and analysis.
- Users value the **extensive tool variety** in ArcGIS Pro, enhancing their geospatial analysis and visualization capabilities.

##### Cons

- Users find the **high cost** of ArcGIS Pro licensing to be a significant drawback despite its robust capabilities.
- Users experience **connectivity issues** due to heavy hardware requirements and reliance on cloud services.
- Users struggle with the **heavy hardware requirements** of ArcGIS Pro, which makes it less accessible for some.
- Users find the **licensing costs expensive** , especially with many essential features needing additional payments or credits.
- Users find the **steep learning curve** of ArcGIS Pro challenging, particularly due to its complex interface for beginners.

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

**["Powerful 2D/3D GIS with Fast Performance and Seamless ArcGIS Integration"](https://www.g2.com/survey_responses/arcgis-pro-review-12658884)**

**Rating:** 5.0/5.0 stars

_— Chermapandiyan T._

[Read full review](https://www.g2.com/survey_responses/arcgis-pro-review-12658884)

**["Spatial analysis tools under your fingertips with ArcGIS Pro"](https://www.g2.com/survey_responses/arcgis-pro-review-7570624)**

**Rating:** 5.0/5.0 stars

_— Charlyn S._

[Read full review](https://www.g2.com/survey_responses/arcgis-pro-review-7570624)

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

- [What does ArcGIS pro cost?](https://www.g2.com/discussions/what-does-arcgis-pro-cost)
- [What is the difference between ArcGIS and Arcgis pro?](https://www.g2.com/discussions/what-is-the-difference-between-arcgis-and-arcgis-pro) - 1 comment
- [What is a feature class ArcGIS pro?](https://www.g2.com/discussions/what-is-a-feature-class-arcgis-pro)
- [What does ArcGIS Pro do?](https://www.g2.com/discussions/what-does-arcgis-pro-do)

### [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 commend the **ease of use** of Qlik Sense, appreciating its user-friendly interface and seamless data integration.
- Users value the **robust data visualization capabilities** in Qlik Sense, enhancing insight generation from diverse data sources.
- Users value the **rapid development capabilities** of Qlik Sense, enabling quick creation of insightful analytics applications.
- Users value the **robust data visualization capabilities** of Qlik Sense, enhancing insights and facilitating data integration effortlessly.
- Users praise the **versatile tools** of Qlik Sense, enabling effective data integration and insightful analytics at all levels.

##### Cons

- Users note the **limited features** of Qlik Sense, particularly regarding custom visuals and dashboard development ease.
- Users miss the **ability to add personal objects** and static report features in Qlik Sense SaaS compared to on-premise.
- Users find Qlik Sense to be **expensive** , which affects its accessibility and overall value for data analytics.
- Users are frustrated with **manual data management tasks** , wishing for more automation and better data organization in Qlik Sense.
- Using Qlik Sense involves a steep **learning curve** , making it challenging for beginners to utilize effectively.

#### 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

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