Best Location Intelligence Software - Page 7

How Many Location Intelligence Software Products Does G2 Track?

Total Products under this Category: 302

Category Stats (Sep 2026)

  • Average Rating: 4.4/5 (↑0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Smappen (+9.51%) - Among all products in this category, Smappen recorded the largest rating increase compared to last month

Last updated: September 01, 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
  • 302+ 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

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)

Emesent

Emesent is a provider of autonomous drone solutions, specializing in LiDAR mapping and data analytics for challenging and GPS-denied environments. Founded in 2018 with strong ties to Australia's CSIRO, Emesent has rapidly established a global presence, delivering high-quality data capture across industries such as mining, infrastructure, surveying, and mapping. Their flagship product, Hovermap, is a versatile mobile scanning unit that integrates advanced collision avoidance and autonomous flight technologies, enabling efficient and safe mapping of hazardous areas. Key Features and Functionality: - Versatile Deployment: Hovermap can be mounted on drones, vehicles, or used as a handheld device, allowing for flexible data collection in various environments. - Advanced SLAM Technology: Utilizes Simultaneous Localization and Mapping to generate accurate 3D point cloud maps without the need for GPS, making it ideal for underground or obstructed areas. - Autonomous Navigation: Features collision avoidance and autonomous flight capabilities, enhancing safety and efficiency during data collection missions. - High-Quality Data Capture: Provides detailed and reliable data for applications such as geotechnical monitoring, infrastructure inspection, and topographic surveys. Primary Value and Problem Solved: Emesent's solutions address the critical need for safe and efficient data collection in hazardous or inaccessible environments. By automating the mapping process and eliminating the requirement for human presence in dangerous areas, Emesent enhances worker safety and operational efficiency. Their technology delivers precise, high-quality data, empowering industries to make informed decisions, optimize operations, and reduce costs associated with traditional surveying methods.

Average Rating: 4.8/5.0

Total Reviews: 3

How Do G2 Users Rate Emesent?

  • Ease of Use: 10.0/10 (Category avg: 8.8/10)
  • Data Transformation: 9.4/10 (Category avg: 8.3/10)
  • Vector Mapping : 8.9/10 (Category avg: 8.5/10)
  • Spatial Analysis: 8.9/10 (Category avg: 8.6/10)

Who Is the Company Behind Emesent?

  • Seller: Emesent
  • Year Founded: 2018
  • HQ Location: Milton, AU
  • LinkedIn® Page: www.linkedin.com
    132 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Emesent?

Esri Location Data

Esri Demographics helps you understand the characteristics of a population based on a specific location. Esri Demographics are accessible through ArcGIS Online as maps, reports, and data that you can use to enrich your maps and data.

Average Rating: 4.2/5.0

Total Reviews: 9

How Do G2 Users Rate Esri Location Data?

  • Ease of Use: 8.6/10 (Category avg: 8.8/10)
  • Data Transformation: 10.0/10 (Category avg: 8.3/10)
  • Spatial Analysis: 10.0/10 (Category avg: 8.6/10)

Who Is the Company Behind Esri Location Data?

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

Who Uses This Product?

  • Company Size: 64% Medium, 27% Small

What Are Recent G2 Reviews of Esri Location Data?

What Are G2 Users Discussing About Esri Location Data?

Felt

Felt is the AI-native GIS platform that brings the entire spatial stack into the browser — maps, apps, dashboards, and data pipelines — without the complexity of legacy tools. Built for GIS professionals and the whole org that depends on them, with native connections to Snowflake, BigQuery, Databricks, and S3.

Average Rating: 4.9/5.0

Total Reviews: 4

How Do G2 Users Rate Felt?

  • Ease of Use: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Felt?

  • Seller: Felt Maps, Inc.
  • Year Founded: 2021
  • HQ Location: Oakland, US
  • Twitter: @felt
    10,973 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    45 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Felt?

FlyPix AI

FlyPix AI is an advanced object detection platform designed for analyzing satellite and drone imagery . It offers users the ability to detect, segment and localize objects and areas within these images as well as track changes and identify anomalies. It's user-friendly interface and no-code approach empowers users of all technical backgrounds to create customized use cases and obtain valuable insights from their data.

Average Rating: 4.7/5.0

Total Reviews: 3

How Do G2 Users Rate FlyPix AI?

  • Ease of Use: 7.2/10 (Category avg: 8.8/10)
  • Data Transformation: 8.3/10 (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 FlyPix AI?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of FlyPix AI?

GeoIQ

GeoIQ is a location intelligence platform that provides comprehensive data and insights to help businesses make informed decisions about their retail operations and expansion. It offers a range of data points, including demographic information, commercial activity, and market performance indicators, to give users a detailed understanding of a specific location or market. It can help you identify high potential micro markets within each city, prioritise which cities to enter, predict revenue/indexed potential for each new outlet or understand your target audience for local level marketing.

Average Rating: 4.5/5.0

Total Reviews: 3

How Do G2 Users Rate GeoIQ?

  • Ease of Use: 9.4/10 (Category avg: 8.8/10)
  • Data Transformation: 8.9/10 (Category avg: 8.3/10)
  • Vector Mapping : 9.4/10 (Category avg: 8.5/10)
  • Spatial Analysis: 9.4/10 (Category avg: 8.6/10)

Who Is the Company Behind GeoIQ?

  • Seller: GeoIQ
  • Year Founded: 2018
  • HQ Location: Bengaluru South, IN
  • LinkedIn® Page: www.linkedin.com
    43 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Medium, 33% Small

What Are Recent G2 Reviews of GeoIQ?

Ginkgo

Ginkgo is a mapping and data analysis platform for place management. Place managers use Ginkgo to build intelligent geospatial apps and automate workflows for their team. Use Ginkgo as your all-in-one database to optimize your real estate CRM, website CMS, automated reporting tools, membership programs, asset management and community engagement. Start tracking your team's impact to measure what truly matters for your community with Ginkgo.

Average Rating: 5.0/5.0

Total Reviews: 5

How Do G2 Users Rate Ginkgo?

  • Ease of Use: 10.0/10 (Category avg: 8.8/10)
  • 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 Ginkgo?

  • Seller: Ginkgo
  • Year Founded: 2015
  • HQ Location: New York, US
  • Twitter: @Ginkgocity
    1,122 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Ginkgo?

Hivemapper

Hivemapper is modern mapping infrastructure. Hivemapper provides mapping, visualization, and analytic tools—for humans and machines alike—that uncover changes humans can’t see. Our machine vision powered mapping tools help forward thinking businesses and organizations build and visualize smarter living maps.

Average Rating: 3.8/5.0

Total Reviews: 3

How Do G2 Users Rate Hivemapper?

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

Who Is the Company Behind Hivemapper?

  • Seller: Hivemapper
  • Year Founded: 2015
  • HQ Location: San Francisco, US
  • Twitter: @Hivemapper
    56,511 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    52 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Medium, 33% Large

What Are Recent G2 Reviews of Hivemapper?

IdealSpot

IdealSpot has spent the last eight years aggregating consumer and retail market data to build the most comprehensive, up-to-date, and geographically granular map of the US retail market available in the world. On top of our data foundations, we have developed expertise in the analysis of consumer behavior and retail networks while working with thousands of retail brands across the country. We offer multiple paths to insight for our customers: self-service SaaS, project-based consulting, API integration, and enterprise data sharing. On the SaaS side, our flexible self-service platform enables researchers to drill down into exactly the insights and reports they need on any location they are studying. For enterprises who have attained data maturity, we enrich location data at industrial scale and employ highly-specialized analysts to craft novel solutions to business problems through proprietary statistical methods.

Average Rating: 3.7/5.0

Total Reviews: 3

How Do G2 Users Rate IdealSpot?

  • Ease of Use: 6.1/10 (Category avg: 8.8/10)
  • Data Transformation: 6.7/10 (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 IdealSpot?

Who Uses This Product?

  • Company Size: 67% Small, 33% Large

What Are Recent G2 Reviews of IdealSpot?

IndoorAtlas

All in one location solution

Average Rating: 4.0/5.0

Total Reviews: 3

How Do G2 Users Rate IndoorAtlas?

  • Ease of Use: 7.8/10 (Category avg: 8.8/10)
  • Data Transformation: 6.7/10 (Category avg: 8.3/10)
  • Vector Mapping : 7.5/10 (Category avg: 8.5/10)
  • Spatial Analysis: 6.7/10 (Category avg: 8.6/10)

Who Is the Company Behind IndoorAtlas?

  • Seller: IndoorAtlas
  • Year Founded: 2012
  • HQ Location: Oulu, FI
  • Twitter: @IndoorAtlas
    1,303 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    12 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of IndoorAtlas?

Mapline

Connect your data to the real world. In seconds, you can upload your data, see it on a map, create routes, generate charts and reports, and bring it all together into a visual dashboard. Using our powerful analytical tools, create new ways of visualizing and understanding your data. If you run into issues, our team of experts is ready to show you how to make the most of your data! Call us, chat with us, or send an email, we are here to help.

Average Rating: 4.7/5.0

Total Reviews: 3

How Do G2 Users Rate Mapline?

  • Ease of Use: 6.1/10 (Category avg: 8.8/10)

Who Is the Company Behind Mapline?

  • Seller: Mapline
  • Year Founded: 2008
  • HQ Location: Pleasant Grove, US
  • Twitter: @MaplineSimple
    950 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    49 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 33% Medium, 33% Small

What Are Recent G2 Reviews of Mapline?

Mappedin

Mappedin is a global leader in indoor mapping and spatial data management. Our solutions power billions of square feet of indoor space and guide millions of people visiting malls, stadiums, airports, offices, healthcare facilities, warehouses, universities, and more. We're making maps as powerful indoors as they are outdoors. With custom enterprise solutions, easy-to-use developer tools, and a revolutionary self-service mapmaking platform, we enable our customers to enhance indoor experiences, optimize spaces, track assets, and ensure public safety with AI-powered mapping technology. Mappedin offers an intuitive platform unmatched in flexibility and scalability, allowing organizations of all sizes to create, manage, and deploy interactive indoor maps without specialized technical expertise. Secure cloud-based infrastructure ensures real-time updates across all touchpoints, maintaining wayfinding accuracy even as spaces evolve. What sets Mappedin apart is a commitment to ease of integration. Mappedin SDK supports seamless embedding into existing applications, websites, and kiosks, while an open API architecture enables custom functionality and third-party system integration. With enterprise-grade security, comprehensive analytics, and dedicated customer support, Mappedin delivers a complete indoor mapping solution that transforms how people navigate and interact with complex indoor environments. Join thousands of satisfied customers worldwide who trust Mappedin to power their indoor mapping and navigation needs with industry-leading technology that's intuitive, reliable, and continuously evolving to meet tomorrow's spatial challenges.

Average Rating: 4.5/5.0

Total Reviews: 5

How Do G2 Users Rate Mappedin?

  • Ease of Use: 7.9/10 (Category avg: 8.8/10)
  • Data Transformation: 8.3/10 (Category avg: 8.3/10)
  • Vector Mapping : 7.5/10 (Category avg: 8.5/10)
  • Spatial Analysis: 10.0/10 (Category avg: 8.6/10)

Who Is the Company Behind Mappedin?

  • Seller: Mappedin
  • Year Founded: 2011
  • HQ Location: Waterloo, CA
  • Twitter: @mappedin
    1,338 Twitter followers
  • LinkedIn® Page: ca.linkedin.com
    97 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 80% Small, 20% Medium

What Do G2 Reviewers Say About Mappedin?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the 3D visualization features of MappedIn, enhancing experiences for both exhibitors and customers alike.
  • Users appreciate the API integration of Mappedin, allowing effective data collection and analysis across various sectors.
  • Users value the innovative 3D mapping and data visualization features, enhancing experiences across various sectors.
  • Users praise the design quality of Mappedin for its user-friendly and precise mapping capabilities.
  • Users find Mappedin's ease of use exceptional, making mapping accessible for all, including less experienced users.
Cons
  • Users face ongoing issues with reporting and analytics, which hinder effective data management and impact overall user experience.
  • Users experience inaccuracy in space analysis, leading to miscalculations of added widgets and frustrating outcomes.
  • Users face challenges with poor reporting and analytics, affecting data-driven decision-making and overall user experience.

What Are Recent G2 Reviews of Mappedin?

OpenBlue Insights

Johnson Controls OpenBlue turns data into a strategic asset that informs critical portfolio decisions and extends the life of your business with a workplace designed for productivity and growth. OpenBlue Insights brings together a variety of workplace data sets, delivering informed insights for portfolio rationalization and an optimized hybrid workplace. Individual data streams such as IWMS data, occupancy and environmental sensor data, calendar and booking data and more are brought together into a data pipeline where the data is transformed and aggregated, delivering multi-data-point analysis that is infused with AI, giving insight into your organization’s portfolio utilization, attributes, strengths, and weaknesses.

Average Rating: 3.8/5.0

Total Reviews: 3

How Do G2 Users Rate OpenBlue Insights?

  • Ease of Use: 6.7/10 (Category avg: 8.8/10)

Who Is the Company Behind OpenBlue Insights?

  • Seller: Johnson Controls
  • HQ Location: Cork, IE
  • Twitter: @johnsoncontrols
    29,388 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    60,591 employees on LinkedIn®
  • Ownership: NYSE:JCI
  • Total Revenue (USD mm): $22,317

Who Uses This Product?

  • Company Size: 60% Large, 20% Medium

What Are Recent G2 Reviews of OpenBlue Insights?

Propulso

At the heart of Propulso’s location intelligence platform is our GeoIndicator technology, designed to provide accurate, granular, and actionable insights into human mobility patterns. Leveraging large-scale GPS location data from trusted third-party providers, GeoIndicator transforms queried data into meaningful metrics that empower decision-makers across industries. We also power a GeoMarketing platform to enable users to make action on they insights they discovered with the GeoIndicators through advertising.

Average Rating: 4.2/5.0

Total Reviews: 11

How Do G2 Users Rate Propulso?

  • Ease of Use: 6.7/10 (Category avg: 8.8/10)
  • Data Transformation: 4.4/10 (Category avg: 8.3/10)
  • Vector Mapping : 5.6/10 (Category avg: 8.5/10)
  • Spatial Analysis: 8.3/10 (Category avg: 8.6/10)

Who Is the Company Behind Propulso?

  • Seller: Propulso
  • Year Founded: 2017
  • HQ Location: Magog, Quebec
  • LinkedIn® Page: www.linkedin.com
    21 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 45% Medium, 36% Small

What Do G2 Reviewers Say About Propulso?

AI-generated summary from verified user reviews

Pros
  • Users value the quick market analysis provided by Geoindicator in Propulso, enhancing decision-making efficiency.
  • Users value the great team and strong support provided by Propulso, enhancing their overall experience.
  • Users value the data accuracy of Propulso, finding it essential for relevant consumer insights.
  • Users value the accurate and relevant consumer data provided by Propulso, enhancing quick market analysis with geoindicators.
  • Users value the accuracy and relevance of data in Propulso, enhancing quick analysis with geoindicators.
Cons
  • Users highlight the inaccuracy of data in Propulso, calling for improvements to enhance report usability.
  • Users report inadequate reporting, indicating a need for better data accuracy and improved ease of use.
  • Users find integration issues problematic, needing excessive manual effort for connecting Propulso with other platforms.
  • Users note the limited functionalities of Propulso, highlighting its current developmental phase as a drawback.
  • Users note the limited functionality of Propulso, requiring manual intervention for better integration as it develops.

What Are Recent G2 Reviews of Propulso?

SGSI MapEngines

Software suite that helps small analytics teams analyze and manage localized data, produce coverage maps and reports.

Average Rating: 4.5/5.0

Total Reviews: 3

How Do G2 Users Rate SGSI MapEngines?

  • Ease of Use: 9.4/10 (Category avg: 8.8/10)
  • Data Transformation: 8.3/10 (Category avg: 8.3/10)
  • Vector Mapping : 9.4/10 (Category avg: 8.5/10)
  • Spatial Analysis: 10.0/10 (Category avg: 8.6/10)

Who Is the Company Behind SGSI MapEngines?

Who Uses This Product?

  • Company Size: 33% Small, 33% Large

What Do G2 Reviewers Say About SGSI MapEngines?

AI-generated summary from verified user reviews

Pros
  • Users find SGSI MapEngines to be easy to use, enabling efficient management of locational data for analysis and reporting.
  • Users value the efficient data integration capabilities of SGSI MapEngines for analyzing regional locational data trends.
  • Users find SGSI MapEngines to be excellent for managing data, effectively organizing Location Based information for reports.
  • Users find the real-time data capabilities of SGSI MapEngines invaluable for analyzing location-specific trends effectively.
  • Users find SGSI MapEngines extremely useful for organizing Location Based information and improving report generation.
Cons
  • Users find the limited customization options of SGSI MapEngines restrict their ability to tailor reports effectively.
  • Users find the limited customization options for maps and reports hinder their data presentation and analysis capabilities.
  • Users find the poor reporting capabilities of SGSI MapEngines limit their ability to create appealing presentations.

What Are Recent G2 Reviews of SGSI MapEngines?

Shield

SHIELD is a device-first fraud intelligence platform that helps digital businesses worldwide eliminate fake accounts and stop all fraudulent activity. Powered by SHIELD AI, we identify the root of fraud with the global standard for device identification (SHIELD Device ID) and actionable fraud intelligence, empowering businesses to stay ahead of new and unknown fraud threats. We are trusted by global unicorns like inDrive, Alibaba, Swiggy, Meesho, TrueMoney, and more. With offices in Los Angeles, London, Sao Paulo, Jakarta, Bengaluru, Beijing, and Singapore, we are rapidly achieving our mission - eliminating unfairness to enable trust for the world.

Average Rating: 4.6/5.0

Total Reviews: 15

How Do G2 Users Rate Shield?

  • Ease of Use: 9.2/10 (Category avg: 8.8/10)
  • Spatial Analysis: 8.9/10 (Category avg: 8.6/10)

Who Is the Company Behind Shield?

  • Seller: SHIELD
  • Year Founded: 2008
  • HQ Location: Los Angeles, California
  • Twitter: @shieldfraud
    278 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    263 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Financial Services
  • Company Size: 67% Medium, 20% Small

What Do G2 Reviewers Say About Shield?

AI-generated summary from verified user reviews

Pros
  • Users praise the responsive customer support of Shield, appreciating their hands-on approach and swift issue resolution.
  • Users praise the implementation ease of SHIELD, appreciating quick integration and responsive support throughout onboarding.
  • Users value the high reliability of Shield, appreciating its accuracy and effective fraud detection capabilities.
  • Users rave about the high accuracy of Shield's device fingerprinting, enhancing fraud detection and user security.
  • Users praise the high accuracy of Shield's device fingerprinting, enhancing fraud detection and overall security.
Cons
  • Users find the complex setup process time-consuming, especially without a technical team for integration.
  • Users find the difficult setup of Shield challenging, especially for teams lacking technical expertise and experience.
  • Users notice inaccuracies with device ID generation on Shield, impacting transaction reliability and feature effectiveness.
  • Users find learning difficulty in integrating and configuring Shield, especially without a technical team for customizations.
  • Users note some access limitations but appreciate the responsiveness in addressing feedback and improving service.

What Are Recent G2 Reviews of Shield?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated October 3, 2024