Best Location Intelligence Software - Page 7

How Many Location Intelligence Software Products Does G2 Track?

Total Products under this Category: 313

Category Stats (Oct 2026)

  • Average Rating: 4.41/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Smappen (+7.62%) - Among all products in this category, Smappen recorded the largest rating increase compared to last month

Last updated: October 26, 2026

How Does G2 Rank Location Intelligence Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 39,100+ Authentic Reviews
  • 313+ 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: Salesforce Sales Cloud, Google Maps Platform, Tableau, SAP HANA Cloud, Alteryx, Esri ArcGIS, Google Earth Engine, and IPinfo.

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=alteryx&focus%5B%5D=esri-arcgis&focus%5B%5D=google-earth-engine&focus%5B%5D=ip-info-ipinfo)

ArcGIS Pipeline Referencing

ArcGIS Pipeline Referencing provides the GIS-based capabilities you need to effectively and efficiently perform pipeline linear referencing data management.

Average Rating: 4.8/5.0

Total Reviews: 4

How Do G2 Users Rate ArcGIS Pipeline Referencing?

  • Ease of Use: 9.2/10 (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: 9.2/10 (Category avg: 8.6/10)

Who Is the Company Behind ArcGIS Pipeline Referencing?

  • 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: 75% Small, 25% Medium

What Are Recent G2 Reviews of ArcGIS Pipeline Referencing?

What Are G2 Users Discussing About ArcGIS Pipeline Referencing?

Clara

Clara is an AI-driven Assistant that maps, targets, and measures the offline consumer journey.

Average Rating: 4.0/5.0

Total Reviews: 17

How Do G2 Users Rate Clara?

  • Ease of Use: 8.1/10 (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: 6.7/10 (Category avg: 8.6/10)

Who Is the Company Behind Clara?

  • Seller: Cuebiq Inc.
  • Year Founded: 2015
  • HQ Location: New York, US
  • Twitter: @Cuebiq
    1,718 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    58 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 53% Small, 32% Medium

What Are Recent G2 Reviews of Clara?

Data Sutram

Data Sutram is an AI-based Location Intelligence Company with a Cloud-Based B2B Data MarketPlace Product that helps business leverage location-based insight from over 200+ Data Sources

Average Rating: 4.3/5.0

Total Reviews: 3

How Do G2 Users Rate Data Sutram?

  • Ease of Use: 8.9/10 (Category avg: 8.8/10)
  • Data Transformation: 9.2/10 (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 Data Sutram?

Who Uses This Product?

  • Company Size: 67% Medium, 33% Small

What Are Recent G2 Reviews of Data Sutram?

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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
    41 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
    49 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
    10 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
    38 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
    10 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of IndoorAtlas?

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
    115 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 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.
  • Users appreciate the easy integrations of MappedIn, enhancing exhibitor visibility and overall event experience seamlessly.
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% Small

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 accurate and relevant consumer data provided by Propulso, enhancing quick market analysis with geoindicators.
  • Users value the geo-targeting feature for its accuracy and relevance in delivering industry-specific consumer data quickly.
  • 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.
Cons
  • Users find integration issues problematic, needing excessive manual effort for connecting Propulso with other platforms.
  • Users note the limited functionality of Propulso, requiring manual intervention for better integration as it develops.
  • Users face multiple manual processes for integration, limiting the overall functionality of Propulso.
  • 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.

What Are Recent G2 Reviews of Propulso?

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