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市場調查報告書
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2046902

地理行銷市場-全球產業規模、佔有率、趨勢、機會和預測:按組件、部署模式、最終用途、地區和競爭格局分類,2021-2031年

Geomarketing Market - Global Industry Size, Share, Trends, Opportunity, and Forecast, Segmented By Component, By Deployment Mode, By End Use, By Region & Competition, 2021-2031F

出版日期: | 出版商: TechSci Research | 英文 188 Pages | 商品交期: 2-3個工作天內

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簡介目錄

全球地理行銷市場預計將從 2025 年的 228.1 億美元大幅成長至 2031 年的 803.1 億美元,複合年成長率高達 23.34%。

地理行銷是將智慧定位策略性地整合到行銷活動中,透過視覺化消費者數據來最佳化宣傳活動的目標定位。該市場正在快速擴張,主要得益於行動裝置的普及以及企業對即時空間分析以增強決策能力的日益成長的需求。根據GSMA的報告,2025年,行動技術將佔全球GDP的5.8%,並創造6.5兆美元的收入,為企業提供基礎生態系統,使其能夠透過接近性的解決方案,利用情境化的優惠活動與消費者互動,並提升用戶體驗。然而,日益嚴格的資料隱私法規和消費者對監控的擔憂是市場成長的主要障礙。法律體制對個人位置資料的收集和處理施加了嚴格的限制,使得開展高度精準的宣傳活動變得困難。這些合規性挑戰要求企業實施嚴格的資料管治措施,但這可能會限制所獲得的消費者洞察的精細程度,並阻礙在嚴格監管的地區採用地理行銷工具。

市場概覽
預測期 2027-2031
市場規模:2025年 228.1億美元
市場規模:2031年 803.1億美元
複合年成長率:2026-2031年 23.34%
成長最快的細分市場
最大的市場 北美洲

市場促進因素

地理行銷市場的主要驅動力是智慧型手機和行動定位服務的廣泛普及。隨著消費者越來越依賴行動裝置進行導航和購物,地理空間數據不斷生成,企業正利用這些數據將實體店與數位管道連接起來。行動裝置的普及使行銷人員能夠即時提供情境化內容,從而將傳統廣告轉變為一種及時且相關的行銷方式。行動生態系統的規模也得到了投資趨勢的支持。例如,正如IAB在2025年4月指出的那樣,在行動裝置上消費量龐大的數位影片收入預計將年增19.2%,到2024年達到621億美元。此外,對高度在地化和個人化客戶參與的需求正在激增,迫使企業提高目標定位的精準度。消費者現在期望品牌能夠根據他們所處的環境預測他們的需求,這正推動企業走向精細化的、基於位置的個人化行銷。這對於提升競爭力至關重要,因為靜態行銷無法引起習慣於個人化體驗的受眾的共鳴。根據銷售團隊 2025 年 3 月發布的《行銷現況報告》,業績卓越的行銷人員平均會在六個管道上提供個人化體驗,而空間洞察對於實現這一點至關重要。企業正在利用這些先進的基於位置的工具來提高效率,Foursquare 的 2025 年報告指出,基於位置的定向策略將帶來超過 200% 的投資回報率,凸顯了本地化互動帶來的經濟效益。

市場挑戰

全球地理行銷市場擴張的主要障礙是日益嚴格的資料隱私法規和消費者對監控日益成長的擔憂。限制個人位置資料收集和儲存的法律體制顯著降低了可用於行銷分析的空間資料的數量和精確度。這種「訊號遺失」削弱了地理行銷的核心價值提案,因為地理行銷依賴於準確、詳細的洞察來可視化消費者行為並進行超本地化定向。此外,消費者日益成長的不信任感導致位置追蹤的退出率上升,造成資料盲點。這會扭曲受眾畫像,降低基於接近性的宣傳活動的有效性。數據可用性的降低直接阻礙了企業衡量投資回報率以及將門市訪問量歸因於數位互動的能力。如果由於合規性驅動的數據不透明而導致行銷人員無法檢驗其定向的準確性,他們對將預算分配給空間分析工具的信心就會下降。根據美國全國廣告商協會 (ANA) 的一項調查,到 2025 年,僅有 24% 的行銷人員會使用實際指標來追蹤宣傳活動效果,而大多數人由於追蹤能力的下降,只能依賴估計值或不完整的資料集。這種缺乏確定性衡量能力的做法阻礙了市場成長,因為在以隱私為先的環境下,企業難以證明採用智慧定位解決方案的合理性。

市場趨勢

將人工智慧融入預測性位置分析,從根本上改變了企業解讀和利用空間資料的方式,使其超越了簡單的說明地圖繪製,能夠預測未來的消費行為。企業不再只是視覺化顧客所在位置,而是部署機器學習演算法來預測未來的訪客模式,並主動識別附近的高價值區域。這種技術變革實現了複雜資料處理的自動化,使行銷人員無需人工干預即可從龐大的地理空間資料集中提取可執行的洞察。根據行銷人工智慧研究所 (Marketing AI Institute) 於 2025 年 5 月發布的《2025 年行銷人工智慧現況報告》,82% 的行銷人員表示,自動化重複性、資料密集型任務是人工智慧投資的主要促進因素,而這項能力對於管理即時位置訊號至關重要。同時,隨著品牌致力於透過統一平台彌合數位廣告和實體店業績之間的差距,整合地理空間行銷技術堆疊的開發也正在加速推進。這一趨勢的特徵是零售媒體網路的快速成熟。這些技術利用第一方交易和位置資料實現閉合迴路歸因,有效關聯線上廣告支出與線下門市訪問量。將這些多元化的資料來源整合到一個統一的生態系統中,使企業能夠基於已驗證的店內行為而非推斷的興趣,並實施更精準的定向策略。這種轉變的規模也反映在支出重點上。根據Skai於2025年2月發布的《2025年零售媒體現況報告》,71%的行銷人員計劃在2025年增加對這些整合媒體網路的預算,這表明市場正朝著數據豐富、位置檢驗的廣告環境強勁成長。

目錄

第1章概述

第2章:調查方法

第3章執行摘要

第4章:客戶心聲

第5章:全球地理行銷市場展望

  • 市場規模及預測
    • 按金額
  • 市佔率及預測
    • 按組件(軟體、服務)
    • 部署方式(雲端、本機部署)
    • 按最終用途(銀行、金融服務和保險、IT和電信、零售和電子商務、媒體和娛樂、旅遊和酒店、其他)
    • 按地區
    • 按公司(2025 年)
  • 市場地圖

第6章:北美地理行銷市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 北美洲:國別分析
    • 美國
    • 加拿大
    • 墨西哥

第7章:歐洲地理行銷市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 歐洲:國別分析
    • 德國
    • 法國
    • 英國
    • 義大利
    • 西班牙

第8章:亞太地區地理行銷市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 亞太地區:國別分析
    • 中國
    • 印度
    • 日本
    • 韓國
    • 澳洲

第9章:中東和非洲地理行銷市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 中東與非洲:國別分析
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第10章:南美洲地理行銷市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 南美洲:國別分析
    • 巴西
    • 哥倫比亞
    • 阿根廷

第11章 市場動態

  • 促進因素
  • 任務

第12章 市場趨勢與發展

  • 併購
  • 產品發布
  • 近期趨勢

第13章:全球地理行銷市場:SWOT分析

第14章:波特五力分析

  • 產業競爭
  • 新進入者的潛力
  • 供應商的議價能力
  • 顧客權力
  • 替代品的威脅

第15章 競爭格局

  • Google LLC
  • Oracle Corporation
  • SAP SE
  • Environmental Systems Research Institute, Inc.
  • Pitney Bowes Inc.
  • HERE Global BV
  • TomTom NV
  • Precise Software Solutions, Inc.
  • Maxar Technologies Inc.
  • CartoDB Inc.

第16章 策略建議

第17章:關於研究公司及免責聲明

簡介目錄
Product Code: 26827

The Global Geomarketing Market is projected to grow substantially from USD 22.81 billion in 2025 to USD 80.31 billion by 2031, achieving a robust CAGR of 23.34%. Geomarketing involves strategically integrating location intelligence into marketing efforts to visualize consumer data and optimize campaign targeting. This market's expansion is predominantly driven by the widespread adoption of mobile devices and increasing enterprise demand for real-time spatial analytics to enhance decision-making. As reported by GSMA, mobile technologies generated 5.8% of global GDP in 2025, contributing $6.5 trillion, thereby providing a fundamental ecosystem for businesses to engage consumers with contextually relevant offers and improve experiences through proximity-based solutions. However, a significant obstacle to market growth arises from increasingly strict data privacy regulations and consumer apprehensions regarding surveillance. Legislative frameworks impose rigorous constraints on collecting and processing personal location data, complicating the execution of precise campaigns. These compliance challenges necessitate stringent data governance measures from organizations, which in turn limits the granularity of available consumer insights and can impede the adoption of geomarketing tools in highly regulated regions.

Market Overview
Forecast Period2027-2031
Market Size 2025USD 22.81 Billion
Market Size 2031USD 80.31 Billion
CAGR 2026-203123.34%
Fastest Growing SegmentCloud
Largest MarketNorth America

Market Driver

The primary catalyst for the geomarketing market is the extensive proliferation of smartphones and mobile location-based services. As consumers increasingly rely on mobile devices for navigation and shopping, they continuously generate geospatial data, which businesses utilize to bridge physical and digital channels. This ubiquitous mobile usage enables marketers to deliver real-time, context-aware content, transforming generic advertising into timely, relevant interventions. The scale of this mobile ecosystem is underscored by investment trends, such as the 19.2% year-over-year growth in digital video revenue-heavily consumed on mobile devices-to $62.1 billion in 2024, as noted by the IAB in April 2025. Furthermore, the surging demand for hyper-localized and personalized customer engagement compels companies to enhance targeting precision. Consumers now expect brands to anticipate their needs based on immediate context, pushing organizations toward granular, location-aware personalization, which is crucial for competitiveness as static marketing fails to resonate with audiences accustomed to tailored experiences. Salesforce's March 2025 'State of Marketing' report indicates that high-performing marketers personalize experiences across an average of six channels, necessitating spatial insights. Businesses leverage these advanced location tools for efficiency, with Foursquare reporting in 2025 that precise location-based targeting strategies have delivered an ROI exceeding 200%, affirming the economic impact of hyper-local engagement.

Market Challenge

A significant impediment to the Global Geomarketing Market's expansion is the escalating stringency of data privacy regulations and heightened consumer concerns about surveillance. Legislative frameworks restricting the collection and storage of personal location information substantially reduce the volume and fidelity of spatial data available for marketing analysis. This "signal loss" undermines geomarketing's core value proposition, which hinges on precise, granular insights to visualize consumer behavior and execute hyper-local targeting. Moreover, growing consumer distrust leads to higher opt-out rates for location tracking, creating data blind spots that distort audience profiles and diminish the effectiveness of proximity-based campaigns. This reduced data availability directly hampers enterprises' ability to measure return on investment and attribute physical store visits to digital interactions. When marketers cannot validate targeting accuracy due to compliance-driven data obfuscation, their confidence in allocating budgets to spatial analytics tools decreases. According to the Association of National Advertisers (ANA) in 2025, only 24% of marketers used actual metrics for campaign performance tracking, with most relying on estimates or incomplete datasets due to degraded tracking capabilities. This absence of deterministic measurement capability impedes market growth by making it difficult for organizations to justify deploying location intelligence solutions in a privacy-first environment.

Market Trends

The integration of AI for predictive location analytics is fundamentally reshaping how organizations interpret and utilize spatial data, moving beyond simple descriptive mapping to forecasting future consumer behaviors. Instead of merely visualizing where customers have been, businesses are now deploying machine learning algorithms to predict future footfall patterns and identify high-value proximity zones proactively. This technological shift automates complex data processing, enabling marketers to derive actionable insights from massive geospatial datasets without manual intervention. The Marketing AI Institute's May 2025 '2025 State of Marketing AI Report' highlighted that 82% of marketers emphasized automating repetitive, data-heavy tasks as the primary driver for their AI investment, a capability becoming indispensable for managing real-time location signals. Concurrently, the development of unified geospatial marketing stacks is gaining momentum as brands seek to bridge the gap between digital advertising and physical store performance through consolidated platforms. This trend is characterized by the rapid maturation of retail media networks, which leverage first-party transaction and location data to offer closed-loop attribution, effectively linking online ad spend to offline store visits. By integrating these disparate data sources into a single ecosystem, companies can execute more precise targeting strategies based on verified physical behaviors rather than inferred interests. The scale of this transition is evident in spending priorities; Skai's February 2025 '2025 State of Retail Media' report indicated that 71% of marketers planned to increase their budgets for these integrated media networks in 2025, signaling a robust shift toward data-rich, location-verified advertising environments.

Key Market Players

  • Google LLC
  • Oracle Corporation
  • SAP SE
  • Environmental Systems Research Institute, Inc.
  • Pitney Bowes Inc.
  • HERE Global B.V.
  • TomTom N.V.
  • Precise Software Solutions, Inc.
  • Maxar Technologies Inc.
  • CartoDB Inc.

Report Scope

In this report, the Global Geomarketing Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

Geomarketing Market, By Component

  • Software
  • Service

Geomarketing Market, By Deployment Mode

  • Cloud
  • On-premises

Geomarketing Market, By End Use

  • BFSI
  • IT & Telecom
  • Retail & E-Commerce
  • Media & Entertainment
  • Travel & Hospitality
  • Others

Geomarketing Market, By Region

  • North America
    • United States
    • Canada
    • Mexico
  • Europe
    • France
    • United Kingdom
    • Italy
    • Germany
    • Spain
  • Asia Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
  • South America
    • Brazil
    • Argentina
    • Colombia
  • Middle East & Africa
    • South Africa
    • Saudi Arabia
    • UAE

Competitive Landscape

Company Profiles: Detailed analysis of the major companies present in the Global Geomarketing Market.

Available Customizations:

Global Geomarketing Market report with the given market data, TechSci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

  • Detailed analysis and profiling of additional market players (up to five).

Table of Contents

1. Product Overview

  • 1.1. Market Definition
  • 1.2. Scope of the Market
    • 1.2.1. Markets Covered
    • 1.2.2. Years Considered for Study
    • 1.2.3. Key Market Segmentations

2. Research Methodology

  • 2.1. Objective of the Study
  • 2.2. Baseline Methodology
  • 2.3. Key Industry Partners
  • 2.4. Major Association and Secondary Sources
  • 2.5. Forecasting Methodology
  • 2.6. Data Triangulation & Validation
  • 2.7. Assumptions and Limitations

3. Executive Summary

  • 3.1. Overview of the Market
  • 3.2. Overview of Key Market Segmentations
  • 3.3. Overview of Key Market Players
  • 3.4. Overview of Key Regions/Countries
  • 3.5. Overview of Market Drivers, Challenges, Trends

4. Voice of Customer

5. Global Geomarketing Market Outlook

  • 5.1. Market Size & Forecast
    • 5.1.1. By Value
  • 5.2. Market Share & Forecast
    • 5.2.1. By Component (Software, Service)
    • 5.2.2. By Deployment Mode (Cloud, On-premises)
    • 5.2.3. By End Use (BFSI, IT & Telecom, Retail & E-Commerce, Media & Entertainment, Travel & Hospitality, Others)
    • 5.2.4. By Region
    • 5.2.5. By Company (2025)
  • 5.3. Market Map

6. North America Geomarketing Market Outlook

  • 6.1. Market Size & Forecast
    • 6.1.1. By Value
  • 6.2. Market Share & Forecast
    • 6.2.1. By Component
    • 6.2.2. By Deployment Mode
    • 6.2.3. By End Use
    • 6.2.4. By Country
  • 6.3. North America: Country Analysis
    • 6.3.1. United States Geomarketing Market Outlook
      • 6.3.1.1. Market Size & Forecast
        • 6.3.1.1.1. By Value
      • 6.3.1.2. Market Share & Forecast
        • 6.3.1.2.1. By Component
        • 6.3.1.2.2. By Deployment Mode
        • 6.3.1.2.3. By End Use
    • 6.3.2. Canada Geomarketing Market Outlook
      • 6.3.2.1. Market Size & Forecast
        • 6.3.2.1.1. By Value
      • 6.3.2.2. Market Share & Forecast
        • 6.3.2.2.1. By Component
        • 6.3.2.2.2. By Deployment Mode
        • 6.3.2.2.3. By End Use
    • 6.3.3. Mexico Geomarketing Market Outlook
      • 6.3.3.1. Market Size & Forecast
        • 6.3.3.1.1. By Value
      • 6.3.3.2. Market Share & Forecast
        • 6.3.3.2.1. By Component
        • 6.3.3.2.2. By Deployment Mode
        • 6.3.3.2.3. By End Use

7. Europe Geomarketing Market Outlook

  • 7.1. Market Size & Forecast
    • 7.1.1. By Value
  • 7.2. Market Share & Forecast
    • 7.2.1. By Component
    • 7.2.2. By Deployment Mode
    • 7.2.3. By End Use
    • 7.2.4. By Country
  • 7.3. Europe: Country Analysis
    • 7.3.1. Germany Geomarketing Market Outlook
      • 7.3.1.1. Market Size & Forecast
        • 7.3.1.1.1. By Value
      • 7.3.1.2. Market Share & Forecast
        • 7.3.1.2.1. By Component
        • 7.3.1.2.2. By Deployment Mode
        • 7.3.1.2.3. By End Use
    • 7.3.2. France Geomarketing Market Outlook
      • 7.3.2.1. Market Size & Forecast
        • 7.3.2.1.1. By Value
      • 7.3.2.2. Market Share & Forecast
        • 7.3.2.2.1. By Component
        • 7.3.2.2.2. By Deployment Mode
        • 7.3.2.2.3. By End Use
    • 7.3.3. United Kingdom Geomarketing Market Outlook
      • 7.3.3.1. Market Size & Forecast
        • 7.3.3.1.1. By Value
      • 7.3.3.2. Market Share & Forecast
        • 7.3.3.2.1. By Component
        • 7.3.3.2.2. By Deployment Mode
        • 7.3.3.2.3. By End Use
    • 7.3.4. Italy Geomarketing Market Outlook
      • 7.3.4.1. Market Size & Forecast
        • 7.3.4.1.1. By Value
      • 7.3.4.2. Market Share & Forecast
        • 7.3.4.2.1. By Component
        • 7.3.4.2.2. By Deployment Mode
        • 7.3.4.2.3. By End Use
    • 7.3.5. Spain Geomarketing Market Outlook
      • 7.3.5.1. Market Size & Forecast
        • 7.3.5.1.1. By Value
      • 7.3.5.2. Market Share & Forecast
        • 7.3.5.2.1. By Component
        • 7.3.5.2.2. By Deployment Mode
        • 7.3.5.2.3. By End Use

8. Asia Pacific Geomarketing Market Outlook

  • 8.1. Market Size & Forecast
    • 8.1.1. By Value
  • 8.2. Market Share & Forecast
    • 8.2.1. By Component
    • 8.2.2. By Deployment Mode
    • 8.2.3. By End Use
    • 8.2.4. By Country
  • 8.3. Asia Pacific: Country Analysis
    • 8.3.1. China Geomarketing Market Outlook
      • 8.3.1.1. Market Size & Forecast
        • 8.3.1.1.1. By Value
      • 8.3.1.2. Market Share & Forecast
        • 8.3.1.2.1. By Component
        • 8.3.1.2.2. By Deployment Mode
        • 8.3.1.2.3. By End Use
    • 8.3.2. India Geomarketing Market Outlook
      • 8.3.2.1. Market Size & Forecast
        • 8.3.2.1.1. By Value
      • 8.3.2.2. Market Share & Forecast
        • 8.3.2.2.1. By Component
        • 8.3.2.2.2. By Deployment Mode
        • 8.3.2.2.3. By End Use
    • 8.3.3. Japan Geomarketing Market Outlook
      • 8.3.3.1. Market Size & Forecast
        • 8.3.3.1.1. By Value
      • 8.3.3.2. Market Share & Forecast
        • 8.3.3.2.1. By Component
        • 8.3.3.2.2. By Deployment Mode
        • 8.3.3.2.3. By End Use
    • 8.3.4. South Korea Geomarketing Market Outlook
      • 8.3.4.1. Market Size & Forecast
        • 8.3.4.1.1. By Value
      • 8.3.4.2. Market Share & Forecast
        • 8.3.4.2.1. By Component
        • 8.3.4.2.2. By Deployment Mode
        • 8.3.4.2.3. By End Use
    • 8.3.5. Australia Geomarketing Market Outlook
      • 8.3.5.1. Market Size & Forecast
        • 8.3.5.1.1. By Value
      • 8.3.5.2. Market Share & Forecast
        • 8.3.5.2.1. By Component
        • 8.3.5.2.2. By Deployment Mode
        • 8.3.5.2.3. By End Use

9. Middle East & Africa Geomarketing Market Outlook

  • 9.1. Market Size & Forecast
    • 9.1.1. By Value
  • 9.2. Market Share & Forecast
    • 9.2.1. By Component
    • 9.2.2. By Deployment Mode
    • 9.2.3. By End Use
    • 9.2.4. By Country
  • 9.3. Middle East & Africa: Country Analysis
    • 9.3.1. Saudi Arabia Geomarketing Market Outlook
      • 9.3.1.1. Market Size & Forecast
        • 9.3.1.1.1. By Value
      • 9.3.1.2. Market Share & Forecast
        • 9.3.1.2.1. By Component
        • 9.3.1.2.2. By Deployment Mode
        • 9.3.1.2.3. By End Use
    • 9.3.2. UAE Geomarketing Market Outlook
      • 9.3.2.1. Market Size & Forecast
        • 9.3.2.1.1. By Value
      • 9.3.2.2. Market Share & Forecast
        • 9.3.2.2.1. By Component
        • 9.3.2.2.2. By Deployment Mode
        • 9.3.2.2.3. By End Use
    • 9.3.3. South Africa Geomarketing Market Outlook
      • 9.3.3.1. Market Size & Forecast
        • 9.3.3.1.1. By Value
      • 9.3.3.2. Market Share & Forecast
        • 9.3.3.2.1. By Component
        • 9.3.3.2.2. By Deployment Mode
        • 9.3.3.2.3. By End Use

10. South America Geomarketing Market Outlook

  • 10.1. Market Size & Forecast
    • 10.1.1. By Value
  • 10.2. Market Share & Forecast
    • 10.2.1. By Component
    • 10.2.2. By Deployment Mode
    • 10.2.3. By End Use
    • 10.2.4. By Country
  • 10.3. South America: Country Analysis
    • 10.3.1. Brazil Geomarketing Market Outlook
      • 10.3.1.1. Market Size & Forecast
        • 10.3.1.1.1. By Value
      • 10.3.1.2. Market Share & Forecast
        • 10.3.1.2.1. By Component
        • 10.3.1.2.2. By Deployment Mode
        • 10.3.1.2.3. By End Use
    • 10.3.2. Colombia Geomarketing Market Outlook
      • 10.3.2.1. Market Size & Forecast
        • 10.3.2.1.1. By Value
      • 10.3.2.2. Market Share & Forecast
        • 10.3.2.2.1. By Component
        • 10.3.2.2.2. By Deployment Mode
        • 10.3.2.2.3. By End Use
    • 10.3.3. Argentina Geomarketing Market Outlook
      • 10.3.3.1. Market Size & Forecast
        • 10.3.3.1.1. By Value
      • 10.3.3.2. Market Share & Forecast
        • 10.3.3.2.1. By Component
        • 10.3.3.2.2. By Deployment Mode
        • 10.3.3.2.3. By End Use

11. Market Dynamics

  • 11.1. Drivers
  • 11.2. Challenges

12. Market Trends & Developments

  • 12.1. Merger & Acquisition (If Any)
  • 12.2. Product Launches (If Any)
  • 12.3. Recent Developments

13. Global Geomarketing Market: SWOT Analysis

14. Porter's Five Forces Analysis

  • 14.1. Competition in the Industry
  • 14.2. Potential of New Entrants
  • 14.3. Power of Suppliers
  • 14.4. Power of Customers
  • 14.5. Threat of Substitute Products

15. Competitive Landscape

  • 15.1. Google LLC
    • 15.1.1. Business Overview
    • 15.1.2. Products & Services
    • 15.1.3. Recent Developments
    • 15.1.4. Key Personnel
    • 15.1.5. SWOT Analysis
  • 15.2. Oracle Corporation
  • 15.3. SAP SE
  • 15.4. Environmental Systems Research Institute, Inc.
  • 15.5. Pitney Bowes Inc.
  • 15.6. HERE Global B.V.
  • 15.7. TomTom N.V.
  • 15.8. Precise Software Solutions, Inc.
  • 15.9. Maxar Technologies Inc.
  • 15.10. CartoDB Inc.

16. Strategic Recommendations

17. About Us & Disclaimer