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ロボアドバイザリー市場：世界の産業動向、シェア、規模、成長機会、2023-2028年予測

Robo Advisory Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2023-2028
出版日: | 発行: IMARC | ページ情報: 英文 135 Pages | 納期: 2～3営業日

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価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=157.14円
ロボアドバイザリー市場：世界の産業動向、シェア、規模、成長機会、2023-2028年予測
出版日: 2023年06月14日
発行: IMARC
ページ情報: 英文 135 Pages
納期: 2～3営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界のロボアドバイザリー市場規模は2022年に73億米ドルに達しました。今後、IMARC Groupは、同市場が2023年から2028年の間に28.4%の成長率（CAGR）を示し、2028年までに356億米ドルに達すると予測しています。

ロボアドバイザリーとは、資産管理組織にアルゴリズム主導で自動化された金融アドバイスを提供するデジタルプラットフォームの一種を指します。ポートフォリオ管理ソフトウェアの自動化、複雑なタスクの実行、オンライン投資のカスタマイズ、人的介入を最小限に抑えた資金管理を支援します。これにより、新規顧客の開拓、ワークフローの強化、長期的な財務目標や短期的な投資戦略を達成するためのカスタム・オンライン投資の調整が可能になります。現在、ロボアドバイザリーは、ダイレクトプランベース、ゴールベース、包括的健康アドバイザリーなど、さまざまなサービスタイプで市販されています。

ロボアドバイザリーの市場動向：

データを分析し、包括的な情報を提供するためのアルゴリズム計算を実行するために、さまざまな産業分野、小売業、富裕層（HNI）にロボアドバイザリーが広く採用されていることが、市場の成長を後押ししています。さらに、低コストのポートフォリオ、タックス・ロス・ハーベスティング、安全な投資、リアルタイムの統計に基づく判断など、いくつかの有益な特性があるため、消費者が従来の投資よりもロボアドバイザリーに傾倒していることも、これを後押ししています。これに伴い、複雑なイベント処理を自動化する必要性が高まり、人工知能（AI）や機械学習（ML）ソリューションの大規模な統合など、技術的な進歩が著しいです。これもまた、成長を促す大きな要因となっています。さらに、投資家の嗜好、リスク、目標を予測し、顧客の財務状況、リスク回避の度合い、希望する投資収益に関する情報を取得するためのオンライン調査を実行するためのロボアドバイザリーの広範な利用は、市場の成長にさらに寄与しています。これとは別に、ミレニアル世代の間で、情報へのアクセスやコミュニケーションのためにスマートフォンやノートパソコン、タブレット端末の人気が高まっていることも、世界中の市場に明るい見通しをもたらしています。

目次

第1章 序文

第2章 調査範囲と調査手法

  • 調査目的
  • 利害関係者
  • データソース
    • 一次情報
    • 二次情報
  • 市場推定
    • ボトムアップアプローチ
    • トップダウンアプローチ
  • 調査手法

第3章 エグゼクティブサマリー

第4章 イントロダクション

  • 概要
  • 主要産業動向

第5章 世界のロボアドバイザリー市場

  • 市場概要
  • 市場実績
  • COVID-19の影響
  • 市場予測

第6章 市場内訳：ビジネスモデル別

  • ピュアロボアドバイザー
    • 市場動向
    • 市場予測
  • ハイブリッド型ロボアドバイザー
    • 市場動向
    • 市場予測

第7章 市場内訳：サービスタイプ別

  • ダイレクトプランベース/ゴールベース
    • 市場動向
    • 市場予測
  • 総合ウェルス・アドバイザリー
    • 市場動向
    • 市場予測

第8章 市場内訳：プロバイダー別

  • フィンテック型ロボアドバイザー
    • 市場動向
    • 市場予測
  • 銀行
    • 市場動向
    • 市場予測
  • 伝統的ウェルス・マネージャー
    • 市場動向
    • 市場予測
  • その他
    • 市場動向
    • 市場予測

第9章 市場内訳：エンドユーザー別

  • 小売投資家
    • 市場動向
    • 市場予測
  • 個人富裕層（HNI）
    • 市場動向
    • 市場予測

第10章 市場内訳：地域別

  • 北米
    • 米国
      • 市場動向
      • 市場予測
    • カナダ
      • 市場動向
      • 市場予測
  • アジア太平洋
    • 中国
      • 市場動向
      • 市場予測
    • 日本
      • 市場動向
      • 市場予測
    • インド
      • 市場動向
      • 市場予測
    • 韓国
      • 市場動向
      • 市場予測
    • オーストラリア
      • 市場動向
      • 市場予測
    • インドネシア
      • 市場動向
      • 市場予測
    • その他
      • 市場動向
      • 市場予測
  • 欧州
    • ドイツ
      • 市場動向
      • 市場予測
    • フランス
      • 市場動向
      • 市場予測
    • 英国
      • 市場動向
      • 市場予測
    • イタリア
      • 市場動向
      • 市場予測
    • スペイン
      • 市場動向
      • 市場予測
    • ロシア
      • 市場動向
      • 市場予測
    • その他
      • 市場動向
      • 市場予測
  • ラテンアメリカ
    • ブラジル
      • 市場動向
      • 市場予測
    • メキシコ
      • 市場動向
      • 市場予測
    • その他
      • 市場動向
      • 市場予測
  • 中東・アフリカ地域
    • 市場動向
    • 市場内訳：国別
    • 市場予測

第11章 SWOT分析

  • 概要
  • 強み
  • 弱み
  • 機会
  • 脅威

第12章 バリューチェーン分析

第13章 ポーターのファイブフォース分析

  • 概要
  • 買い手の交渉力
  • 供給企業の交渉力
  • 競合の程度
  • 新規参入業者の脅威
  • 代替品の脅威

第14章 価格分析

第15章 競合情勢

  • 市場構造
  • 主要プレーヤー
  • 主要プレーヤーのプロファイル
    • Betterment
    • Ellevest
    • Fincite Gmbh
    • Ginmon Vermogensverwaltung GmbH
    • SigFig Wealth Management LLC
    • SoFi Technologies Inc.
    • The Charles Schwab Corporation
    • The Vanguard Group Inc.
    • Wealthfront Corporation
    • Wealthify Limited（Aviva plc）
図表

List of Figures

  • Figure 1: Global: Robo Advisory Market: Major Drivers and Challenges
  • Figure 2: Global: Robo Advisory Market: Sales Value (in Billion US$), 2017-2022
  • Figure 3: Global: Robo Advisory Market Forecast: Sales Value (in Billion US$), 2023-2028
  • Figure 4: Global: Robo Advisory Market: Breakup by Business Model (in %), 2022
  • Figure 5: Global: Robo Advisory Market: Breakup by Service Type (in %), 2022
  • Figure 6: Global: Robo Advisory Market: Breakup by Provider (in %), 2022
  • Figure 7: Global: Robo Advisory Market: Breakup by End User (in %), 2022
  • Figure 8: Global: Robo Advisory Market: Breakup by Region (in %), 2022
  • Figure 9: Global: Robo Advisory (Pure Robo Advisors) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 10: Global: Robo Advisory (Pure Robo Advisors) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 11: Global: Robo Advisory (Hybrid Robo Advisors) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 12: Global: Robo Advisory (Hybrid Robo Advisors) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 13: Global: Robo Advisory (Direct Plan-Based/Goal-Based) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 14: Global: Robo Advisory (Direct Plan-Based/Goal-Based) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 15: Global: Robo Advisory (Comprehensive Wealth Advisory) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 16: Global: Robo Advisory (Comprehensive Wealth Advisory) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 17: Global: Robo Advisory (Fintech Robo Advisors) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 18: Global: Robo Advisory (Fintech Robo Advisors) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 19: Global: Robo Advisory (Banks) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 20: Global: Robo Advisory (Banks) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 21: Global: Robo Advisory (Traditional Wealth Managers) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 22: Global: Robo Advisory (Traditional Wealth Managers) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 23: Global: Robo Advisory (Other Providers) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 24: Global: Robo Advisory (Other Providers) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 25: Global: Robo Advisory (Retail Investor) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 26: Global: Robo Advisory (Retail Investor) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 27: Global: Robo Advisory (High Net Worth Individuals-HNIs) Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 28: Global: Robo Advisory (High Net Worth Individuals-HNIs) Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 29: North America: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 30: North America: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 31: United States: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 32: United States: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 33: Canada: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 34: Canada: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 35: Asia-Pacific: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 36: Asia-Pacific: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 37: China: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 38: China: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 39: Japan: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 40: Japan: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 41: India: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 42: India: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 43: South Korea: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 44: South Korea: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 45: Australia: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 46: Australia: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 47: Indonesia: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 48: Indonesia: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 49: Others: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 50: Others: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 51: Europe: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 52: Europe: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 53: Germany: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 54: Germany: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 55: France: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 56: France: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 57: United Kingdom: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 58: United Kingdom: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 59: Italy: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 60: Italy: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 61: Spain: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 62: Spain: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 63: Russia: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 64: Russia: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 65: Others: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 66: Others: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 67: Latin America: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 68: Latin America: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 69: Brazil: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 70: Brazil: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 71: Mexico: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 72: Mexico: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 73: Others: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 74: Others: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 75: Middle East and Africa: Robo Advisory Market: Sales Value (in Million US$), 2017 & 2022
  • Figure 76: Middle East and Africa: Robo Advisory Market: Breakup by Country (in %), 2022
  • Figure 77: Middle East and Africa: Robo Advisory Market Forecast: Sales Value (in Million US$), 2023-2028
  • Figure 78: Global: Robo Advisory Industry: SWOT Analysis
  • Figure 79: Global: Robo Advisory Industry: Value Chain Analysis
  • Figure 80: Global: Robo Advisory Industry: Porter's Five Forces Analysis

List of Tables

  • Table 1: Global: Robo Advisory Market: Key Industry Highlights, 2022 and 2028
  • Table 2: Global: Robo Advisory Market Forecast: Breakup by Business Model (in Million US$), 2023-2028
  • Table 3: Global: Robo Advisory Market Forecast: Breakup by Service Type (in Million US$), 2023-2028
  • Table 4: Global: Robo Advisory Market Forecast: Breakup by Provider (in Million US$), 2023-2028
  • Table 5: Global: Robo Advisory Market Forecast: Breakup by End User (in Million US$), 2023-2028
  • Table 6: Global: Robo Advisory Market Forecast: Breakup by Region (in Million US$), 2023-2028
  • Table 7: Global: Robo Advisory Market: Competitive Structure
  • Table 8: Global: Robo Advisory Market: Key Players
目次
Product Code: SR112023A5290

The global robo advisory market size reached US$ 7.3 Billion in 2022. Looking forward, IMARC Group expects the market to reach US$ 35.6 Billion by 2028, exhibiting a growth rate (CAGR) of 28.4% during 2023-2028.

Robo advisory refers to a class of digital platforms that provide algorithm-driven and automated financial advice to wealth management organizations. It aids in automating portfolio administration software, performing complicated tasks, customizing online investments, and managing funds with minimal human intervention. This, in turn, assists in targeting new clients, enhancing workflow, and adjusting custom online investments to achieve long-term financial goals or short-term investment strategies. At present, robo advisory is commercially available in varying service types, such as direct plan-based, goal-based, and comprehensive health advisory.

Robo Advisory Market Trends:

The widespread adoption of Robo Advisory across various industrial verticals, retail and high net worth individuals (HNIs) for performing algorithmic calculations to analyze data and deliver comprehensive information is majority driving the market toward growth. This is further supported by the shifting inclination of consumers toward robo advisory over traditional investments on account of its several beneficial properties, such as low-cost portfolio, tax-loss harvesting, secure investments, judgement based on real-time statistics, which, in turn, assists in eliminating the credit risks. In line with this, the increasing need for automating complex event processing has led to significant technological advancements, such as the large-scale integration of artificial intelligence (AI) and machine learning (ML) solutions, which is aiding in minimizing the errors caused by human interventions. This, in turn, is acting as another major growth-inducing factor. Additionally, the extensive utilization of robo advisory for executing online surveys to predict investor preferences, risks and goals, and acquire information regarding the financial status of the client, degree of risk-aversion, and desired return on investments is further contributing to the market growth. Apart from this, the rising popularity of smartphones, laptops, and tablets amongst millennials for accessing information and communicating is further creating a positive outlook for the market across the globe.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global robo advisory market report, along with forecasts at the global, regional and country level from 2023-2028. Our report has categorized the market based on business model, service type, provider and end user.

Breakup by Business Model:

Pure Robo Advisors

Hybrid Robo Advisors

Breakup by Service Type:

Direct Plan-Based/Goal-Based

Comprehensive Wealth Advisory

Breakup by Provider:

Fintech Robo Advisors

Banks

Traditional Wealth Managers

Others

Breakup by End User:

Retail Investor

High Net Worth Individuals (HNIs)

Breakup by Region:

North America

United States

Canada

Asia-Pacific

China

Japan

India

South Korea

Australia

Indonesia

Others

Europe

Germany

France

United Kingdom

Italy

Spain

Russia

Others

Latin America

Brazil

Mexico

Others

Middle East and Africa

Competitive Landscape:

The competitive landscape of the industry has also been examined along with the profiles of the key players being Betterment, Ellevest, Fincite Gmbh, Ginmon Vermogensverwaltung GmbH, SigFig Wealth Management LLC, SoFi Technologies Inc., The Charles Schwab Corporation, The Vanguard Group Inc., Wealthfront Corporation and Wealthify Limited (Aviva plc).

Key Questions Answered in This Report

1. What was the size of the global robo advisory market in 2022?

2. What is the expected growth rate of the global robo advisory market during 2023-2028?

3. What are the key factors driving the global robo advisory market?

4. What has been the impact of COVID-19 on the global robo advisory market?

5. What is the breakup of the global robo advisory market based on the business model?

6. What is the breakup of the global robo advisory market based on the service type?

7. What is the breakup of the global robo advisory market based on the provider?

8. What is the breakup of the global robo advisory market based on the end user?

9. What are the key regions in the global robo advisory market?

10. Who are the key players/companies in the global robo advisory market?

Table of Contents

1   Preface

2   Scope and Methodology

  • 2.1  Objectives of the Study
  • 2.2  Stakeholders
  • 2.3  Data Sources
    • 2.3.1  Primary Sources
    • 2.3.2  Secondary Sources
  • 2.4  Market Estimation
    • 2.4.1  Bottom-Up Approach
    • 2.4.2  Top-Down Approach
  • 2.5  Forecasting Methodology

3   Executive Summary

4   Introduction

  • 4.1  Overview
  • 4.2  Key Industry Trends

5   Global Robo Advisory Market

  • 5.1  Market Overview
  • 5.2  Market Performance
  • 5.3  Impact of COVID-19
  • 5.4  Market Forecast

6   Market Breakup by Business Model

  • 6.1  Pure Robo Advisors
    • 6.1.1 Market Trends
    • 6.1.2 Market Forecast
  • 6.2  Hybrid Robo Advisors
    • 6.2.1 Market Trends
    • 6.2.2 Market Forecast

7   Market Breakup by Service Type

  • 7.1  Direct Plan-Based/Goal-Based
    • 7.1.1 Market Trends
    • 7.1.2 Market Forecast
  • 7.2  Comprehensive Wealth Advisory
    • 7.2.1 Market Trends
    • 7.2.2 Market Forecast

8   Market Breakup by Provider

  • 8.1  Fintech Robo Advisors
    • 8.1.1 Market Trends
    • 8.1.2 Market Forecast
  • 8.2  Banks
    • 8.2.1 Market Trends
    • 8.2.2 Market Forecast
  • 8.3  Traditional Wealth Managers
    • 8.3.1 Market Trends
    • 8.3.2 Market Forecast
  • 8.4  Others
    • 8.4.1 Market Trends
    • 8.4.2 Market Forecast

9   Market Breakup by End User

  • 9.1  Retail Investor
    • 9.1.1 Market Trends
    • 9.1.2 Market Forecast
  • 9.2  High Net Worth Individuals (HNIs)
    • 9.2.1 Market Trends
    • 9.2.2 Market Forecast

10  Market Breakup by Region

  • 10.1  North America
    • 10.1.1 United States
      • 10.1.1.1 Market Trends
      • 10.1.1.2 Market Forecast
    • 10.1.2 Canada
      • 10.1.2.1 Market Trends
      • 10.1.2.2 Market Forecast
  • 10.2  Asia-Pacific
    • 10.2.1 China
      • 10.2.1.1 Market Trends
      • 10.2.1.2 Market Forecast
    • 10.2.2 Japan
      • 10.2.2.1 Market Trends
      • 10.2.2.2 Market Forecast
    • 10.2.3 India
      • 10.2.3.1 Market Trends
      • 10.2.3.2 Market Forecast
    • 10.2.4 South Korea
      • 10.2.4.1 Market Trends
      • 10.2.4.2 Market Forecast
    • 10.2.5 Australia
      • 10.2.5.1 Market Trends
      • 10.2.5.2 Market Forecast
    • 10.2.6 Indonesia
      • 10.2.6.1 Market Trends
      • 10.2.6.2 Market Forecast
    • 10.2.7 Others
      • 10.2.7.1 Market Trends
      • 10.2.7.2 Market Forecast
  • 10.3  Europe
    • 10.3.1 Germany
      • 10.3.1.1 Market Trends
      • 10.3.1.2 Market Forecast
    • 10.3.2 France
      • 10.3.2.1 Market Trends
      • 10.3.2.2 Market Forecast
    • 10.3.3 United Kingdom
      • 10.3.3.1 Market Trends
      • 10.3.3.2 Market Forecast
    • 10.3.4 Italy
      • 10.3.4.1 Market Trends
      • 10.3.4.2 Market Forecast
    • 10.3.5 Spain
      • 10.3.5.1 Market Trends
      • 10.3.5.2 Market Forecast
    • 10.3.6 Russia
      • 10.3.6.1 Market Trends
      • 10.3.6.2 Market Forecast
    • 10.3.7 Others
      • 10.3.7.1 Market Trends
      • 10.3.7.2 Market Forecast
  • 10.4  Latin America
    • 10.4.1 Brazil
      • 10.4.1.1 Market Trends
      • 10.4.1.2 Market Forecast
    • 10.4.2 Mexico
      • 10.4.2.1 Market Trends
      • 10.4.2.2 Market Forecast
    • 10.4.3 Others
      • 10.4.3.1 Market Trends
      • 10.4.3.2 Market Forecast
  • 10.5  Middle East and Africa
    • 10.5.1 Market Trends
    • 10.5.2 Market Breakup by Country
    • 10.5.3 Market Forecast

11  SWOT Analysis

  • 11.1  Overview
  • 11.2  Strengths
  • 11.3  Weaknesses
  • 11.4  Opportunities
  • 11.5  Threats

12  Value Chain Analysis

13  Porters Five Forces Analysis

  • 13.1  Overview
  • 13.2  Bargaining Power of Buyers
  • 13.3  Bargaining Power of Suppliers
  • 13.4  Degree of Competition
  • 13.5  Threat of New Entrants
  • 13.6  Threat of Substitutes

14  Price Analysis

15  Competitive Landscape

  • 15.1  Market Structure
  • 15.2  Key Players
  • 15.3  Profiles of Key Players
    • 15.3.1  Betterment
      • 15.3.1.1 Company Overview
      • 15.3.1.2 Product Portfolio
    • 15.3.2  Ellevest
      • 15.3.2.1 Company Overview
      • 15.3.2.2 Product Portfolio
    • 15.3.3  Fincite Gmbh
      • 15.3.3.1 Company Overview
      • 15.3.3.2 Product Portfolio
    • 15.3.4  Ginmon Vermogensverwaltung GmbH
      • 15.3.4.1 Company Overview
      • 15.3.4.2 Product Portfolio
    • 15.3.5  SigFig Wealth Management LLC
      • 15.3.5.1 Company Overview
      • 15.3.5.2 Product Portfolio
    • 15.3.6  SoFi Technologies Inc.
      • 15.3.6.1 Company Overview
      • 15.3.6.2 Product Portfolio
      • 15.3.6.3 Financials
    • 15.3.7  The Charles Schwab Corporation
      • 15.3.7.1 Company Overview
      • 15.3.7.2 Product Portfolio
      • 15.3.7.3 Financials
      • 15.3.7.4 SWOT Analysis
    • 15.3.8  The Vanguard Group Inc.
      • 15.3.8.1 Company Overview
      • 15.3.8.2 Product Portfolio
    • 15.3.9  Wealthfront Corporation
      • 15.3.9.1 Company Overview
      • 15.3.9.2 Product Portfolio
    • 15.3.10  Wealthify Limited (Aviva plc)
      • 15.3.10.1 Company Overview
      • 15.3.10.2 Product Portfolio