小売業における人工知能市場：技術、タイプ、サービス、ソリューション、展開モード、用途別-2025-2030年の世界予測

小売業における人工知能市場の2023年の市場規模は40億1,000万米ドルで、2024年には46億8,000万米ドルに達すると予測され、2030年には119億7,000万米ドルへとCAGR 16.88％で成長すると予測されています。

小売業における人工知能（AI）の範囲は広大で、顧客体験の向上、オペレーションの合理化、在庫管理の最適化を目的とした幅広いアプリケーションを包含しています。パーソナライズされたショッピング体験、サプライチェーン業務の効率化、データ主導の意思決定プロセスに対する需要の高まりにより、AIは小売業で必要不可欠なものとなりつつあります。アプリケーションは、顧客サービスを向上させるチャットボットやバーチャルアシスタントから、需要予測に役立つ予測分析、最適な在庫レベルを確保するAI主導の在庫管理システムまで多岐にわたる。小売業におけるAIの最終用途範囲は、eコマース・プラットフォーム、従来の実店舗、物流、顧客との対話チャネルに及んでいます。

市場の洞察によると、小売業におけるAIの成長は、技術の進歩、パーソナライズされた体験に対する消費者の期待の高まり、業務効率の追求に大きく影響されています。最新の潜在的なビジネスチャンスは、オムニチャネル小売戦略の開発、サイバーセキュリティ対策の強化、ラストマイル配送プロセスの改善にAIを活用することにあります。小売企業は、こうした機会を活用するため、特に顧客エンゲージメント・ツールとサプライチェーンの最適化に重点を置き、既存のシステムにAIを統合することを推奨されています。

しかし、導入コストの高さ、データプライバシーへの懸念、AIシステムの開発・管理には技術的な専門知識が必要であることなど、限界や課題も残っています。さらに、レガシーシステムとの統合の問題は、小規模な小売企業にとって参入の大きな障壁となる可能性があります。こうした課題にもかかわらず、イノベーションと研究の最良の分野には、高度な顧客分析のためのAIツールの開発、適応的でパーソナライズされたマーケティング戦略の構築、リアルタイムの在庫およびサプライチェーン管理システムの改善などが含まれます。

AIの変革の可能性を考えると、小売市場は急速なイノベーションと熾烈な競争を特徴としています。小売企業は、競争力を維持するために、俊敏な戦略を採用し、技術の進歩に遅れを取らないようにしなければならないです。このダイナミックな市場環境でAIを効果的に活用するには、継続的な研究開発、戦略的パートナーシップ、人材獲得への投資が不可欠です。

市場力学：急速に進化する小売業における人工知能市場の主要市場インサイトを公開

小売業における人工知能市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的決定の精緻化、そして新たなビジネスチャンスの獲得に備えることができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができ、また、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • 組織小売業における優れた監視・モニタリングに対する要求の高まり
  • データ分析およびビジネス意思決定への採用の増加
  • 生産性の向上、無駄の削減、顧客体験の向上
• 市場抑制要因
  • 既存構造との互換性の問題
• 市場機会
  • ジェスチャー認識を備えたスマートミラーとスマートディスプレイ
  • 新興諸国における組織小売セクターの成長
• 市場の課題
  • データプライバシーとセキュリティへの懸念

ポーターのファイブフォース：小売業における人工知能市場をナビゲートする戦略ツール

ポーターのファイブフォースフレームワークは、市場情勢の競合情勢を理解するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することができ、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：小売業における人工知能市場における外部からの影響の把握

外部マクロ環境要因は、小売業における人工知能市場の業績ダイナミクスを形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を提供します。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析小売業における人工知能市場における競合情勢の把握

小売業における人工知能市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、断片化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニング・マトリックス小売業における人工知能市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、小売業における人工知能市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標に沿った十分な情報に基づいた意思決定を行うことができます。4つの象限によってベンダーを明確かつ正確にセグメント化し、戦略目標に最適なパートナーやソリューションを特定することができます。

戦略分析と推奨小売業における人工知能市場における成功への道筋を描く

小売業における人工知能市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を見直すことで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネスチャンスを活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目分野を網羅した市場の包括的な分析を提供しています：

1.市場の浸透度：現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力の評価。

2.市場の開拓度：新興市場における成長機会を特定し、既存分野における拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを提供します。

3.市場の多様化：最近の製品発売、未開拓の地域、業界の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発およびイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています：

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • 組織化された小売店における優れた監視とモニタリングの要件の高まり
    • データ分析とビジネス上の意思決定への導入の増加
    • 生産性の向上、無駄の削減、顧客体験の向上
  • 抑制要因
    • 既存の構造との互換性の問題
  • 機会
    • ジェスチャー認識機能を備えたスマートミラーとスマートディスプレイ
    • 新興諸国における組織化された小売業の成長
  • 課題
    • データのプライバシーとセキュリティに関する懸念
• 市場セグメンテーション分析
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 小売業における人工知能市場：技術別

• 機械学習とディープラーニング
  • 感情検出
  • 顔認識
• 自然言語処理

第7章 小売業における人工知能市場：タイプ別

• オフライン小売
• オンライン小売

第8章 小売業における人工知能市場：サービス別

• マネージドサービス
• プロフェッショナルサービス

第9章 小売業における人工知能市場：ソリューション別

• 顧客関係管理
• 決済サービス管理
• 価格最適化
• 製品の推奨と計画
• サプライチェーン管理と需要計画
• バーチャルアシスタント
• ビジュアル検索

第10章 小売業における人工知能市場：展開モード別

• クラウド上
• オンプレミス

第11章 小売業における人工知能市場：用途別

• 店内の視覚監視と監視
• ロケーションベースマーケティング
• 市場予測
• 予測マーチャンダイジング
• プログラマティック広告

第12章 南北アメリカの小売業における人工知能市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第13章 アジア太平洋地域の小売業における人工知能市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第14章 欧州・中東・アフリカの小売業における人工知能市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第15章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
• 戦略分析と提言

企業一覧

• Algolia, Inc.
• Amazon.com, Inc.
• BloomReach, Inc.
• Bolt Financial, Inc.
• Forter, Ltd.
• Google LLC by Alphabet Inc.
• Intel Corporation
• International Business Machines Corporation
• Microsoft Corporation
• NVIDIA Corporation
• Oracle Corporation
• Salesforce, Inc.
• SAP SE
• Talkdesk, Inc.
• ViSenze Pte. Ltd

LIST OF FIGURES

• FIGURE 1. ARTIFICIAL INTELLIGENCE IN RETAIL MARKET RESEARCH PROCESS
• FIGURE 2. ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2023 VS 2030 (%)
• FIGURE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 19. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 21. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 23. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 24. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 25. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 26. ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 27. ARTIFICIAL INTELLIGENCE IN RETAIL MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. ARTIFICIAL INTELLIGENCE IN RETAIL MARKET DYNAMICS
• TABLE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY EMOTION DETECTION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY FACIAL RECOGNITION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFLINE RETAIL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY ONLINE RETAIL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER RELATIONSHIP MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY PAYMENT SERVICES MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY PRICE OPTIMIZATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY PRODUCT RECOMMENDATION & PLANNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT & DEMAND PLANNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY VIRTUAL ASSISTANT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY VISUAL SEARCH, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY ON-CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 31. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY IN-STORE VISUAL MONITORING & SURVEILLANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 32. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY LOCATION-BASED MARKETING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 33. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MARKET FORECASTING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 34. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY PREDICTIVE MERCHANDISING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 35. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY PROGRAMMATIC ADVERTISING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 36. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 37. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 38. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 39. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 40. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 41. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 42. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 43. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 44. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 45. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 46. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 47. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 48. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 49. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 50. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 51. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 52. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 53. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 54. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 55. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 56. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 57. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 58. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 59. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 60. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 61. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 62. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 63. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 64. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 65. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 66. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 67. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 68. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 69. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 70. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 71. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 72. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 73. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 74. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 75. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 76. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 77. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 78. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 79. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 80. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 81. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 82. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 83. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 84. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 85. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 86. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 87. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 88. AUSTRALIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 89. AUSTRALIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 90. AUSTRALIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 91. AUSTRALIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 92. AUSTRALIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 93. AUSTRALIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 94. AUSTRALIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 95. CHINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 96. CHINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 97. CHINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 98. CHINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 99. CHINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 100. CHINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 101. CHINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 102. INDIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 103. INDIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 104. INDIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 105. INDIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 106. INDIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 107. INDIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 108. INDIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 109. INDONESIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 110. INDONESIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 111. INDONESIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 112. INDONESIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 113. INDONESIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 114. INDONESIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 115. INDONESIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 116. JAPAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 117. JAPAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 118. JAPAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 119. JAPAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 120. JAPAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 121. JAPAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 122. JAPAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 123. MALAYSIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 124. MALAYSIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 125. MALAYSIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 126. MALAYSIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 127. MALAYSIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 128. MALAYSIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 129. MALAYSIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 130. PHILIPPINES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 131. PHILIPPINES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 132. PHILIPPINES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 133. PHILIPPINES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 134. PHILIPPINES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 135. PHILIPPINES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 136. PHILIPPINES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 137. SINGAPORE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 138. SINGAPORE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 139. SINGAPORE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 140. SINGAPORE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 141. SINGAPORE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 142. SINGAPORE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 143. SINGAPORE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 144. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 145. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 146. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 147. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 148. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 149. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 150. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 151. TAIWAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 152. TAIWAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 153. TAIWAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 154. TAIWAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 155. TAIWAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 156. TAIWAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 157. TAIWAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 158. THAILAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 159. THAILAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 160. THAILAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 161. THAILAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 162. THAILAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 163. THAILAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 164. THAILAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 165. VIETNAM ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 166. VIETNAM ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 167. VIETNAM ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 168. VIETNAM ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 169. VIETNAM ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 170. VIETNAM ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 171. VIETNAM ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 172. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 173. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 174. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 175. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 176. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 177. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 178. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 179. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 180. DENMARK ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 181. DENMARK ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 182. DENMARK ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 183. DENMARK ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 184. DENMARK ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 185. DENMARK ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 186. DENMARK ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 187. EGYPT ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 188. EGYPT ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 189. EGYPT ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 190. EGYPT ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 191. EGYPT ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 192. EGYPT ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 193. EGYPT ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 194. FINLAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 195. FINLAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 196. FINLAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 197. FINLAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 198. FINLAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 199. FINLAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 200. FINLAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 201. FRANCE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 202. FRANCE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 203. FRANCE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 204. FRANCE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 205. FRANCE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 206. FRANCE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 207. FRANCE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 208. GERMANY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 209. GERMANY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 210. GERMANY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 211. GERMANY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 212. GERMANY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 213. GERMANY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 214. GERMANY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 215. ISRAEL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 216. ISRAEL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 217. ISRAEL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 218. ISRAEL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 219. ISRAEL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 220. ISRAEL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 221. ISRAEL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 222. ITALY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 223. ITALY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 224. ITALY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 225. ITALY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 226. ITALY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 227. ITALY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 228. ITALY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 229. NETHERLANDS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 230. NETHERLANDS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 231. NETHERLANDS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 232. NETHERLANDS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 233. NETHERLANDS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 234. NETHERLANDS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 235. NETHERLANDS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 236. NIGERIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 237. NIGERIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 238. NIGERIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 239. NIGERIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 240. NIGERIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 241. NIGERIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 242. NIGERIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 243. NORWAY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 244. NORWAY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 245. NORWAY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 246. NORWAY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 247. NORWAY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 248. NORWAY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 249. NORWAY ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 250. POLAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 251. POLAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 252. POLAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
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• TABLE 255. POLAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 256. POLAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 257. QATAR ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 258. QATAR ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 259. QATAR ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 260. QATAR ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 261. QATAR ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 262. QATAR ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 263. QATAR ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 264. RUSSIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 265. RUSSIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 266. RUSSIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 267. RUSSIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 268. RUSSIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 269. RUSSIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 270. RUSSIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 271. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 272. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 273. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 274. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 275. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 276. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 277. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 278. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 279. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 280. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 281. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 282. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 283. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 284. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 285. SPAIN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 286. SPAIN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 287. SPAIN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 288. SPAIN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
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• TABLE 290. SPAIN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 291. SPAIN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 292. SWEDEN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 293. SWEDEN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 294. SWEDEN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 295. SWEDEN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 296. SWEDEN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 297. SWEDEN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEPLOYMENT MODE, 2018-2030 (USD MILLION)
• TABLE 298. SWEDEN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 299. SWITZERLAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 300. SWITZERLAND ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING & DEEP LEARNING, 2018-2030 (USD MILLION)
• TABLE 301. SWITZERLAND ARTIFICIAL INTELLIGENCE IN RETAI

The Artificial Intelligence in Retail Market was valued at USD 4.01 billion in 2023, expected to reach USD 4.68 billion in 2024, and is projected to grow at a CAGR of 16.88%, to USD 11.97 billion by 2030.

The scope of artificial intelligence (AI) in retail is vast, encompassing a broad range of applications aimed at enhancing customer experience, streamlining operations, and optimizing inventory management. AI is becoming necessary in retail due to the increasing demand for personalized shopping experiences, efficiency in supply chain operations, and data-driven decision-making processes. Applications range from chatbots and virtual assistants that improve customer service, to predictive analytics that help in demand forecasting, and AI-driven inventory management systems that ensure optimal stock levels. The end-use scope of AI in retail spans across e-commerce platforms, traditional brick-and-mortar stores, logistics, and customer interaction channels.

Market insights reveal that AI's growth in retail is significantly influenced by technological advancements, increasing consumer expectations for personalized experiences, and the quest for operational efficiency. The latest potential opportunities lie in leveraging AI for developing omnichannel retail strategies, enhancing cybersecurity measures, and improving last-mile delivery processes. Retailers are recommended to integrate AI into their existing systems to harness these opportunities, particularly focusing on customer engagement tools and supply chain optimization.

However, limitations and challenges persist, including high implementation costs, data privacy concerns, and the need for technical expertise to develop and manage AI systems. Furthermore, integration issues with legacy systems can pose a significant barrier to entry for smaller retailers. Despite these challenges, the best areas of innovation and research include the development of AI tools for advanced customer analytics, the creation of adaptive and personalized marketing strategies, and the improvement of real-time inventory and supply chain management systems.

Given the transformative potential of AI, the retail market is characterized by rapid innovation and fierce competition. Retailers are compelled to adopt agile strategies and stay abreast of technological advancements to remain competitive. Continuous research and development, strategic partnerships, and investment in talent acquisition are crucial for leveraging AI effectively in this dynamic market environment.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Artificial Intelligence in Retail Market

The Artificial Intelligence in Retail Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Rising requirements for superior surveillance and monitoring in organized retails
  • Increasing adoption for data analytics and business decision
  • Improve productivity, reduce waste, and enhance customer experience
• Market Restraints
  • Compatibility issues with existing structure
• Market Opportunities
  • Smart mirror and smart displays with gesture recognition
  • Growing organized retail sector in developing countries
• Market Challenges
  • Data privacy and security concern

Porter's Five Forces: A Strategic Tool for Navigating the Artificial Intelligence in Retail Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Artificial Intelligence in Retail Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Artificial Intelligence in Retail Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Artificial Intelligence in Retail Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Artificial Intelligence in Retail Market

A detailed market share analysis in the Artificial Intelligence in Retail Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Artificial Intelligence in Retail Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Artificial Intelligence in Retail Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Artificial Intelligence in Retail Market

A strategic analysis of the Artificial Intelligence in Retail Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Artificial Intelligence in Retail Market, highlighting leading vendors and their innovative profiles. These include Algolia, Inc., Amazon.com, Inc., BloomReach, Inc., Bolt Financial, Inc., Forter, Ltd., Google LLC by Alphabet Inc., Intel Corporation, International Business Machines Corporation, Microsoft Corporation, NVIDIA Corporation, Oracle Corporation, Salesforce, Inc., SAP SE, Talkdesk, Inc., and ViSenze Pte. Ltd.

Market Segmentation & Coverage

This research report categorizes the Artificial Intelligence in Retail Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Technology, market is studied across Machine Learning & Deep Learning and Natural Language Processing. The Machine Learning & Deep Learning is further studied across Emotion Detection and Facial Recognition.
• Based on Type, market is studied across Offline Retail and Online Retail.
• Based on Service, market is studied across Managed Services and Professional Services.
• Based on Solution, market is studied across Customer Relationship Management, Payment Services Management, Price Optimization, Product Recommendation & Planning, Supply Chain Management & Demand Planning, Virtual Assistant, and Visual Search.
• Based on Deployment Mode, market is studied across On-Cloud and On-Premises.
• Based on Application, market is studied across In-Store Visual Monitoring & Surveillance, Location-Based Marketing, Market Forecasting, Predictive Merchandising, and Programmatic Advertising.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Rising requirements for superior surveillance and monitoring in organized retails
    • 5.1.1.2. Increasing adoption for data analytics and business decision
    • 5.1.1.3. Improve productivity, reduce waste, and enhance customer experience
  • 5.1.2. Restraints
    • 5.1.2.1. Compatibility issues with existing structure
  • 5.1.3. Opportunities
    • 5.1.3.1. Smart mirror and smart displays with gesture recognition
    • 5.1.3.2. Growing organized retail sector in developing countries
  • 5.1.4. Challenges
    • 5.1.4.1. Data privacy and security concern
• 5.2. Market Segmentation Analysis
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Artificial Intelligence in Retail Market, by Technology

• 6.1. Introduction
• 6.2. Machine Learning & Deep Learning
  • 6.2.1. Emotion Detection
  • 6.2.2. Facial Recognition
• 6.3. Natural Language Processing

7. Artificial Intelligence in Retail Market, by Type

• 7.1. Introduction
• 7.2. Offline Retail
• 7.3. Online Retail

8. Artificial Intelligence in Retail Market, by Service

• 8.1. Introduction
• 8.2. Managed Services
• 8.3. Professional Services

9. Artificial Intelligence in Retail Market, by Solution

• 9.1. Introduction
• 9.2. Customer Relationship Management
• 9.3. Payment Services Management
• 9.4. Price Optimization
• 9.5. Product Recommendation & Planning
• 9.6. Supply Chain Management & Demand Planning
• 9.7. Virtual Assistant
• 9.8. Visual Search

10. Artificial Intelligence in Retail Market, by Deployment Mode

• 10.1. Introduction
• 10.2. On-Cloud
• 10.3. On-Premises

11. Artificial Intelligence in Retail Market, by Application

• 11.1. Introduction
• 11.2. In-Store Visual Monitoring & Surveillance
• 11.3. Location-Based Marketing
• 11.4. Market Forecasting
• 11.5. Predictive Merchandising
• 11.6. Programmatic Advertising

12. Americas Artificial Intelligence in Retail Market

• 12.1. Introduction
• 12.2. Argentina
• 12.3. Brazil
• 12.4. Canada
• 12.5. Mexico
• 12.6. United States

13. Asia-Pacific Artificial Intelligence in Retail Market

• 13.1. Introduction
• 13.2. Australia
• 13.3. China
• 13.4. India
• 13.5. Indonesia
• 13.6. Japan
• 13.7. Malaysia
• 13.8. Philippines
• 13.9. Singapore
• 13.10. South Korea
• 13.11. Taiwan
• 13.12. Thailand
• 13.13. Vietnam

14. Europe, Middle East & Africa Artificial Intelligence in Retail Market

• 14.1. Introduction
• 14.2. Denmark
• 14.3. Egypt
• 14.4. Finland
• 14.5. France
• 14.6. Germany
• 14.7. Israel
• 14.8. Italy
• 14.9. Netherlands
• 14.10. Nigeria
• 14.11. Norway
• 14.12. Poland
• 14.13. Qatar
• 14.14. Russia
• 14.15. Saudi Arabia
• 14.16. South Africa
• 14.17. Spain
• 14.18. Sweden
• 14.19. Switzerland
• 14.20. Turkey
• 14.21. United Arab Emirates
• 14.22. United Kingdom

15. Competitive Landscape

• 15.1. Market Share Analysis, 2023
• 15.2. FPNV Positioning Matrix, 2023
• 15.3. Competitive Scenario Analysis
• 15.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Algolia, Inc.
• 2. Amazon.com, Inc.
• 3. BloomReach, Inc.
• 4. Bolt Financial, Inc.
• 5. Forter, Ltd.
• 6. Google LLC by Alphabet Inc.
• 7. Intel Corporation
• 8. International Business Machines Corporation
• 9. Microsoft Corporation
• 10. NVIDIA Corporation
• 11. Oracle Corporation
• 12. Salesforce, Inc.
• 13. SAP SE
• 14. Talkdesk, Inc.
• 15. ViSenze Pte. Ltd