リテールアナリティクス市場：コンポーネント、ビジネス機能、展開モデル、小売店舗タイプ、アプリケーション、エンドユーザー別- 世界予測2024-2030年

リテールアナリティクス市場規模は2023年に80億1,000万米ドルと推定され、2024年には93億7,000万米ドルに達すると予測され、CAGR 17.69%で2030年には250億6,000万米ドルに達する見込みです。

リテールアナリティクスは、在庫レベル、サプライチェーンの動き、消費者の需要、売上に関する分析データを提供するプロセスであり、小売業界における重要な意思決定に欠かせないです。統計分析、予測モデリング、データマイニングツールを組み合わせて使用し、小売業務の大幅な理解と強化を図り、売上の最大化とコストの最小化を目指します。膨大な量のデータを生成するオンラインショッピングの急増に伴うeコマースの普及が、リテールアナリティクス市場のプラットフォームを作り出しています。オンラインとオフラインの販売チャネルの融合により、すべてのプラットフォームで一貫した効果的な顧客エンゲージメントを確保するために、データ分析へのより統合的なアプローチが必要となっています。リテールアナリティクスソリューションの使用に伴うデータプライバシーとセキュリティの懸念が、市場成長の妨げとなっています。より高度なデータ分析を可能にし、小売業者により深い洞察を提供する高度な分析、AI、機械学習技術の統合は、市場成長の機会を創出すると予想されます。

コンポーネント小売業で発生するデータの収集、処理、分析を可能にするリテールアナリティクスの利用が増加

リテールアナリティクスにおけるサービスとは、小売企業のデータ分析能力を強化するために、企業が小売企業に提供する様々なサポートや活動を指します。これらのサービスは、小売企業が十分な情報に基づいた意思決定を行い、オペレーションを最適化し、顧客満足度を向上させるために極めて重要です。マネージド・サービスとは、リテールアナリティクスに関連する特定の業務や作業をアウトソーシングすることです。マネージド・サービスのプロバイダーは、小売企業に代わってデータのモニタリング、管理、分析を行います。このオプションは、複雑なデータ管理業務を専門企業に任せ、重要な事業活動に専念する小売企業に適しています。プロフェッショナルサービスには、リテールアナリティクスソリューションに関するコンサルティング、導入、トレーニングなどの専門的なサポートが含まれます。これらのサービスは、アナリティクス・ツールの効果的な活用方法、データの解釈、ビジネス目標の達成に向けた洞察の活用方法について、小売業者を指導する専門家によって提供されます。新しいソフトウェアの統合であれ、既存のアナリティクス戦略の最適化であれ、プロフェッショナルサービスは小売企業の分析能力を高める上で重要な役割を果たします。リテールアナリティクスでは、ソフトウェアが小売業で発生する膨大なデータの処理、収集、分析を可能にします。このソフトウェアは、顧客行動、販売実績、在庫管理などに関する洞察を提供します。データ可視化のためのシンプルなダッシュボードツールから、予測分析のための複雑な機械学習アルゴリズムまで、さまざまなものがあります。適切なソフトウェアを導入することで、生データを実用的な洞察に変換することができ、小売企業がより賢明な意思決定を行い、動向を予測し、顧客のニーズを効果的に満たすために商品を調整するのに役立ちます。

展開モデル：柔軟性、拡張性、アクセスのしやすさから、オンクラウド展開の可能性が高い

クラウドベースの展開としても知られるオンクラウドとは、リテールアナリティクスソフトウェアとデータがサービスプロバイダーのリモートサーバーにホストされていることを意味します。ユーザーはインターネット経由でこれらのサービスにアクセスします。このモデルは、柔軟性、拡張性、アクセスのしやすさで知られています。特筆すべきは、大規模なハードウェア投資や大規模なITスタッフを必要とすることなく、あらゆる規模の小売企業が強力な分析ツールを活用できることです。データ管理、ソフトウェア更新、インフラ・メンテナンスはサービス・プロバイダーが行うため、システムは常に最新で安全です。オンプレミスの展開モデルでは、リテールアナリティクスソフトウェアを企業のサーバーやコンピューターに直接インストールします。このアプローチでは、企業はデータや分析ツールを完全にコントロールすることができ、セキュリティ対策や既存システムとの統合をカスタマイズすることができます。オンプレミスの展開は、厳しいデータセキュリティ要件を持つ組織や、ITインフラストラクチャのすべての側面を管理することを好む組織によって選択されることがよくあります。このモデルは、より高度な制御と潜在的なセキュリティ強化を提供する一方で、ハードウェア、ソフトウェア・ライセンス、システムを管理・保守できるITチームへの多額の先行投資が必要となります。さらに、更新や拡張には、さらなるリソースと時間が必要となります。

地域別インサイト

南北アメリカでは、リテールアナリティクスソリューションが、顧客体験の向上、オペレーションの合理化、消費者行動をよりよく理解するためのAIやMLを含む先進技術の採用に重点を置き、大きく普及しています。これらの国の小売企業は、動向を予測し、在庫をより効果的に管理し、マーケティング戦略をパーソナライズするために、分析ツールに投資しています。ブラジルやメキシコを含む南米では、こうしたソリューションの活用が進んでおり、デジタルトランスフォーメーションへの取り組みが推進力となっています。APAC地域は、特に中国、インド、東南アジアなどの国々で、膨大な人口と中産階級の台頭を背景に、リテールアナリティクスの急速な成長を目の当たりにしています。オンラインショッピング、モバイルの普及、デジタル決済の急増により、小売業者はオンラインとオフラインの戦略を最適化するためにアナリティクス・ソリューションを導入する必要に迫られています。ここでの焦点は、消費者パターンの理解、サプライチェーンの最適化、データによる顧客エンゲージメントの強化です。消費者の嗜好や行動が多様なAPAC市場では、アナリティクスがこの地域で事業を展開する小売企業にとって不可欠なツールとなっています。欧州では、コンプライアンスとデータ保護が重視され、顧客満足度と業務効率の向上が求められています。小売企業はアナリティクスを活用して顧客の嗜好を把握し、GDPR（一般データ保護規則）のガイドラインに沿って業務を効率化しています。中東ではデジタルトランスフォーメーションが進んでおり、UAEやサウジアラビアなどでは、顧客体験を向上させ、オンラインとオフラインの小売チャネルを統合するためのリテールアナリティクスの導入が進んでいます。アフリカでは、インターネットとスマートフォンの普及が進み、特に南アフリカとナイジェリアが有望視されています。

FPNVポジショニング・マトリックス

FPNVポジショニングマトリックスはリテールアナリティクス市場の評価において極めて重要です。事業戦略と製品満足度に関連する主要指標を調査し、ベンダーの包括的な評価を提供します。この綿密な分析により、ユーザーは各自の要件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。評価に基づき、ベンダーは成功の度合いが異なる4つの象限に分類されます：フォアフロント（F）、パスファインダー（P）、ニッチ（N）、バイタル（V）です。

市場シェア分析

市場シェア分析は、リテールアナリティクス市場におけるベンダーの現状について、洞察に満ちた詳細な調査を提供する包括的なツールです。全体的な収益、顧客基盤、その他の主要指標についてベンダーの貢献度を綿密に比較・分析することで、企業の業績や市場シェア争いの際に直面する課題について理解を深めることができます。さらに、この分析により、調査対象基準年に観察された累積、断片化の優位性、合併の特徴などの要因を含む、この分野の競合特性に関する貴重な考察が得られます。このような詳細レベルの拡大により、ベンダーはより多くの情報に基づいた意思決定を行い、市場で競争優位に立つための効果的な戦略を考案することができます。

本レポートは、以下の側面に関する貴重な洞察を提供しています：

1.市場の浸透度：主要企業が提供する市場に関する包括的な情報を提示しています。

2.市場の開拓度：有利な新興市場を深く掘り下げ、成熟市場セグメントにおける浸透度を分析しています。

3.市場の多様化：新製品の発売、未開拓の地域、最近の開発、投資に関する詳細な情報を提供します。

4.競合の評価と情報：市場シェア、戦略、製品、認証、規制状況、特許状況、主要企業の製造能力などを網羅的に評価します。

5.製品開発およびイノベーション：将来の技術、研究開発活動、画期的な製品開発に関する知的洞察を提供します。

本レポートは、以下のような主要な質問に対応しています：

1.リテールアナリティクス市場の市場規模および予測は？

2.リテールアナリティクス市場の予測期間中に投資を検討すべき製品、セグメント、用途、分野は何か？

3.リテールアナリティクス市場の技術動向と規制枠組みは？

4.リテールアナリティクス市場における主要ベンダーの市場シェアは？

5.リテールアナリティクス市場への参入に適した形態や戦略的手段は？

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
    • 迅速で合理化された小売サービスに対する消費者の需要の高まり
    • 世界中の小売インフラをデジタル化する政府の取り組み
    • 小売業者の間で電子商取引の導入が増加
  • 抑制要因
    • リテールアナリティクステクノロジーの統合の複雑さとパフォーマンスの問題
  • 機会
    • リテールアナリティクステクノロジーの機能性と効率性を向上させるための継続的な進歩
    • スマートシティとスマートストアの運営拡大に向けた投資増加
  • 課題
    • リテールアナリティクスに関するデータプライバシーとサイバーセキュリティの問題
• 市場セグメンテーション分析
  • コンポーネント：小売業界で生成されたデータの収集、処理、分析を可能にするリテールアナリティクスの使用の増加
  • 導入モデル：柔軟性、拡張性、アクセスの容易さにより、クラウド上での導入に高い可能性を秘めています。
• 市場ディスラプション分析
• ポーターのファイブフォース分析
• バリューチェーンとクリティカルパス分析
• 価格分析
• 技術分析
• 特許分析
• 貿易分析
• 規制枠組みの分析

第6章 リテールアナリティクス市場：コンポーネント別

• サービス
• ソフトウェア

第7章 リテールアナリティクス市場業務機能別

• ファイナンス
• 人事
• マーケティング販売
• オペレーション

第8章 リテールアナリティクス市場導入モデル別

• クラウド上
• オンプレミス

第9章 リテールアナリティクス市場小売店タイプ別

• コンビニエンスストア
• デパート
• スーパーマーケットと食料品店

第10章 リテールアナリティクス市場：用途別

• 顧客管理
• 在庫分析
• マーチャンダイジング分析
• パフォーマンス分析
• 価格分析
• プロモーション分析と計画

第11章 リテールアナリティクス市場：エンドユーザー別

• オフライン
• オンライン

第12章 南北アメリカのリテールアナリティクス市場

• 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リテールアナリティクス市場

• 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・アフリカのリテールアナリティクス市場

• 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
  • Standard AIがビジョン分析と戦略的リーダーシップ移行で小売業を向上
  • RetailNextの店舗内分析における戦略的イノベーション
  • インテリジェンスノードとクローガーマーケットプレースの提携
• 戦略分析と提言

第16章 競合ポートフォリオ

• 主要企業プロファイル
• 主要製品ポートフォリオ

LIST OF FIGURES

• FIGURE 1. RETAIL ANALYTICS MARKET RESEARCH PROCESS
• FIGURE 2. RETAIL ANALYTICS MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL RETAIL ANALYTICS MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY REGION, 2023 VS 2030 (%)
• FIGURE 5. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. RETAIL ANALYTICS MARKET DYNAMICS
• FIGURE 7. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
• FIGURE 8. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 9. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2023 VS 2030 (%)
• FIGURE 10. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 11. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2023 VS 2030 (%)
• FIGURE 12. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 13. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2023 VS 2030 (%)
• FIGURE 14. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 15. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 16. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 17. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY END USER, 2023 VS 2030 (%)
• FIGURE 18. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY END USER, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 19. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 20. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 21. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 22. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 23. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 24. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 25. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 26. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 27. RETAIL ANALYTICS MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 28. RETAIL ANALYTICS MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. RETAIL ANALYTICS MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL RETAIL ANALYTICS MARKET SIZE, 2018-2023 (USD MILLION)
• TABLE 4. GLOBAL RETAIL ANALYTICS MARKET SIZE, 2024-2030 (USD MILLION)
• TABLE 5. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 6. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 7. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 8. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 9. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY SERVICES, BY REGION, 2018-2023 (USD MILLION)
• TABLE 10. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY SERVICES, BY REGION, 2024-2030 (USD MILLION)
• TABLE 11. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 12. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 13. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2023 (USD MILLION)
• TABLE 14. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2024-2030 (USD MILLION)
• TABLE 15. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2023 (USD MILLION)
• TABLE 16. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2024-2030 (USD MILLION)
• TABLE 17. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 18. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY SOFTWARE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 19. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 20. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 21. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY FINANCE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 22. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY FINANCE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 23. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY HUMAN RESOURCES, BY REGION, 2018-2023 (USD MILLION)
• TABLE 24. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY HUMAN RESOURCES, BY REGION, 2024-2030 (USD MILLION)
• TABLE 25. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY MARKETING & SALES, BY REGION, 2018-2023 (USD MILLION)
• TABLE 26. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY MARKETING & SALES, BY REGION, 2024-2030 (USD MILLION)
• TABLE 27. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY OPERATIONS, BY REGION, 2018-2023 (USD MILLION)
• TABLE 28. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY OPERATIONS, BY REGION, 2024-2030 (USD MILLION)
• TABLE 29. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 30. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 31. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY ON-CLOUD, BY REGION, 2018-2023 (USD MILLION)
• TABLE 32. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY ON-CLOUD, BY REGION, 2024-2030 (USD MILLION)
• TABLE 33. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 34. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY ON-PREMISE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 35. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 36. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 37. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY CONVENIENCE STORES, BY REGION, 2018-2023 (USD MILLION)
• TABLE 38. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY CONVENIENCE STORES, BY REGION, 2024-2030 (USD MILLION)
• TABLE 39. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY DEPARTMENT STORES, BY REGION, 2018-2023 (USD MILLION)
• TABLE 40. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY DEPARTMENT STORES, BY REGION, 2024-2030 (USD MILLION)
• TABLE 41. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY SUPERMARKETS & GROCERY STORES, BY REGION, 2018-2023 (USD MILLION)
• TABLE 42. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY SUPERMARKETS & GROCERY STORES, BY REGION, 2024-2030 (USD MILLION)
• TABLE 43. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 44. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 45. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY CUSTOMER MANAGEMENT, BY REGION, 2018-2023 (USD MILLION)
• TABLE 46. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY CUSTOMER MANAGEMENT, BY REGION, 2024-2030 (USD MILLION)
• TABLE 47. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY INVENTORY ANALYSIS, BY REGION, 2018-2023 (USD MILLION)
• TABLE 48. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY INVENTORY ANALYSIS, BY REGION, 2024-2030 (USD MILLION)
• TABLE 49. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY MERCHANDISING ANALYSIS, BY REGION, 2018-2023 (USD MILLION)
• TABLE 50. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY MERCHANDISING ANALYSIS, BY REGION, 2024-2030 (USD MILLION)
• TABLE 51. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY PERFORMANCE ANALYSIS, BY REGION, 2018-2023 (USD MILLION)
• TABLE 52. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY PERFORMANCE ANALYSIS, BY REGION, 2024-2030 (USD MILLION)
• TABLE 53. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY PRICING ANALYSIS, BY REGION, 2018-2023 (USD MILLION)
• TABLE 54. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY PRICING ANALYSIS, BY REGION, 2024-2030 (USD MILLION)
• TABLE 55. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY PROMOTIONAL ANALYSIS & PLANNING, BY REGION, 2018-2023 (USD MILLION)
• TABLE 56. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY PROMOTIONAL ANALYSIS & PLANNING, BY REGION, 2024-2030 (USD MILLION)
• TABLE 57. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 58. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 59. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY OFFLINE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 60. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY OFFLINE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 61. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY ONLINE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 62. GLOBAL RETAIL ANALYTICS MARKET SIZE, BY ONLINE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 63. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 64. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 65. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 66. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 67. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 68. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 69. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 70. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 71. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 72. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 73. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 74. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 75. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 76. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 77. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
• TABLE 78. AMERICAS RETAIL ANALYTICS MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 79. ARGENTINA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 80. ARGENTINA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 81. ARGENTINA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 82. ARGENTINA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 83. ARGENTINA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 84. ARGENTINA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 85. ARGENTINA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 86. ARGENTINA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 87. ARGENTINA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 88. ARGENTINA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 89. ARGENTINA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 90. ARGENTINA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 91. ARGENTINA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 92. ARGENTINA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 93. BRAZIL RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 94. BRAZIL RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 95. BRAZIL RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 96. BRAZIL RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 97. BRAZIL RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 98. BRAZIL RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 99. BRAZIL RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 100. BRAZIL RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 101. BRAZIL RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 102. BRAZIL RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 103. BRAZIL RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 104. BRAZIL RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 105. BRAZIL RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 106. BRAZIL RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 107. CANADA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 108. CANADA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 109. CANADA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 110. CANADA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 111. CANADA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 112. CANADA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 113. CANADA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 114. CANADA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 115. CANADA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 116. CANADA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 117. CANADA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 118. CANADA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 119. CANADA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 120. CANADA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 121. MEXICO RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 122. MEXICO RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 123. MEXICO RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 124. MEXICO RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 125. MEXICO RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 126. MEXICO RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 127. MEXICO RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 128. MEXICO RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 129. MEXICO RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 130. MEXICO RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 131. MEXICO RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 132. MEXICO RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 133. MEXICO RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 134. MEXICO RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 135. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 136. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 137. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 138. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 139. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 140. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 141. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 142. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 143. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 144. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 145. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 146. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 147. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 148. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 149. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY STATE, 2018-2023 (USD MILLION)
• TABLE 150. UNITED STATES RETAIL ANALYTICS MARKET SIZE, BY STATE, 2024-2030 (USD MILLION)
• TABLE 151. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 152. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 153. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 154. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 155. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 156. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 157. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 158. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 159. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 160. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 161. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 162. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 163. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 164. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 165. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
• TABLE 166. ASIA-PACIFIC RETAIL ANALYTICS MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 167. AUSTRALIA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 168. AUSTRALIA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 169. AUSTRALIA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 170. AUSTRALIA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 171. AUSTRALIA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 172. AUSTRALIA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 173. AUSTRALIA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 174. AUSTRALIA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 175. AUSTRALIA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 176. AUSTRALIA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 177. AUSTRALIA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 178. AUSTRALIA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 179. AUSTRALIA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 180. AUSTRALIA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 181. CHINA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 182. CHINA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 183. CHINA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 184. CHINA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 185. CHINA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 186. CHINA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 187. CHINA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 188. CHINA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 189. CHINA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 190. CHINA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 191. CHINA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 192. CHINA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 193. CHINA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 194. CHINA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 195. INDIA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 196. INDIA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 197. INDIA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 198. INDIA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 199. INDIA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 200. INDIA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 201. INDIA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 202. INDIA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 203. INDIA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 204. INDIA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 205. INDIA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 206. INDIA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 207. INDIA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 208. INDIA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 209. INDONESIA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 210. INDONESIA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 211. INDONESIA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 212. INDONESIA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 213. INDONESIA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 214. INDONESIA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 215. INDONESIA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 216. INDONESIA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 217. INDONESIA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 218. INDONESIA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 219. INDONESIA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 220. INDONESIA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 221. INDONESIA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 222. INDONESIA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 223. JAPAN RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 224. JAPAN RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 225. JAPAN RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 226. JAPAN RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 227. JAPAN RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 228. JAPAN RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 229. JAPAN RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 230. JAPAN RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 231. JAPAN RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 232. JAPAN RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 233. JAPAN RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 234. JAPAN RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 235. JAPAN RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 236. JAPAN RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 237. MALAYSIA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 238. MALAYSIA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 239. MALAYSIA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 240. MALAYSIA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 241. MALAYSIA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 242. MALAYSIA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 243. MALAYSIA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 244. MALAYSIA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 245. MALAYSIA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 246. MALAYSIA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 247. MALAYSIA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 248. MALAYSIA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 249. MALAYSIA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 250. MALAYSIA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 251. PHILIPPINES RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 252. PHILIPPINES RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 253. PHILIPPINES RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 254. PHILIPPINES RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 255. PHILIPPINES RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 256. PHILIPPINES RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 257. PHILIPPINES RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 258. PHILIPPINES RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 259. PHILIPPINES RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 260. PHILIPPINES RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 261. PHILIPPINES RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 262. PHILIPPINES RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 263. PHILIPPINES RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 264. PHILIPPINES RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 265. SINGAPORE RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 266. SINGAPORE RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 267. SINGAPORE RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 268. SINGAPORE RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 269. SINGAPORE RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 270. SINGAPORE RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 271. SINGAPORE RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 272. SINGAPORE RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 273. SINGAPORE RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 274. SINGAPORE RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 275. SINGAPORE RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 276. SINGAPORE RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 277. SINGAPORE RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 278. SINGAPORE RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 279. SOUTH KOREA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 280. SOUTH KOREA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 281. SOUTH KOREA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 282. SOUTH KOREA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 283. SOUTH KOREA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 284. SOUTH KOREA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 285. SOUTH KOREA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 286. SOUTH KOREA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 287. SOUTH KOREA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 288. SOUTH KOREA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 289. SOUTH KOREA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 290. SOUTH KOREA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 291. SOUTH KOREA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 292. SOUTH KOREA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 293. TAIWAN RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 294. TAIWAN RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 295. TAIWAN RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 296. TAIWAN RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 297. TAIWAN RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 298. TAIWAN RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 299. TAIWAN RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 300. TAIWAN RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 301. TAIWAN RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 302. TAIWAN RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 303. TAIWAN RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 304. TAIWAN RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 305. TAIWAN RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 306. TAIWAN RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 307. THAILAND RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 308. THAILAND RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 309. THAILAND RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 310. THAILAND RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 311. THAILAND RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 312. THAILAND RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 313. THAILAND RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 314. THAILAND RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 315. THAILAND RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 316. THAILAND RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 317. THAILAND RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 318. THAILAND RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 319. THAILAND RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 320. THAILAND RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 321. VIETNAM RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 322. VIETNAM RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 323. VIETNAM RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 324. VIETNAM RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 325. VIETNAM RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 326. VIETNAM RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 327. VIETNAM RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 328. VIETNAM RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 329. VIETNAM RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 330. VIETNAM RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 331. VIETNAM RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 332. VIETNAM RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 333. VIETNAM RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 334. VIETNAM RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 335. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 336. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 337. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 338. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 339. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2018-2023 (USD MILLION)
• TABLE 340. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY BUSINESS FUNCTION, 2024-2030 (USD MILLION)
• TABLE 341. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2023 (USD MILLION)
• TABLE 342. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2024-2030 (USD MILLION)
• TABLE 343. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2018-2023 (USD MILLION)
• TABLE 344. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY RETAIL STORE TYPE, 2024-2030 (USD MILLION)
• TABLE 345. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 346. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 347. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2018-2023 (USD MILLION)
• TABLE 348. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY END USER, 2024-2030 (USD MILLION)
• TABLE 349. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
• TABLE 350. EUROPE, MIDDLE EAST & AFRICA RETAIL ANALYTICS MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 351. DENMARK RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 352. DENMARK RETAIL ANALYTICS MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 353. DENMARK RETAIL ANALYTICS MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)

[189 Pages Report] The Retail Analytics Market size was estimated at USD 8.01 billion in 2023 and expected to reach USD 9.37 billion in 2024, at a CAGR 17.69% to reach USD 25.06 billion by 2030.

Retail analytics involves the process of providing analytical data on inventory levels, supply chain movement, consumer demand, and sales, which is crucial for making critical decisions within the retail sector. It uses a mix of statistical analysis, predictive modeling, and data-mining tools to understand and enhance retail operations significantly, aiming to maximize sales and minimize costs. Increased E-commerce adoption with the surge in online shopping that produces vast amounts of data is creating a platform for the retail analytics market. The blending of online and offline sales channels necessitates a more integrated approach to data analysis to ensure consistent and effective customer engagement across all platforms. Data privacy and security concerns with the usage of retail analytics solutions hampers the market growth. The integration of advanced analytics, AI, and machine learning technologies that enable more sophisticated data analysis and provide deeper insights for retailers are expected to create opportunities for market growth.

Component: Rising usage of retail analytics that enables the collection, processing, and analysis of data generated in the retail sector

In the retail analytics, services pertain to various support and activities provided by firms to retailers, aiming to enhance their data analysis capabilities. These services are crucial for retailers to make informed decisions, optimize operations, and improve customer satisfaction. Managed services is the outsourcing of certain tasks or operations related to retail analytics. Providers of managed services take on the responsibility of monitoring, managing, and analyzing data on behalf of the retailer. This option is suitable for retailers that focuses on their vital business activities while leaving the complex data management tasks to specialized companies. Professional services include specialized support such as consultation, implementation, and training related to retail analytics solutions. These services are offered by experts who guide retailers on how to effectively utilize analytics tools, interpret data, and apply insights to achieve business goals. Whether it's integrating new software or optimizing existing analytics strategies, professional services play a key role in enhancing a retailer's analytical capabilities. In retail analytics, software enables the processing, collection, and analysis of huge amounts of data generated in the retail sector. This software provides insights into customer behavior, sales performance, inventory management, and more. It ranges from simple dashboard tools for data visualization to complex machine learning algorithms for predictive analytics. The right software can transform raw data into actionable insights, helping retailers to make smarter decisions, forecast trends, and tailor their offerings to meet customer needs effectively.

Deployment Model: High potential for on-cloud deployment due to its flexibility, scalability, and ease of access

On-cloud, also known as cloud-based deployment, means that the retail analytics software and data are hosted on the service provider's remote servers. Users access these services over the Internet. This model is known for its flexibility, scalability, and ease of access. Notably, it allows retail businesses of all sizes to leverage powerful analytics tools without the need for substantial hardware investments or an extensive IT staff. The data management, software updates, and infrastructure maintenance are handled by the service provider, ensuring that the system is always up-to-date and secure. The on-premises deployment model involves installing the retail analytics software directly on the company's own servers and computers. This approach gives businesses complete control over their data and analytics tools, allowing for customized security measures and integration with existing systems. On-premises deployment is often chosen by organizations that have strict data security requirements or those that prefer to manage all aspects of their IT infrastructure. While offering higher levels of control and potentially enhanced security, this model requires significant upfront investment in hardware, software licenses, and an IT team capable of managing and maintaining the system. Additionally, updates and scaling require additional resources and time.

Regional Insights

In the Americas, retail analytics solutions have a significant adoption with a strong emphasis on enhancing customer experience, streamlining operations, and employing advanced technologies, including AI and ML, to understand consumer behavior better. Retailers in these countries are investing in analytics tools to forecast trends, manage inventory more effectively, and personalize marketing strategies. South America, with countries including Brazil and Mexico, is increasingly leveraging these solutions and is propelled by digital transformation initiatives. The APAC region is witnessing rapid growth in retail analytics, fueled by its vast population and the rising middle class, especially in countries such as China, India, and Southeast Asia. The surge in online shopping, mobile penetration, and digital payments pushes retailers to adopt analytics solutions to optimize their online and offline strategies. The focus here is on understanding consumer patterns, optimizing supply chains, and enhancing customer engagement through data. The diversity of the APAC market, with its varied consumer preferences and behaviors, makes analytics an essential tool for retailers operating in this region. In Europe, there's a strong focus on compliance and data protection and the need to enhance customer satisfaction and operational efficiency. Retailers are leveraging analytics to gain insights into customer preferences and streamline their operations, aligning with GDPR (General Data Protection Regulation) guidelines. The Middle East is witnessing a digital transformation, with countries including the UAE and Saudi Arabia leading the adoption of retail analytics to enhance customer experiences and integrate online and offline retail channels. Africa shows promise, particularly in South Africa and Nigeria, driven by increasing internet and smartphone penetration.

FPNV Positioning Matrix

The FPNV Positioning Matrix is pivotal in evaluating the Retail Analytics Market. It offers a comprehensive assessment of vendors, examining key metrics related to Business Strategy and Product Satisfaction. This in-depth analysis empowers users to make well-informed decisions aligned with their requirements. Based on the evaluation, the vendors are then categorized into four distinct quadrants representing varying levels of success: Forefront (F), Pathfinder (P), Niche (N), or Vital (V).

Market Share Analysis

The Market Share Analysis is a comprehensive tool that provides an insightful and in-depth examination of the current state of vendors in the Retail Analytics Market. By meticulously comparing and analyzing vendor contributions in terms of overall revenue, customer base, and other key metrics, we can offer companies a greater understanding of their performance and the challenges they face when competing for market share. Additionally, this analysis provides valuable insights into the competitive nature of the sector, including factors such as accumulation, fragmentation dominance, and amalgamation traits observed over the base year period studied. With this expanded level of detail, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.

Key Company Profiles

The report delves into recent significant developments in the Retail Analytics Market, highlighting leading vendors and their innovative profiles. These include 1010data, Inc. by SymphonyAI LLC, Amazon Web Services, Inc., Amazon.com, Inc., Analytics8, LLC, CARTO, DataWeave Software Private Limited, Domo, Inc., Fractal Analytics Inc., Fujitsu Limited, Google, LLC by Alphabet Inc., HCL Technologies Ltd., Intelligence Node, International Business Machines Corporation, LatentView Analytics, Microsoft Corporation, MicroStrategy Incorporated, Oracle Corporation, QlikTech International AB, RetailNext Inc., Salesforce, Inc., SAP SE, Sisense Ltd., Standard Cognition, Corp., Teledyne FLIR LLC, and Teradata Corporation.

Market Segmentation & Coverage

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

• Component
  • Services
    • Managed Services
    • Professional Services

• Software

• Business Function
  • Finance
  • Human Resources
  • Marketing & Sales
  • Operations

• Deployment Model
  • On-Cloud
  • On-Premise

• Retail Store Type
  • Convenience Stores
  • Department Stores
  • Supermarkets & Grocery Stores

• Application
  • Customer Management
  • Inventory Analysis
  • Merchandising Analysis
  • Performance Analysis
  • Pricing Analysis
  • Promotional Analysis & Planning

• End User
  • Offline
  • Online

• Region
  • Americas
    • Argentina
    • Brazil
    • Canada
    • Mexico
    • United States
      • California
      • Florida
      • Illinois
      • New York
      • Ohio
      • Pennsylvania
      • Texas
  • Asia-Pacific
    • Australia
    • China
    • India
    • Indonesia
    • Japan
    • Malaysia
    • Philippines
    • Singapore
    • South Korea
    • Taiwan
    • Thailand
    • Vietnam

• Europe, Middle East & Africa
  • Denmark
  • Egypt
  • Finland
  • France
  • Germany
  • Israel
  • Italy
  • Netherlands
  • Nigeria
  • Norway
  • Poland
  • Qatar
  • Russia
  • Saudi Arabia
  • South Africa
  • Spain
  • Sweden
  • Switzerland
  • Turkey
  • United Arab Emirates
  • United Kingdom

The report offers valuable insights on the following aspects:

1. Market Penetration: It presents comprehensive information on the market provided by key players.

2. Market Development: It delves deep into lucrative emerging markets and analyzes the penetration across mature market segments.

3. Market Diversification: It provides detailed information on new product launches, untapped geographic regions, recent developments, and investments.

4. Competitive Assessment & Intelligence: It conducts an exhaustive assessment of market shares, strategies, products, certifications, regulatory approvals, patent landscape, and manufacturing capabilities of the leading players.

5. Product Development & Innovation: It offers intelligent insights on future technologies, R&D activities, and breakthrough product developments.

The report addresses key questions such as:

1. What is the market size and forecast of the Retail Analytics Market?

2. Which products, segments, applications, and areas should one consider investing in over the forecast period in the Retail Analytics Market?

3. What are the technology trends and regulatory frameworks in the Retail Analytics Market?

4. What is the market share of the leading vendors in the Retail Analytics Market?

5. Which modes and strategic moves are suitable for entering the Retail Analytics Market?

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. Growing consumer demand for quick and streamlined retail services
    • 5.1.1.2. Government initiatives to digitize retail infrastructure across the world
    • 5.1.1.3. Increasing eCommerce adoption among retailers
  • 5.1.2. Restraints
    • 5.1.2.1. Complexities of integration of retail analytics technologies and performance issues
  • 5.1.3. Opportunities
    • 5.1.3.1. Ongoing advancements to improve the functionality and efficiency of retail analytics technologies
    • 5.1.3.2. Rising investments to expand smart city and smart store operations
  • 5.1.4. Challenges
    • 5.1.4.1. Data privacy and cybersecurity issues with retail analytics
• 5.2. Market Segmentation Analysis
  • 5.2.1. Component: Rising usage of retail analytics that enables the collection, processing, and analysis of data generated in the retail sector
  • 5.2.2. Deployment Model: High potential for on-cloud deployment due to its flexibility, scalability, and ease of access
• 5.3. Market Disruption Analysis
• 5.4. Porter's Five Forces Analysis
  • 5.4.1. Threat of New Entrants
  • 5.4.2. Threat of Substitutes
  • 5.4.3. Bargaining Power of Customers
  • 5.4.4. Bargaining Power of Suppliers
  • 5.4.5. Industry Rivalry
• 5.5. Value Chain & Critical Path Analysis
• 5.6. Pricing Analysis
• 5.7. Technology Analysis
• 5.8. Patent Analysis
• 5.9. Trade Analysis
• 5.10. Regulatory Framework Analysis

6. Retail Analytics Market, by Component

• 6.1. Introduction
• 6.2. Services
• 6.3. Software

7. Retail Analytics Market, by Business Function

• 7.1. Introduction
• 7.2. Finance
• 7.3. Human Resources
• 7.4. Marketing & Sales
• 7.5. Operations

8. Retail Analytics Market, by Deployment Model

• 8.1. Introduction
• 8.2. On-Cloud
• 8.3. On-Premise

9. Retail Analytics Market, by Retail Store Type

• 9.1. Introduction
• 9.2. Convenience Stores
• 9.3. Department Stores
• 9.4. Supermarkets & Grocery Stores

10. Retail Analytics Market, by Application

• 10.1. Introduction
• 10.2. Customer Management
• 10.3. Inventory Analysis
• 10.4. Merchandising Analysis
• 10.5. Performance Analysis
• 10.6. Pricing Analysis
• 10.7. Promotional Analysis & Planning

11. Retail Analytics Market, by End User

• 11.1. Introduction
• 11.2. Offline
• 11.3. Online

12. Americas Retail Analytics Market

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

13. Asia-Pacific Retail Analytics 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 Retail Analytics 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
  • 15.3.1. Standard AI Elevates Retail with Vision Analytics and Strategic Leadership Transition
  • 15.3.2. RetailNext's Strategic Innovations in In-Store Analytics
  • 15.3.3. Intelligence Node's Partnership with Kroger Marketplace
• 15.4. Strategy Analysis & Recommendation

16. Competitive Portfolio

• 16.1. Key Company Profiles
• 16.2. Key Product Portfolio