1 Study Coverage 1.1 Ecommerce Merchandising Solution Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Introduction 1.2 Global Ecommerce Merchandising Solution Outlook 2017 VS 2022 VS 2028 1.2.1 Global Ecommerce Merchandising Solution Market Size for the Year 2017-2028 1.2.2 Global Ecommerce Merchandising Solution Market Size for the Year 2017-2028 1.3 Ecommerce Merchandising Solution Market Size, United States VS Global, 2017 VS 2022 VS 2028 1.3.1 The Market Share of United States Ecommerce Merchandising Solution in Global, 2017 VS 2022 VS 2028 1.3.2 The Growth Rate of Ecommerce Merchandising Solution Market Size, United States VS Global, 2017 VS 2022 VS 2028 1.4 Ecommerce Merchandising Solution Market Dynamics 1.4.1 Ecommerce Merchandising Solution Industry Trends 1.4.2 Ecommerce Merchandising Solution Market Drivers 1.4.3 Ecommerce Merchandising Solution Market Challenges 1.4.4 Ecommerce Merchandising Solution Market Restraints 1.5 Study Objectives 1.6 Years Considered 2 Ecommerce Merchandising Solution by Type 2.1 Ecommerce Merchandising Solution Market Segment by Type 2.1.1 Cloud-Based 2.1.2 On-Premise 2.2 Global Ecommerce Merchandising Solution Market Size by Type (2017, 2022 & 2028) 2.3 Global Ecommerce Merchandising Solution Market Size by Type (2017-2028) 2.4 United States Ecommerce Merchandising Solution Market Size by Type (2017, 2022 & 2028) 2.5 United States Ecommerce Merchandising Solution Market Size by Type (2017-2028) 3 Ecommerce Merchandising Solution by Application 3.1 Ecommerce Merchandising Solution Market Segment by Application 3.1.1 SMEs 3.1.2 Large Enterprises 3.2 Global Ecommerce Merchandising Solution Market Size by Application (2017, 2022 & 2028) 3.3 Global Ecommerce Merchandising Solution Market Size by Application (2017-2028) 3.4 United States Ecommerce Merchandising Solution Market Size by Application (2017, 2022 & 2028) 3.5 United States Ecommerce Merchandising Solution Market Size by Application (2017-2028) 4 Global Ecommerce Merchandising Solution Competitor Landscape by Company 4.1 Global Ecommerce Merchandising Solution Market Size by Company 4.1.1 Top Global Ecommerce Merchandising Solution Companies Ranked by Revenue (2021) 4.1.2 Global Ecommerce Merchandising Solution Revenue by Player (2017-2022) 4.2 Global Ecommerce Merchandising Solution Concentration Ratio (CR) 4.2.1 Ecommerce Merchandising Solution Market Concentration Ratio (CR) (2017-2022) 4.2.2 Global Top 5 and Top 10 Largest Companies of Ecommerce Merchandising Solution in 2021 4.2.3 Global Ecommerce Merchandising Solution Market Share by Company Type (Tier 1, Tier 2, and Tier 3) 4.3 Global Ecommerce Merchandising Solution Headquarters, Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Type 4.3.1 Global Ecommerce Merchandising Solution Headquarters and Area Served 4.3.2 Global Ecommerce Merchandising Solution Companies Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Type 4.3.3 Date of International Companies Enter into Ecommerce Merchandising Solution Market 4.4 Companies Mergers & Acquisitions, Expansion Plans 4.5 United States Ecommerce Merchandising Solution Market Size by Company 4.5.1 Top Ecommerce Merchandising Solution Players in United States, Ranked by Revenue (2021) 4.5.2 United States Ecommerce Merchandising Solution Revenue by Players (2020, 2021 & 2022) 5 Global Ecommerce Merchandising Solution Market Size by Region 5.1 Global Ecommerce Merchandising Solution Market Size by Region: 2017 VS 2022 VS 2028 5.2 Global Ecommerce Merchandising Solution Market Size by Region (2017-2028) 5.2.1 Global Ecommerce Merchandising Solution Market Size by Region: 2017-2022 5.2.2 Global Ecommerce Merchandising Solution Market Size by Region (2023-2028) 6 Segment in Region Level & Country Level 6.1 North America 6.1.1 North America Ecommerce Merchandising Solution Market Size YoY Growth 2017-2028 6.1.2 North America Ecommerce Merchandising Solution Market Facts & Figures by Country (2017, 2022 & 2028) 6.1.3 United States 6.1.4 Canada 6.2 Asia-Pacific 6.2.1 Asia-Pacific Ecommerce Merchandising Solution Market Size YoY Growth 2017-2028 6.2.2 Asia-Pacific Ecommerce Merchandising Solution Market Facts & Figures by Region (2017, 2022 & 2028) 6.2.3 China 6.2.4 Japan 6.2.5 South Korea 6.2.6 India 6.2.7 Australia 6.2.8 China Taiwan 6.2.9 Indonesia 6.2.10 Thailand 6.2.11 Malaysia 6.3 Europe 6.3.1 Europe Ecommerce Merchandising Solution Market Size YoY Growth 2017-2028 6.3.2 Europe Ecommerce Merchandising Solution Market Facts & Figures by Country (2017, 2022 & 2028) 6.3.3 Germany 6.3.4 France 6.3.5 U.K. 6.3.6 Italy 6.3.7 Russia 6.4 Latin America 6.4.1 Latin America Ecommerce Merchandising Solution Market Size YoY Growth 2017-2028 6.4.2 Latin America Ecommerce Merchandising Solution Market Facts & Figures by Country (2017, 2022 & 2028) 6.4.3 Mexico 6.4.4 Brazil 6.4.5 Argentina 6.5 Middle East and Africa 6.5.1 Middle East and Africa Ecommerce Merchandising Solution Market Size YoY Growth 2017-2028 6.5.2 Middle East and Africa Ecommerce Merchandising Solution Market Facts & Figures by Country (2017, 2022 & 2028) 6.5.3 Turkey 6.5.4 Saudi Arabia 6.5.5 UAE 7 Company Profiles 7.1 SearchSpring 7.1.1 SearchSpring Company Details 7.1.2 SearchSpring Business Overview 7.1.3 SearchSpring Ecommerce Merchandising Solution Introduction 7.1.4 SearchSpring Revenue in Ecommerce Merchandising Solution Business (2017-2022) 7.1.5 SearchSpring Recent Development 7.2 SLI Systems 7.2.1 SLI Systems Company Details 7.2.2 SLI Systems Business Overview 7.2.3 SLI Systems Ecommerce Merchandising Solution Introduction 7.2.4 SLI Systems Revenue in Ecommerce Merchandising Solution Business (2017-2022) 7.2.5 SLI Systems Recent Development 7.3 Nosto 7.3.1 Nosto Company Details 7.3.2 Nosto Business Overview 7.3.3 Nosto Ecommerce Merchandising Solution Introduction 7.3.4 Nosto Revenue in Ecommerce Merchandising Solution Business (2017-2022) 7.3.5 Nosto Recent Development 7.4 Apptus 7.4.1 Apptus Company Details 7.4.2 Apptus Business Overview 7.4.3 Apptus Ecommerce Merchandising Solution Introduction 7.4.4 Apptus Revenue in Ecommerce Merchandising Solution Business (2017-2022) 7.4.5 Apptus Recent Development 7.5 Oracle 7.5.1 Oracle Company Details 7.5.2 Oracle Business Overview 7.5.3 Oracle Ecommerce Merchandising Solution Introduction 7.5.4 Oracle Revenue in Ecommerce Merchandising Solution Business (2017-2022) 7.5.5 Oracle Recent Development 7.6 SAP 7.6.1 SAP Company Details 7.6.2 SAP Business Overview 7.6.3 SAP Ecommerce Merchandising Solution Introduction 7.6.4 SAP Revenue in Ecommerce Merchandising Solution Business (2017-2022) 7.6.5 SAP Recent Development 7.7 Bluecore 7.7.1 Bluecore Company Details 7.7.2 Bluecore Business Overview 7.7.3 Bluecore Ecommerce Merchandising Solution Introduction 7.7.4 Bluecore Revenue in Ecommerce Merchandising Solution Business (2017-2022) 7.7.5 Bluecore Recent Development 7.8 Prediggo 7.8.1 Prediggo Company Details 7.8.2 Prediggo Business Overview 7.8.3 Prediggo Ecommerce Merchandising Solution Introduction 7.8.4 Prediggo Revenue in Ecommerce Merchandising Solution Business (2017-2022) 7.8.5 Prediggo Recent Development 7.9 Clerk.io 7.9.1 Clerk.io Company Details 7.9.2 Clerk.io Business Overview 7.9.3 Clerk.io Ecommerce Merchandising Solution Introduction 7.9.4 Clerk.io Revenue in Ecommerce Merchandising Solution Business (2017-2022) 7.9.5 Clerk.io Recent Development 7.10 Klevu 7.10.1 Klevu Company Details 7.10.2 Klevu Business Overview 7.10.3 Klevu Ecommerce Merchandising Solution Introduction 7.10.4 Klevu Revenue in Ecommerce Merchandising Solution Business (2017-2022) 7.10.5 Klevu Recent Development 7.11 Lucidworks 7.11.1 Lucidworks Company Details 7.11.2 Lucidworks Business Overview 7.11.3 Lucidworks Ecommerce Merchandising Solution Introduction 7.11.4 Lucidworks Revenue in Ecommerce Merchandising Solution Business (2017-2022) 7.11.5 Lucidworks Recent Development 7.12 ChapsVision (Octipas) 7.12.1 ChapsVision (Octipas) Company Details 7.12.2 ChapsVision (Octipas) Business Overview 7.12.3 ChapsVision (Octipas) Ecommerce Merchandising Solution Introduction 7.12.4 ChapsVision (Octipas) Revenue in Ecommerce Merchandising Solution Business (2017-2022) 7.12.5 ChapsVision (Octipas) Recent Development 7.13 Paraspar 7.13.1 Paraspar Company Details 7.13.2 Paraspar Business Overview 7.13.3 Paraspar Ecommerce Merchandising Solution Introduction 7.13.4 Paraspar Revenue in Ecommerce Merchandising Solution Business (2017-2022) 7.13.5 Paraspar Recent Development 7.14 Algolia 7.14.1 Algolia Company Details 7.14.2 Algolia Business Overview 7.14.3 Algolia Ecommerce Merchandising Solution Introduction 7.14.4 Algolia Revenue in Ecommerce Merchandising Solution Business (2017-2022) 7.14.5 Algolia Recent Development 7.15 Reflektion 7.15.1 Reflektion Company Details 7.15.2 Reflektion Business Overview 7.15.3 Reflektion Ecommerce Merchandising Solution Introduction 7.15.4 Reflektion Revenue in Ecommerce Merchandising Solution Business (2017-2022) 7.15.5 Reflektion Recent Development 8 Research Findings and Conclusion 9 Appendix 9.1 Research Methodology 9.1.1 Methodology/Research Approach 9.1.2 Data Source 9.2 Author Details 9.3 Disclaimer

List of Tables Table 1. Ecommerce Merchandising Solution Market Size United States VS Global, CAGR (2017 VS 2022 VS 2028) Table 2. Ecommerce Merchandising Solution Market Trends Table 3. Ecommerce Merchandising Solution Market Drivers Table 4. Ecommerce Merchandising Solution Market Challenges Table 5. Ecommerce Merchandising Solution Market Restraints Table 6. Global Ecommerce Merchandising Solution Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million) Table 7. United States Ecommerce Merchandising Solution Market Size by Type: 2017 VS 2022 VS 2028 (US$ Million) Table 8. Global Ecommerce Merchandising Solution Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million) Table 9. United States Ecommerce Merchandising Solution Market Size by Application: 2017 VS 2022 VS 2028 (US$ Million) Table 10. Top Ecommerce Merchandising Solution Companies in Global Market, Ranking by Revenue (2021) Table 11. Global Ecommerce Merchandising Solution Revenue by Player, (US$ Million), 2017-2022 Table 12. Global Ecommerce Merchandising Solution Revenue Share by Player, 2017-2022 Table 13. Global Ecommerce Merchandising Solution Companies Market Concentration Ratio (CR5 and HHI) Table 14. Global Ecommerce Merchandising Solution by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Ecommerce Merchandising Solution as of 2021) Table 15. Top Players of Ecommerce Merchandising Solution in Global Market, Headquarters and Area Served Table 16. Companies Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Type Table 17. Date of International Companies Enter into Ecommerce Merchandising Solution Market Table 18. Companies Mergers & Acquisitions, Expansion Plans Table 19. Top Ecommerce Merchandising Solution Players in United States Market, Ranking by Revenue (2021) Table 20. United States Ecommerce Merchandising Solution Revenue by Players, (US$ Million), 2020, 2021 & 2022 Table 21. United States Ecommerce Merchandising Solution Revenue Share by Players, 2020, 2021 & 2022 Table 22. Global Ecommerce Merchandising Solution Market Size by Region (US$ Million): 2017 VS 2022 VS 2028 Table 23. Global Ecommerce Merchandising Solution Market Size by Region (2017-2022) & (US$ Million) Table 24. Global Ecommerce Merchandising Solution Market Size Forecast by Region (2023-2028) & (US$ Million) Table 25. North America Ecommerce Merchandising Solution Sales in Value by Country (2017-2028) & (US$ Million) Table 26. Asia Pacific Ecommerce Merchandising Solution Sales in Value by Region (2017-2028) & (US$ Million) Table 27. Europe Ecommerce Merchandising Solution Sales in Value by Country (2017-2028) & (US$ Million) Table 28. Latin Americaa Ecommerce Merchandising Solution Sales in Value by Country (2017-2028) & (US$ Million) Table 29. Middle East and Africa Ecommerce Merchandising Solution Sales in Value by Country (2017-2028) & (US$ Million) Table 30. SearchSpring Company Details Table 31. SearchSpring Business Overview Table 32. SearchSpring Ecommerce Merchandising Solution Product Table 33. SearchSpring Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Table 34. SearchSpring Recent Development Table 35. SLI Systems Company Details Table 36. SLI Systems Business Overview Table 37. SLI Systems Ecommerce Merchandising Solution Product Table 38. SLI Systems Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Table 39. SLI Systems Recent Development Table 40. Nosto Company Details Table 41. Nosto Business Overview Table 42. Nosto Ecommerce Merchandising Solution Product Table 43. Nosto Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Table 44. Nosto Recent Development Table 45. Apptus Company Details Table 46. Apptus Business Overview Table 47. Apptus Ecommerce Merchandising Solution Product Table 48. Apptus Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Table 49. Apptus Recent Development Table 50. Oracle Company Details Table 51. Oracle Business Overview Table 52. Oracle Ecommerce Merchandising Solution Product Table 53. Oracle Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Table 54. Oracle Recent Development Table 55. SAP Company Details Table 56. SAP Business Overview Table 57. SAP Ecommerce Merchandising Solution Product Table 58. SAP Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Table 59. SAP Recent Development Table 60. Bluecore Company Details Table 61. Bluecore Business Overview Table 62. Bluecore Ecommerce Merchandising Solution Product Table 63. Bluecore Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Table 64. Bluecore Recent Development Table 65. Prediggo Company Details Table 66. Prediggo Business Overview Table 67. Prediggo Ecommerce Merchandising Solution Product Table 68. Prediggo Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Table 69. Prediggo Recent Development Table 70. Clerk.io Company Details Table 71. Clerk.io Business Overview Table 72. Clerk.io Ecommerce Merchandising Solution Product Table 73. Clerk.io Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Table 74. Clerk.io Recent Development Table 75. Klevu Company Details Table 76. Klevu Business Overview Table 77. Klevu Ecommerce Merchandising Solution Product Table 78. Klevu Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Table 79. Klevu Recent Development Table 80. Lucidworks Company Details Table 81. Lucidworks Business Overview Table 82. Lucidworks Ecommerce Merchandising Solution Product Table 83. Lucidworks Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Table 84. Lucidworks Recent Development Table 85. ChapsVision (Octipas) Company Details Table 86. ChapsVision (Octipas) Business Overview Table 87. ChapsVision (Octipas) Ecommerce Merchandising Solution Product Table 88. ChapsVision (Octipas) Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Table 89. ChapsVision (Octipas) Recent Development Table 90. Paraspar Company Details Table 91. Paraspar Business Overview Table 92. Paraspar Ecommerce Merchandising Solution Product Table 93. Paraspar Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Table 94. Paraspar Recent Development Table 95. Algolia Company Details Table 96. Algolia Business Overview Table 97. Algolia Ecommerce Merchandising Solution Product Table 98. Algolia Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Table 99. Algolia Recent Development Table 100. Reflektion Company Details Table 101. Reflektion Business Overview Table 102. Reflektion Ecommerce Merchandising Solution Product Table 103. Reflektion Revenue in Ecommerce Merchandising Solution Business (2017-2022) & (US$ Million) Table 104. Reflektion Recent Development Table 105. Research Programs/Design for This Report Table 106. Key Data Information from Secondary Sources Table 107. Key Data Information from Primary Sources List of Figures Figure 1. Ecommerce Merchandising Solution Product Picture Figure 2. Global Ecommerce Merchandising Solution Market Size, (US$ Million), 2017 VS 2022 VS 2028 Figure 3. Global Ecommerce Merchandising Solution Market Size 2017-2028 (US$ Million) Figure 4. United States Ecommerce Merchandising Solution Market Size, (US$ Million), 2017 VS 2022 VS 2028 Figure 5. United States Ecommerce Merchandising Solution Market Size 2017-2028 (US$ Million) Figure 6. United States Ecommerce Merchandising Solution Market Share in Global 2017-2028 Figure 7. Ecommerce Merchandising Solution Report Years Considered Figure 8. Product Picture of Cloud-Based Figure 9. Product Picture of On-Premise Figure 10. Global Ecommerce Merchandising Solution Market Share by Type in 2022 & 2028 Figure 11. Global Ecommerce Merchandising Solution Market Size by Type (2017-2028) & (US$ Million) Figure 12. Global Ecommerce Merchandising Solution Market Share by Type (2017-2028) Figure 13. United States Ecommerce Merchandising Solution Market Share by Type in 2022 & 2028 Figure 14. United States Ecommerce Merchandising Solution Market Size by Type (2017-2028) & (US$ Million) Figure 15. United States Ecommerce Merchandising Solution Market Share by Type (2017-2028) Figure 16. Product Picture of SMEs Figure 17. Product Picture of Large Enterprises Figure 18. Global Ecommerce Merchandising Solution Market Share by Application in 2022 & 2028 Figure 19. Global Ecommerce Merchandising Solution Market Size by Application (2017-2028) & (US$ Million) Figure 20. Global Ecommerce Merchandising Solution Market Share by Application (2017-2028) Figure 21. United States Ecommerce Merchandising Solution Market Share by Application in 2022 & 2028 Figure 22. United States Ecommerce Merchandising Solution Market Size by Application (2017-2028) & (US$ Million) Figure 23. United States Ecommerce Merchandising Solution Market Share by Application (2017-2028) Figure 24. North America Ecommerce Merchandising Solution Market Size Growth Rate 2017-2028 (US$ Million) Figure 25. United States Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 26. Canada Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 27. Europe Ecommerce Merchandising Solution Market Size Growth Rate 2017-2028 (US$ Million) Figure 28. Germany Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 29. France Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 30. U.K. Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 31. Italy Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 32. Russia Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 33. Asia-Pacific Ecommerce Merchandising Solution Market Size Growth Rate 2017-2028 (US$ Million) Figure 34. China Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 35. Japan Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 36. South Korea Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 37. India Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 38. Australia Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 39. China Taiwan Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 40. Indonesia Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 41. Thailand Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 42. Malaysia Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 43. Latin America Ecommerce Merchandising Solution Market Size Growth Rate 2017-2028 (US$ Million) Figure 44. Mexico Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 45. Brazil Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 46. Argentina Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 47. Middle East & Africa Ecommerce Merchandising Solution Market Size Growth Rate 2017-2028 (US$ Million) Figure 48. Turkey Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 49. Saudi Arabia Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 50. UAE Ecommerce Merchandising Solution Market Size Growth Rate (2017-2028) & (US$ Million) Figure 51. SearchSpring Revenue Growth Rate in Ecommerce Merchandising Solution Business (2017-2022) Figure 52. SLI Systems Revenue Growth Rate in Ecommerce Merchandising Solution Business (2017-2022) Figure 53. Nosto Revenue Growth Rate in Ecommerce Merchandising Solution Business (2017-2022) Figure 54. Apptus Revenue Growth Rate in Ecommerce Merchandising Solution Business (2017-2022) Figure 55. Oracle Revenue Growth Rate in Ecommerce Merchandising Solution Business (2017-2022) Figure 56. SAP Revenue Growth Rate in Ecommerce Merchandising Solution Business (2017-2022) Figure 57. Bluecore Revenue Growth Rate in Ecommerce Merchandising Solution Business (2017-2022) Figure 58. Prediggo Revenue Growth Rate in Ecommerce Merchandising Solution Business (2017-2022) Figure 59. Clerk.io Revenue Growth Rate in Ecommerce Merchandising Solution Business (2017-2022) Figure 60. Klevu Revenue Growth Rate in Ecommerce Merchandising Solution Business (2017-2022) Figure 61. Lucidworks Revenue Growth Rate in Ecommerce Merchandising Solution Business (2017-2022) Figure 62. ChapsVision (Octipas) Revenue Growth Rate in Ecommerce Merchandising Solution Business (2017-2022) Figure 63. Paraspar Revenue Growth Rate in Ecommerce Merchandising Solution Business (2017-2022) Figure 64. Algolia Revenue Growth Rate in Ecommerce Merchandising Solution Business (2017-2022) Figure 65. Reflektion Revenue Growth Rate in Ecommerce Merchandising Solution Business (2017-2022) Figure 66. Bottom-up and Top-down Approaches for This Report Figure 67. Data Triangulation Figure 68. Key Executives Interviewed

SearchSpring SLI Systems Nosto Apptus Oracle SAP Bluecore Prediggo Clerk.io Klevu Lucidworks ChapsVision (Octipas) Paraspar Algolia Reflektion