During a 2021 survey carried out worldwide among representatives of businesses from the C-suite, marketing, merchandising, CX, product, and IT, ** percent of respondents stated that personalization technology was not integrated within the tech stacks of their organizations. Among the remaining ** percent, ** percent stated that it was deeply integrated.
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Dynamic Yield. (November 23, 2021). Level of integration of personalization technology within tech stacks among businesses worldwide as of November 2021 [Graph]. In ÀÖ²¥´«Ã½app×îа汾. Retrieved August 18, 2026, from /statistics/1333133/integration-personalization-technology-stacks/
Dynamic Yield. "Level of integration of personalization technology within tech stacks among businesses worldwide as of November 2021." Chart. November 23, 2021. ÀÖ²¥´«Ã½app×îа汾. Accessed August 18, 2026. /statistics/1333133/integration-personalization-technology-stacks/
Dynamic Yield. (2021). Level of integration of personalization technology within tech stacks among businesses worldwide as of November 2021. ÀÖ²¥´«Ã½app×îа汾. ÀÖ²¥´«Ã½app×îа汾 Inc.. Accessed: August 18, 2026. /statistics/1333133/integration-personalization-technology-stacks/
Dynamic Yield. "Level of Integration of Personalization Technology within Tech Stacks among Businesses Worldwide as of November 2021." ÀÖ²¥´«Ã½app×îа汾, ÀÖ²¥´«Ã½app×îа汾 Inc., 23 Nov 2021, /statistics/1333133/integration-personalization-technology-stacks/
Dynamic Yield, Level of integration of personalization technology within tech stacks among businesses worldwide as of November 2021 ÀÖ²¥´«Ã½app×îа汾, /statistics/1333133/integration-personalization-technology-stacks/ (last visited August 18, 2026)
Level of integration of personalization technology within tech stacks among businesses worldwide as of November 2021 [Graph], Dynamic Yield, November 23, 2021. [Online]. Available: /statistics/1333133/integration-personalization-technology-stacks/
