INTERNATIONAL JOURNAL OF BUSINESS AND ADMINISTRATION RESEARCH REVIEW (IJBARR) (www.ijbarr.com) Bangalore-560083, INDIA. Print ISSN: 2348-0653 Online ISSN: 2347-856X CERTIFICATE OF PUBLICATION This is to Certify that Mr./Mrs./Ms./Dr. Ashika T N, Dr. R. Guna Sundari has published research paper in " International Journal of Business and Administration Research Review (IJBARR) peer reviewed and refereed journal, Volume- 12, Issue- 3, August 2025, pp. 61-68." Paper Title:- " BEYOND AUTOMATION: ROLE AND RELEVANCE OF ARTIFICIAL INTELLIGENCE (AI) IN VISUAL SEARCH AND CONSUMER EXPERIENCE ENHANCEMENT TOWARDS TEXTILE SHOWROOMS IN COIMBATORE CITY, TAMILNADU. " Chief Editor Managing Editor