Brands Prioritize Data Readiness For AI Shopping Assistants

Consumer adoption of AI shopping assistants accelerated during the holiday season, with Salesforce reporting one in five purchases influenced by AI tools and about $262 billion in revenue. Experts and vendors advise customer-experience leaders to prioritize unified customer and product data, security against prompt-injection, content hygiene, and scoped pilots rather than full rollouts to protect trust and drive measurable sales.
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High practitioner relevance and credible Salesforce data, limited by industry-specific scope and moderate novelty.
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