- Customer service
- Merchant assistance
- Marketing
- Employee training
- Inventory management


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Top 5 Agent Use Cases in Retail
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Top Factors That Increase Shoppers’ Trust in AI Agents
- Data privacy and security protections
- Ability to easily turn it off/on
- Require approval before any purchase
- Transparency over how data is used
- Available human customer service backup
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Shoppers’ Top Agent Use Cases
- Answer questions for faster customer service
- Optimize loyalty points
- Complete returns and exchanges
- Secure high-demand products before they sell out
- Buy items when they reach a target price
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Top Retail Industry Opportunities
- Leverage AI
- Implement unified commerce
- Increase e-commerce sales
- Improve customer service
- Increase store associate productivity
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54% of consumers trust AI agents in financial services.
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65% of consumers now expect AI to speed up financial transactions — up from 46% in 2023.
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Top SMB AI use cases
- Marketing campaign optimization
- Content generation
- Automated recommendations for customers
- Natural language search tools
- Automated service chatbots
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45% of consumers are more likely to use an AI agent if there’s a clear escalation path.
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30% of consumers would work with an AI agent instead of a person for faster service
- Among Gen Z and millennials: 37%
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US consumers’ top customer service frustrations:
- Lack of self-service options
- Too many transfers across people and departments
- Lack of knowledge about product/service
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U.S. consumers estimate they are transferred at least once during 87% of their customer service interactions
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67% of US consumers are frustrated when customer service can’t resolve their issues instantly.
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