Marketers have spent years asking whether consumers are ready to buy from AI. New research from Invoca suggests that question has largely been answered. The bigger issue is whether brands are ready to support the customer expectations AI has created.
According to Invoca’s “B2C Buyers Experience Report,” consumers are increasingly comfortable using genAI and agents throughout the purchase journey. At the same time, they have become less tolerant of slow processes, disconnected customer experiences, and poorly designed automation.
The result is a growing gap between what consumers expect and what many organizations can deliver.
The times when AI is better
For years, chatbots were often viewed as obstacles standing between customers and the information they wanted. Now there are even circumstances where AI is preferred.
They like it most when they want a fast answer. Nearly three-quarters said they would rather interact with an AI agent than a human if the AI can answer questions or solve problems more quickly. But don’t try to pass off AI as a human. Over 80% of consumers say that it matters that a brand’s AI clearly identifies itself. They expect disclosure, so for brands, this is a low-cost, high-trust tactic to deploy now.
That finding highlights how much buyer expectations have shifted. Consumers are no longer evaluating AI as a novelty. They are evaluating it as a practical tool that can save time and simplify decision-making.
For marketers, that means AI is becoming another customer touchpoint rather than a separate technology initiative.
However, doubts remain. A year ago, 60% of US consumers said they felt forced to interact with a brand’s AI most or all of the time. That figure has dropped only slightly this year. Consumers are fickle, and while they are more accepting of AI assistance overall, over 40% still feel that brands that use AI to assist them value them less. This hasn’t changed much since last year.
When AI fails, consumers blame the brand
The research has a warning for companies rushing to automate customer interactions. Consumers don’t see any difference between the AI agent and the company that deploys it. The AI experience is the brand experience.
If AI provides inaccurate information, gets stuck in a loop, or fails to resolve a problem, consumers overwhelmingly hold the brand responsible. Invoca found that buyers blame companies nearly three times more often than the technology itself when AI interactions go wrong.
That raises the stakes for marketing, customer experience, and operations teams.
AI deployments require more than launching a chatbot and connecting it to a knowledge base. Success depends on data quality, testing, governance, prompt design, and ongoing monitoring. What may look like a technical issue internally can quickly become a brand perception issue externally.
AI is raising the bar for response times
One of the more significant findings in the report involves what happens after an AI interaction.
As consumers become accustomed to getting answers in seconds from AI systems, their expectations for every other channel are rising as well. When a prospect completes a form, they want a response now. If follow-up takes hours or days, marketers risk losing the opportunity entirely.
The expectation of immediate engagement is spreading beyond AI itself. Buyers increasingly judge brands by how quickly they respond across every touchpoint.
For organizations focused on demand generation, that means response speed may be becoming just as important as lead volume.
The future is hybrid
Perhaps the most interesting finding is that consumers appear willing to forgive AI limitations under the right conditions.
Most buyers understand that AI cannot solve every problem. What matters is what happens next. Invoca found that 77% of consumers are more willing to use a company’s AI tools if they know they can easily transition to a human representative when needed.
In other words, consumers are not demanding fully autonomous experiences. They are asking for seamless ones.
The frustration starts when customers have to repeat information, restart conversations, or wait through multiple handoffs. They want AI to handle discovery, routing, and routine questions, while human experts step in when situations become more complex.
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That means the most effective customer experiences may not be fully automated or fully human. They will combine the speed and efficiency of AI with the judgment, empathy, and expertise that people still provide best.
For marketers, the lesson is straightforward. AI can accelerate customer acquisition and improve efficiency, but automation alone is not enough. The brands that win will be the ones that connect AI, operations, and human support into a single experience that feels fast, helpful, and seamless from start to finish.
The full report can be found here. (No registration required)
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