SANTA BARBARA, CA — June 10, 2026 — Invoca, the AI-powered leader in revenue execution, today released The B2C Buyer Experience Report 2026, its annual study of how US consumers experience AI and human assistance during high-stakes purchase decisions. The findings reveal a critical revenue gap: most brands are losing customers before AI ever enters the conversation.
The speed gap is a revenue gap
The widest gap in the 2026 data is between what consumers expect of a brand's response time and what they actually get:
- 56% expect a business to respond within one hour after they submit a form
- Only 36% actually receive a response in that window
- 79% will switch to a competitor that responds faster
- 27% move on to a competitor rather than wait when the response is too slow
A slow response hands revenue directly to a faster competitor.
Consumers also expect a rapid response when they call businesses, and 75% of the survey respondents said they have hung up after being put on hold for too long. That’s a 26-point increase since last year, indicating consumers are becoming significantly less patient.
Invoca's analysis of more than 60 million phone conversations shows 37% of phone leads convert during the call, with top-performing industries reaching 46%. These calls aren’t from tire-kickers. They’re leads that are ready to convert.
“AI agents have graduated from experiments to a fundamental business requirement for brands,” said Peter Isaacson, CMO at Invoca. “Consumers expect speed at every turn, and AI can provide it at the most crucial moments when leads drop off and head to the competition. Without fast, smart AI engagement capabilities, you’re relegating yourself to second place.”
When AI engages, brands own the outcome
AI is now embedded in the buying journey for nearly every US consumer. When it performs well, brands earn trust. When it falls short, they earn the blame and the revenue consequences that follow. Consumers do not distinguish between the technology and the brand that chose to put it in front of them.
- 38% of consumers blame the brand alone when an AI interaction goes badly
- Only 14% blame the AI vendor
- Two-thirds hold the brand at least partially accountable, by a margin of nearly 3 to 1
AI is improving, and consumer expectations are rising with it
Consumer sentiment toward brand AI has improved significantly year over year, and the data shows why. AI has gotten faster, more polished, and more useful, to the point that most consumers no longer notice when they're talking to it.
- 46% say AI made their experience better, up from 42% in 2025
- 18% say AI made their experience worse, down from 29%
- 63% of US consumers can no longer reliably tell when they're talking to AI versus a human
For the brands that have invested in AI quality, it has become functionally invisible, which for an embedded technology is often the goal.
The quality standard consumers expect
Consumers have been clear about how they want AI to show up in the buying journey. They want transparency, a human available when it counts, and AI that knows its lane.
- 83% say it matters that a brand's AI clearly identifies itself
- 59% prefer a human representative when both options are equally available
- 83% say human connection is important during a high-stakes purchase
The data shows that it’s critical to properly balance fast AI automation and empathetic human connections, and one does not replace the other. AI must be deployed well enough that consumers hardly notice it, human help must be available whenever they need it, and every touchpoint has to be connected from clicks to AI chats to calls and conversions to make the journey seamless.