37% of Consumers Have Already Moved On – Is Your Attribution Strategy Ready?

Attribution is getting more complex as AI reshapes the customer journey, here's how to keep up

Marketing & Sales TechnologyInterview

Published: July 3, 2026

Francesca Roche

Francesca Roche

Francesca Roche sits down with Ryan Johnson, Chief Product Officer at CallRail, to explore what the rise of AI-powered advertizing really means for marketers trying to prove ROI on emerging channels.

A new attribution solution from CallRail now gives SMBs and agencies the ability to measure performance from ChatGPT ads, and Johnson explains why the timing matters more than most marketers realize.

The conversation starts with a stat that sets the scene: 37% of consumers are now beginning their searches with AI tools rather than traditional search engines.

Johnson sees this as a natural evolution of consumer behavior, not a disruption, pointing to the early days of Google as a reference point.

“We haven’t seen this at this level in a long time. It’s really put more power in the consumer’s pocketbook.”

One of the most compelling points Johnson makes is around lead quality, and what early data is already revealing about the intent of buyers who arrive via ChatGPT ads.

“They’re way more educated and they’re further along in the buying process,” he says.

Attribution itself is getting more complex too, with Johnson describing a world where a single customer journey might start inside an LLM, move to Google, and end in a phone call, making conversation intelligence a critical piece of the puzzle.

He draws a sharp parallel to the early days of social media advertising, recalling conversations with some of the world’s biggest brands who underestimated how central Facebook and Instagram would become to their marketing spend.

His advice to CX and marketing leaders right now is direct: “Not be afraid to test. Everybody’s going to be on a level playing field.”

Johnson also flags the next twelve months as a period to watch closely, with Google, Meta, and Anthropic all likely to respond to the momentum building around ChatGPT ads in ways that could reshape the channel entirely.

Watch the full interview to hear Johnson’s take on how attribution will need to evolve, and what businesses should be building right now to stay ahead.

Artificial IntelligenceCross-Channel AttributionData EnrichmentJourney OrchestrationLarge Language Models (LLMs)Marketing Automation
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