Conviva Research: Product Analytics Can't See What 67% of Consumers Do Before They Buy

2026 State of Digital Experience Report shows the modern purchase journey is largely invisible to the analytics tools built to measure it, and warns the problem compounds when AI agents act on the same data.

Conviva, the intelligence layer across consumer agents, websites, and apps, today released its 2026 State of Digital Experience Report. It finds that the traditional purchase funnel — the foundational model behind most product analytics tools — accurately describes the journey of fewer than one in three digital consumers. Drawing from extensive cross-vertical data spanning e-commerce and travel booking, the report details that 67% of consumers follow non-linear paths to purchase, highlighting a significant shift in modern buying behavior.

The report leverages stateful pattern analytics, Conviva's methodology for mapping how consumers actually behave online. The data reveals that the behaviors conventional analytics tools label as abandonment, low engagement, or drop-off are actually the defining patterns of buyers.

The Agent Problem Hidden in Plain Sight

The findings carry an urgent implication for every company racing to introduce AI agents into the customer experience: agents can only act on the intelligence they are given. If a brand's analytics platform today cannot see 67% of what its customers actually do — their loops, their cross-session research, their behavioral signals before and after a purchase decision — then the AI agents deployed in their name will operate with the same blind spot. The question is no longer whether a company can improve its funnel reporting. It is whether the intelligence layer underpinning its agent strategy is built on a model that reflects how people actually shop.

"The funnel was always a simplification — the data now shows it has become a liability," said Keith Zubchevich, president and CEO of Conviva. "If your analytics can't see what the majority of your customers are doing right now, your AI agents won't be able to either."

Key Findings

The report documents behaviors that are invisible to traditional funnel-based analytics — and that predict conversion with striking precision:

Search loops signal purchase intent, not indecision. Nearly half of all converting sessions contain at least one return-to-search loop. Conversion rates scale directly with loop depth: consumers who run three or more loops convert at 25 times the site average. In a traditional funnel, every backward navigation is recorded as a drop-off.

Cart "abandonment" is often high-intent comparison behavior. Shoppers who visit their cart five or more times — the cohort that traditional product analytics classifies as highest-abandonment — convert at 54 times the site average.

Depth signals readiness, not confusion. Consumers who engage deeply with product specifications convert at 3.5 times the session baseline. These users register as "low engagement" in session-bounce metrics. In outcome terms, they are the most engaged buyers in the data.

About the Research

The 2026 State of Digital Experience Report aggregates findings from major e-commerce and travel booking websites. All session data was collected via full-census, client-side telemetry — no sampling was applied. The full report is available at conviva.ai.

About Conviva

Conviva is the digital intelligence platform for apps, websites, and AI agents — connecting real consumer interactions to real business outcomes. Unlike traditional analytics tools that track events and funnels, Conviva maps the full sequence of consumer behavior over time, surfacing the patterns that predict revenue, retention, and risk. With full-census, client-side telemetry and Stateful Pattern Analytics, Conviva sees what session-based and funnel-based tools cannot. Learn more at conviva.ai and follow the company on LinkedIn.

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