When Things Go Wrong With A Commerce Task, Many Consumers Will Blame The Answer Engine

2026-03-19 · Source: Featured Blogs - Forrester · Field: Business & Management — E-commerce & Digital Commerce, Corporate Strategy & Leadership, Marketing, Branding & Advertising · Depth: Fundamental Awareness, quick

Summary

A Forrester survey from March 2026 reveals that 43% of consumers in the US, UK, and Canada who use an "answer engine" for commerce-related tasks would hold the answer engine responsible for any issues encountered. This finding emerges as agentic commerce rapidly evolves, exemplified by OpenAI's decision to discontinue its Instant Checkout feature and instead partner with Amazon. The analysis suggests that native checkout experiences within answer engines are currently insufficient, lacking critical operational and experiential components such as inventory availability, delivery promising, loyalty benefits, post-purchase tracking, support, and order history review. Consumers perceive answer engines as accountable for the commerce experiences they facilitate, indicating a gap between current agentic commerce capabilities and fundamental digital commerce expectations.

Key takeaway

For Product Managers overseeing agentic commerce initiatives, your priority should be to address the significant consumer expectation for accountability. Recognize that native checkout solutions often lack critical features like inventory, delivery, and post-purchase support. You should prioritize partnerships with established commerce platforms to offload these complex functions, thereby mitigating risk and enhancing consumer trust in your answer engine's commerce capabilities.

Key insights

Consumers hold answer engines responsible for commerce issues, highlighting gaps in native checkout experiences.

Principles

• Consumer perception dictates responsibility.
• Agentic commerce needs full digital commerce fundamentals.

In practice

• Outsource complex commerce functions.
• Integrate with established commerce platforms.

Topics

• Answer Engines
• Agentic Commerce
• Consumer Perception
• Digital Commerce
• Checkout Experiences

Best for: Product Manager, VP of Engineering/Data, Director of AI/ML, AI Product Manager, CTO, Executive

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Editorial summary, takeaway, and curation by AIssential. Original article published by Featured Blogs - Forrester.