AI-dominated discovery has become a fixation in brands’ forward-looking commerce strategies over the past two years and, as retailers look ahead to increasing levels of agent-led purchasing, the move towards zero-click commerce is only accelerating.
But, as AI moves from inspiration to execution, new battlegrounds for brand consideration and conversions are emerging, says Piotr Zaleski, Founder & CPTO at Ingrid.

The focus is no longer just on which products get discovered, served and recommended, but on the mechanics that ultimately determine whether a purchase happens at all, with delivery fast becoming a decisive factor.
From discovery to decision
As zero-click commerce behaviours move into the mainstream, with consumers increasingly viewing AI agent-led purchasing as the norm, expectations are shifting beyond product discovery to encompass the full buying journey.
While payments are often positioned as the next step in enabling true end-to-end AI transactions, fulfilment cannot be overlooked. No longer the final stage in AI purchase journeys, delivery is fast becoming one of the very first filters applied by shoppers.
Our latest research shows that, for 61% of shoppers, delivery options now “make or break” buying decisions in AI-led journeys. A similar number (62%) of customers also say delivery details, such as speed, cost and location, are primary search criteria when interacting with AI interfaces, alongside product details. This means delivery is no longer a downstream decision – it is shaping which products are even considered in the first place.
When fulfilment outweighs product recommendation
Consumers are also showing that product appeal can be outweighed by fulfilment clarity, with over half opting to choose a different product if AI platforms serve unclear delivery information, regardless of how strong the recommendation is. This demand indexes even higher among younger shoppers, rising to six in ten (61%) of Millennials.
At the same time, over half would abandon their purchase altogether if delivery options are not clearly presented by AI agents, demonstrating the impact of AI-served fulfilment options not just in creating conversions, but in longer term loyalty.
Additionally, it also opens up ROI headaches for retailers. Many could be investing heavily in AI-driven product search, discovery and merchandising, only for it all to fall down if fulfilment is not visible, flexible and trustworthy, meaning conversion decisions break before they’ve even begun.
AI and the rise of dynamic delivery demands
Shoppers’ expectations of delivery are also evolving in line with the AI experiences shaping their paths to purchase.
While once static delivery promises – fixed fees, pre-defined fulfilment speeds and locations – were accepted by customers, the same mechanics now feel at odds with the fast, dynamic, real-time interfaces AI is opening up across online shopping experiences.
Consumers now expect fulfilment to behave in the same way as the AI systems guiding their purchase, demanding responsive, contextual and personalised options.
Three quarters of the shoppers we polled, for example, now want delivery pricing to flex based on real-time conditions, while many also expect charges to reflect their individual relationship with a retailer, whether through basket size, frequency of purchase or loyalty.
This signals the emergence of adaptive fulfilment, where delivery is no longer a fixed output but a live, data-driven component of the buying experience.
Convenience, too, is being redefined – and this means that speed, once a competitive differentiator in delivery, is no longer enough on its own. Consumers want optionality, with the ability to choose what works for their schedule, location and preferences at that moment.
The risk of becoming invisible
Aside from these quickly shifting consumer expectations, the move towards zero-click commerce also signals a broader strategic risk for retailers – and that is one of visibility.
As AI agents take more active roles in purchasing, they become the gatekeepers between brands and consumers – retailers effectively risk relinquishing control of their own audiences if they don;t adapt to this new purchasing paradigm. If delivery propositions are not clearly differentiated and surfaced within AI environments, retailers risk becoming interchangeable suppliers inside systems they do not control.
Brand, experience and even loyalty can be diluted if fulfilment is not part of the value being communicated and, in zero-click commerce journeys, if your delivery remains undifferentiated, you may not make it into the consideration set at all.
As AI standardises other parts of the shopping experience, retailers must rethink delivery as a core part of the proposition, embedding it early in AI-driven journeys, making it dynamic, and tailoring it to individual customers in real-time. While AI is changing how decisions are made, dynamic delivery offerings have the power to determine which purchase decisions stick.
The post The Next Purchasing Paradigm: New Deciders in Zero-Click Commerce Journeys appeared first on 365 Retail – Retail News and Events.

