---
id: "entity-rufus"
type: "entity"
entityType: "product"
canonicalName: "Rufus"
aliases: ["Amazon Rufus"]
source_timestamps: ["§ What Comes Next: Competing for an AI Customer's Preference"]
tags: ["ai-agent", "proprietary-tech"]
related: ["entity-amazon"]
sources: ["geo"]
sourceVaultSlug: "hbr-seg-geo"
originDay: 3
articleStem: "hbr-tier2-05-market-to-ai-customer"
sourceUrl: "https://hbr.org/2026/06/how-do-you-market-to-an-ai-customer"
sourceTitle: "How Do You Market to an AI Customer?"
---
# Rufus

**Amazon's proprietary AI shopping agent** ([[entity-amazon-d5]]). [[entity-kartik-hosanagar]] notes Amazon's strategy relies on **owning the agent** rather than integrating with external protocols (contrast [[concept-commerce-protocols]]), though Rufus is characterized as having been *"underwhelming"* up to the point of the article's publication. It is the walled-garden counterpart to [[entity-walmart-d3]]'s [[entity-sparky]].

*Enrichment note:* Rufus is Amazon's AI shopping assistant integrated into its app and site to answer product questions and support discovery. It is not (yet) directly tied to ACP/UCP literature.