A growing number of consumers are reporting significant frustration with the automated feedback systems employed by online retailers. Often referred to as the 'iRate' phenomenon, this practice involves companies sending a series of follow-up emails immediately after a purchase, asking customers to rate their experience and product quality.

Critics of these systems argue that the requests are often sent before the customer has had sufficient time to use or evaluate the item. The persistence of these automated reminders—which can arrive multiple times if the initial request is ignored—is described by some as a form of digital harassment that detracts from the overall shopping experience. While businesses typically use these review requests to gather data, improve search rankings, and build social proof, the volume of communication is leading to consumer fatigue.

There is a notable divide in how this practice is viewed. Retailers maintain that customer feedback is essential for maintaining quality control and transparency in an online marketplace. Conversely, consumers are increasingly viewing these prompts as an unwanted intrusion into their digital lives, with some suggesting that the frequency of these requests is becoming a nuisance that outweighs the utility of the feedback process itself. The debate highlights a tension between the corporate desire for data-driven engagement and the consumer's desire for a seamless, low-friction shopping experience.