AI-Generated Children's Books: The CX Gap Hurting Personalisation

What happened

A growing number of grandparents — predominantly Baby Boomers — are purchasing AI-generated personalised children's books as gifts for their grandchildren, only for parents to receive products they describe as low-quality, visually inconsistent and, in some cases, unsettling. The books, typically ordered through online platforms that use generative AI to insert a child's name, likeness or family details into a story, are arriving with garbled text, anatomically distorted illustrations and narrative incoherence that makes them unsuitable as bedtime reading.

Parents have taken to social media and parenting forums to share their frustration, describing characters whose faces shift between pages, nonsensical plot progressions and AI image artefacts — the kind of visual glitches that are immediately obvious to anyone familiar with current generative-image limitations, but less so to older buyers who may not be. The gifting impulse is genuine and warm; the execution, critics argue, falls well short of what a child's bookshelf deserves.

Why it matters

This story is a sharp illustration of the expectation gap that opens when a new technology is adopted faster by sellers and gift-buyers than it is understood by the end recipients — or, crucially, by the parents who gatekeep what reaches their children. The platforms selling these books are optimising for the purchase moment: the grandparent sees a personalised, emotionally resonant product at a reasonable price and clicks buy. The experience that actually lands, however, belongs to a completely different customer — the parent and child — who had no say in the transaction and whose standards are entirely different.

From a behavioral-economics perspective, this is a textbook case of misaligned principal hierarchies in gifting markets. The buyer's emotional reward (the anticipation of delight) is decoupled from the recipient's actual experience. Platforms that fail to close this loop — through quality controls, transparent AI disclosure or clearer expectation-setting at the point of purchase — are accumulating reputational debt with the very demographic, millennial parents, most likely to influence whether the category survives long-term.

By the numbers

• 1 primary source (Wired) contributed to this report; broader quantitative market data on AI-generated book sales was not provided in the available sourcing.

The Renascence take

The instinct to personalise a gift for a grandchild is one of the most emotionally loaded purchase motivations in consumer behaviour. What these platforms have done is intercept that motivation cheaply — and in doing so, they are quietly poisoning the well for legitimate personalisation experiences everywhere.

Most commentary will focus on AI quality and whether the technology is "ready." That misses the real service-design failure: these platforms have no feedback loop from the child's household back to the purchasing grandparent, and no incentive to build one. A customer-obsessed operator in this space would treat the parent as a co-customer from the outset — requiring preview approval, publishing honest sample pages showing AI limitations, and designing the unboxing moment for the child rather than the checkout moment for the buyer. Personalisation only creates loyalty when the person whose name is on the cover actually loves what they receive.