Book Score

The AI Shelf · UK · Week 41, 2026

Boyfriend Material

by Alexis Hall

On 2 lists this week. Here is how often ChatGPT, Claude and Gemini recommend it, and the reader questions that bring it up.

  • #19
    Romantic comedy novels

    3 of 72 answers · first week of this list

    Live shelf
    6%
    Memory shelf
    0%

    ChatGPT 3

    It came up when readers asked:

    • “What are the best romantic comedy novels of all time? I want something properly funny and swoony.”
    • “What's a good light romantic comedy to read on a rainy weekend when I just want to curl up and laugh?”
    • “What are the best romantic comedy novels by British authors? I like that dry, self-deprecating humour.”
  • #43
    Romance novels

    2 of 72 answers · steady (was #45, within the normal wobble)

    Live shelf
    2%
    Memory shelf
    4%

    Claude 1Gemini 1

    It came up when readers asked:

    • “Can you recommend some underrated romance novels that not many people have heard of? I'm bored of seeing the same ones on BookTok.”

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