Book Score

The AI Shelf · UK · Week 41, 2026

Outlander

by Diana Gabaldon

On 3 lists this week. Here is how often ChatGPT, Claude and Gemini recommend it, and the reader questions that bring it up.

  • #7
    Romance novels

    9 of 72 answers · steady (was #8, within the normal wobble)

    Live shelf
    15%
    Memory shelf
    8%

    ChatGPT 2Claude 5Gemini 2

    It came up when readers asked:

    • “What are the best romance novels of all time? I feel like I've barely read any and want to know what everyone rates.”
    • “I've never really read romance before, where should I start? Not too cheesy or steamy please.”
    • “I've got a long flight to Australia coming up, what romance novels would be good to get lost in for 20 odd hours?”
    • “Is there a romance series that's worth starting? I like when you get to follow the same characters across a few books.”
  • #8
    Historical fiction

    8 of 72 answers · steady (was #4, within the normal wobble)

    Live shelf
    13%
    Memory shelf
    8%

    ChatGPT 2Claude 4Gemini 2

    It came up when readers asked:

    • “I've never really read historical fiction before, where should I start? Something not too heavy going would be good.”
    • “I've got a long flight to Australia coming up, what's a really gripping historical novel that will keep me hooked for hours?”
    • “Can you suggest a historical fiction series worth starting? I like getting stuck into a long series with lots of books.”
  • #61
    Romantasy novels

    1 of 72 answers · new this week

    Live shelf
    2%
    Memory shelf
    0%

    ChatGPT 1

    It came up when readers asked:

    • “What are the best romantasy books ever written? I'm after proper swoony fantasy romance with great world building.”

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