Book Score

The AI Shelf · UK · Week 41, 2026

Educated

by Tara Westover

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

  • #1
    Memoirs

    25 of 72 answers · same place as last week

    Live shelf
    35%
    Memory shelf
    33%

    ChatGPT 5Claude 12Gemini 8

    It came up when readers asked:

    • “what are the best memoirs ever written? trying to find something properly good to read next”
    • “I've never really read a memoir before, where should I start?”
    • “can you recommend some underrated memoirs that most people haven't heard of but are worth reading?”
    • “I need a birthday present for my mum who loves cosy, funny true stories about family life, any memoir suggestions?”
    • “I've got a long flight to Australia coming up, what memoir would keep me gripped for hours?”
    • “can you suggest a memoir for our book club that will get everyone talking and arguing a bit?”
  • #17
    True crime books

    3 of 72 answers · steady (was #14, within the normal wobble)

    Live shelf
    6%
    Memory shelf
    0%

    Claude 3

    It came up when readers asked:

    • “I've got a long flight to Australia coming up. Can you recommend a gripping true crime book that will keep me hooked for hours?”
    • “Our book club wants to try a true crime book this month. Any suggestions that will spark a good debate?”
  • #73
    Self-help books

    1 of 72 answers · steady (was #38, within the normal wobble)

    Live shelf
    2%
    Memory shelf
    0%

    Claude 1

    It came up when readers asked:

    • “Which self-help book would make a good pick for our book club? We want something that will get everyone talking and sharing their own experiences.”

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