Book Score

The AI Shelf · UK · Week 41, 2026

Joy of Cooking

by Irma S. Rombauer, Marion Rombauer Becker, and Ethan Becker

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

  • #5
    Cookbooks

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

    Live shelf
    10%
    Memory shelf
    8%

    ChatGPT 2Claude 3Gemini 2

    It came up when readers asked:

    • “What are the best cookbooks of all time? I want something I'll actually use in the kitchen rather than just look at.”

Is this your book, or one like it?

Paste an Amazon link. The free check shows how often the assistants recommend the book, who they name instead, and what to fix first.

Free. No sign-up. About a minute.