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The AI Shelf · week 46 · asked on 9 November 2026

The middle grade novels AI recommends most

In week 46 of 2026 we asked ChatGPT, Claude and Gemini 12 reader questions about middle grade novels, twice each: 72 real answers. The book they named most was Wings of Fire by Tui T. Sutherland, in 15 of 72 answers (21%). Next came Percy Jackson by Rick Riordan (11) and Wonder by R.J. Palacio (11).

1
Wings of FireTui T. Sutherland
15 of 72
2
Percy JacksonRick Riordan · series
11 of 72
3
WonderR.J. Palacio
11 of 72
4
Diary of a Wimpy KidJeff Kinney
9 of 72
5
FablehavenBrandon Mull
9 of 72
6
Nevermoor: The Trials of Morrigan CrowJessica Townsend
9 of 72
7
Harry PotterJ.K. Rowling
9 of 72
8
Keeper of the Lost CitiesShannon Messenger
8 of 72
9
HolesLouis Sachar
8 of 72
10
The One and Only IvanKatherine Applegate
7 of 72
Week 46 · 72 real answers · middle grade novelsAll 32 genres →
Assistant by assistant

Each assistant has its own favourite

ChatGPT and Claude search the web before they answer. Gemini answers from what it already knows. That is why they do not always agree.

ChatGPT · searches the web live

Wonder

R.J. Palacio

4 of 24 answers
Claude · searches the web live

Wings of Fire

Tui T. Sutherland

13 of 24 answers
Gemini · answers from memory

Holes

Louis Sachar

6 of 24 answers
Open shelf

How open is this shelf?

No book is named in even a third of answers. There is room for a well-described book to be picked up.

21%of answers name the top book
What we asked

The 12 questions readers ask

Each question was asked twice of each assistant. 48 answers came with a live web search and 24 from memory.

  1. What are the best middle grade novels of all time? Looking for stuff my 10 year old will actually enjoy.
  2. My daughter is 9 and just getting into proper chapter books, where should we start with middle grade novels?
  3. What are the best middle grade books that have come out in the last year or so? My son has read pretty much everything older.
  4. Can you recommend some underrated middle grade novels that most people haven't heard of? We've done all the obvious ones.
  5. I need a book for my nephew who's turning 11 and loves football and funny stories. Any middle grade suggestions?
  6. Any good middle grade novels for a long car journey to Cornwall? Two kids, ages 8 and 11, and they get bored fast.
  7. Can you suggest middle grade fantasy novels with a strong female lead and lots of humour? My daughter is 10.
  8. My son loved Percy Jackson and the Lightning Thief, what other middle grade books are similar?
  9. My daughter has read everything by Roald Dahl, what should she read next?
  10. Which middle grade novel would be good for a parent and child book club that would get everyone talking? Kids are about 10 to 12.
  11. What are the best middle grade novels by British authors? I'd love something with a proper British feel for my 9 year old.
  12. Is there a middle grade series worth starting that will keep my 10 year old hooked for ages? He gets through books really quickly.

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AI Shelf, week 46, asked on 9 November 2026. Every answer is a real reply from ChatGPT, Claude or Gemini to a question a reader would ask. Updated every week. UK panel.