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The AI Shelf · week 46

The books AI recommends, genre by genre.

Bestseller lists count last week's sales. This counts what AI tells readers to read next. Every week we ask ChatGPT, Claude and Gemini the same reader questions in 32 genres: 2,304 real answers in week 46. Pick a genre.

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Top book: 42%

Psychological thrillers

  1. The Silent PatientAlex Michaelides42%
  2. Gone GirlGillian Flynn32%
  3. The Girl on the TrainPaula Hawkins26%
See the full chart →Open shelf

Crime thrillers

  1. Gone GirlGillian Flynn28%
  2. The Silent PatientAlex Michaelides21%
  3. The Girl with the Dragon TattooStieg Larsson19%
See the full chart →Top book: 35%

Romantasy novels

  1. A Court of Thorns and RosesSarah J. Maas35%
  2. Fourth Wing (The Empyrean series)Rebecca Yarros33%
  3. From Blood and AshJennifer L. Armentrout25%
See the full chart →Open shelf

Epic fantasy novels

  1. Mistborn: The Final EmpireBrandon Sanderson29%
  2. The Lord of the RingsJ.R.R. Tolkien28%
  3. A Song of Ice and Fire / A Game of ThronesGeorge R.R. Martin25%
See the full chart →Top book: 51%

Cosy crime novels

  1. The Thursday Murder ClubRichard Osman51%
  2. Agatha Raisin and the Quiche of DeathM.C. Beaton26%
  3. The Murder at the VicarageAgatha Christie21%
See the full chart →Open shelf

Science fiction novels

  1. Project Hail MaryAndy Weir21%
  2. DuneFrank Herbert19%
  3. FoundationIsaac Asimov19%
See the full chart →Open shelf

Cookbooks

  1. Salt, Fat, Acid, Heat: Mastering the Elements of Good CookingSamin Nosrat21%
  2. Mastering the Art of French CookingJulia Child, Louisette Bertholle, Simone Beck13%
  3. The Food Lab: Better Home Cooking Through ScienceJ. Kenji López-Alt11%
See the full chart →Top book: 43%

True crime books

  1. I'll Be Gone in the Dark: One Woman's Obsessive Search for the Golden State KillerMichelle McNamara43%
  2. In Cold BloodTruman Capote43%
  3. Killers of the Flower Moon: The Osage Murders and the Birth of the FBIDavid Grann35%
See the full chart →Open shelf

Health & fitness books

  1. Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad OnesJames Clear18%
  2. Outlive: The Science and Art of LongevityPeter Attia, MD14%
  3. Why We Sleep: Unlocking the Power of Sleep and DreamsMatthew Walker13%
See the full chart →Open shelf

Romance novels

  1. OutlanderDiana Gabaldon21%
  2. Pride and PrejudiceJane Austen19%
  3. The Hating GameSally Thorne17%
See the full chart →Open shelf

Young adult novels

  1. The Hunger GamesSuzanne Collins21%
  2. A Good Girl's Guide to MurderHolly Jackson19%
  3. Six of CrowsLeigh Bardugo17%
See the full chart →Open shelf

Self-help books

  1. Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad OnesJames Clear29%
  2. Man's Search for MeaningViktor E. Frankl15%
  3. The 7 Habits of Highly Effective PeopleStephen R. Covey13%
See the full chart →Open shelf

Memoirs

  1. EducatedTara Westover29%
  2. The Glass CastleJeannette Walls25%
  3. When Breath Becomes AirPaul Kalanithi17%
See the full chart →Open shelf

Business books

  1. Good to Great: Why Some Companies Make the Leap...And Others Don'tJim Collins25%
  2. The Lean Startup: How Today's Entrepreneurs Use Continuous Innovation to Create Radically Successful BusinessesEric Ries19%
  3. The E-Myth Revisited: Why Most Small Businesses Don't Work and What to Do About ItMichael E. Gerber14%
See the full chart →Top book: 33%

Historical fiction

  1. Wolf HallHilary Mantel33%
  2. The Name of the RoseUmberto Eco25%
  3. The Pillars of the EarthKen Follett24%
See the full chart →Top book: 42%

Personal finance books

  1. The Psychology of Money: Timeless lessons on wealth, greed, and happinessMorgan Housel42%
  2. Your Money or Your LifeVicki Robin and Joe Dominguez26%
  3. I Will Teach You To Be Rich (UK Edition)Ramit Sethi25%
See the full chart →Top book: 33%

Literary fiction novels

  1. The Remains of the DayKazuo Ishiguro33%
  2. AtonementIan McEwan15%
  3. Never Let Me GoKazuo Ishiguro11%
See the full chart →Top book: 40%

Horror novels

  1. Mexican GothicSilvia Moreno-Garcia40%
  2. The Haunting of Hill HouseShirley Jackson36%
  3. The Woman in BlackSusan Hill25%
See the full chart →Open shelf

Historical romance novels

  1. OutlanderDiana Gabaldon25%
  2. Pride and PrejudiceJane Austen19%
  3. The Duke and IJulia Quinn17%
See the full chart →Open shelf

Romantic comedy novels

  1. The Hating GameSally Thorne25%
  2. The FlatshareBeth O'Leary22%
  3. Book LoversEmily Henry22%
See the full chart →Top book: 46%

Dystopian novels

  1. Brave New WorldAldous Huxley46%
  2. The Handmaid's TaleMargaret Atwood46%
  3. 1984George Orwell39%
See the full chart →Top book: 47%

Urban fantasy novels

  1. Rivers of LondonBen Aaronovitch47%
  2. The Dresden FilesJim Butcher42%
  3. NeverwhereNeil Gaiman31%
See the full chart →Top book: 50%

Legal thrillers

  1. Presumed InnocentScott Turow50%
  2. The Lincoln LawyerMichael Connelly33%
  3. A Time to KillJohn Grisham32%
See the full chart →Top book: 53%

Spy thrillers

  1. The Spy Who Came in from the ColdJohn le Carré53%
  2. Slow HorsesMick Herron31%
  3. Tinker, Tailor, Soldier, SpyJohn le Carré28%
See the full chart →Open shelf

Middle grade novels

  1. Wings of FireTui T. Sutherland21%
  2. Percy JacksonRick Riordan15%
  3. WonderR.J. Palacio15%
See the full chart →Open shelf

Children's picture books

  1. Where the Wild Things AreMaurice Sendak21%
  2. The Very Hungry CaterpillarEric Carle18%
  3. Goodnight MoonMargaret Wise Brown, illustrated by Clement Hurd15%
See the full chart →Top book: 43%

Graphic novels

  1. Persepolis: The Story of a Childhood/The Story of a ReturnMarjane Satrapi43%
  2. Maus: A Survivor's TaleArt Spiegelman32%
  3. Fun Home: A Family TragicomicAlison Bechdel32%
See the full chart →Open shelf

Poetry collections

  1. ArielSylvia Plath13%
  2. Lyrical BalladsWilliam Wordsworth and Samuel Taylor Coleridge13%
  3. Citizen: An American LyricClaudia Rankine8%
See the full chart →Open shelf

Books about anxiety

  1. The Anxiety and Phobia WorkbookEdmund J. Bourne, Ph.D.28%
  2. Dare: The New Way to End Anxiety and Stop Panic Attacks FastBarry McDonagh15%
  3. First, We Make the Beast Beautiful: A New Journey Through AnxietySarah Wilson15%
See the full chart →Open shelf

Parenting books

  1. The Whole-Brain Child: 12 Revolutionary Strategies to Nurture Your Child's Developing Mind, Survive Everyday Parenting Struggles, and Help Your Family ThriveDaniel J. Siegel and Tina Payne Bryson24%
  2. No-Drama Discipline: The Whole-Brain Way to Calm the Chaos and Nurture Your Child's Developing MindDaniel J. Siegel, M.D. & Tina Payne Bryson, Ph.D.21%
  3. How to Talk So Kids Will Listen & Listen So Kids Will TalkAdele Faber and Elaine Mazlish17%
See the full chart →Top book: 49%

Productivity books

  1. Atomic Habits: An Easy & Proven Way to Build Good Habits & Break Bad OnesJames Clear49%
  2. Getting Things Done (GTD): The Art of Stress-Free ProductivityDavid Allen49%
  3. Deep Work: Rules for Focused Success in a Distracted WorldCal Newport39%
See the full chart →Open shelf

Spirituality books

  1. The Power of Now: A Guide to Spiritual EnlightenmentEckhart Tolle26%
  2. When Things Fall Apart: Heart Advice for Difficult TimesPema Chödrön24%
  3. The Untethered Soul: The Journey Beyond YourselfMichael A. Singer22%
See the full chart →

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.

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