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Cover of Repeat After Me by Jessica Warman
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Repeat After Me

Jessica Warman

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Similar in characterization + relationships

These books are ranked using the characterization + relationships labels extracted for Repeat After Me. Books rank higher when they are close on every selected axis.

Characterization labels used: teen ensemble, morally gray teens, caricatures, archetypal characters, snarky protagonist, best friend, vain jock, unconventional teacher, disaffected adult, oversexed character, comic relief, one-dimensional supporting cast, character growth, impulsive teens, shallow social types

Relationships labels used: best friends, ex-best friends, romantic triangle, boyfriend-girlfriend, teacher-student tension, friendship betrayal, toxic relationships, secret crush, loyal friendship, parent-child bond

This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization + relationships embeddings are close.

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Cover of Spark by Amy Kathleen Ryan

Spark

Amy Kathleen Ryan · 2012 · Sky Chasers

A stranded teen crew fights sabotage, shifting loyalties, and a power struggle while racing to rescue their captured parents.

Semantic match: ranked by characterization + relationships

Distance: 0.1355

Cover of Need by Joelle Charbonneau

Need

Joelle Charbonneau · 2015

A teen joins an invite-only social site that grants wishes for tasks, but her brother’s urgent need turns deadly.

Semantic match: ranked by characterization + relationships

Distance: 0.1382

Cover of No Safety in Numbers by Dayna Lorentz

No Safety in Numbers

Dayna Lorentz · 2012 · No Safety in Numbers

Four teens are trapped in a suburban mall after a hidden biological threat triggers lockdown, panic, and survival choices.

Semantic match: ranked by characterization + relationships

Distance: 0.1438

Cover of Heat Wave by T.J. Klune

Heat Wave

T.J. Klune · 2022 · The Extraordinaries

A queer teen superhero and his friends face a summer-long mystery, family secrets, and a dangerous anti-hero campaign.

Semantic match: ranked by characterization + relationships

Distance: 0.1452

Cover of Ruling Destiny by Alyson Noel

Ruling Destiny

Alyson Noel · 2023 · Stolen Beauty

At a secretive time-travel academy, Natasha races through history for artifacts while deciding whom to trust—and who may be lying.

Semantic match: ranked by characterization + relationships

Distance: 0.1454

Cover of No Easy Way Out by Dayna Lorentz

No Easy Way Out

Dayna Lorentz · 2013 · No Safety in Numbers

A quarantined mall descends deeper into chaos as teens, leaders, and rivals struggle for survival, control, and trust.

Semantic match: ranked by characterization + relationships

Distance: 0.1489

Cover of Orange: The Complete Collection, Volume 1 by Ichigo Takano

Orange: The Complete Collection, Volume 1

Ichigo Takano · 2016 · Orange: The Complete Collection

A shy high schooler gets a letter from her future self urging her to save a new classmate from a tragic fate.

Semantic match: ranked by characterization + relationships

Distance: 0.1496

Cover of Level 2 by Lenore Appelhans

Level 2

Lenore Appelhans · 2013 · The Memory Chronicles

A newly dead teen navigates a memory-powered afterlife, a forbidden rebellion, and two complicated boys.

Semantic match: ranked by characterization + relationships

Distance: 0.1514

Cover of Sleepless by Lou Morgan

Sleepless

Lou Morgan · 2014 · Red Eye

Desperate exam-takers try a study drug, then sleep loss, hallucinations, and danger turn revision into survival.

Semantic match: ranked by characterization + relationships

Distance: 0.1517

Cover of Redemption Prep by Samuel       Miller

Redemption Prep

Samuel Miller · 2020

At an elite remote prep school, a missing girl sparks a web of secrets, suspects, and a mystery that turns strange.

Semantic match: ranked by characterization + relationships

Distance: 0.1518

Cover of The Locket by Stacey Jay

The Locket

Stacey Jay · 2011

A teen gets a magical do-over after cheating on her boyfriend, but changing one mistake scrambles everything.

Semantic match: ranked by characterization + relationships

Distance: 0.1538

Cover of The Warning by James  Patterson

The Warning

James Patterson · 2019

Two teens return to an evacuated town and uncover a hidden force behind the lockdown, strange behavior, and escalating danger.

Semantic match: ranked by characterization + relationships

Distance: 0.1581