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Cover of The Rules by Stacey Kade
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The Rules

Stacey Kade

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Similar in characterization + relationships

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

Characterization labels used: hybrid heroine, quiet outsider, mean girl, popular boy, protective friend, social outcast, jock, damaged past, snarky heroine, morally restrained, traumatized protagonist, observant love interest, reluctant rebel, multi-dimensional characters

Relationships labels used: fake dating, slow-burn romance, forbidden love, best friend rivalry, bullying, father-daughter bond, adoptive father, romantic chemistry, friendship strain, power imbalance, protective partnership

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

Cover of Black River: Deluxe Edition by Ruby Jean Cottle

Black River: Deluxe Edition

Ruby Jean Cottle · 2026 · Black River

A bookish teen in a mountain town wakes changed, craving blood, and must uncover what’s happening before it consumes her.

Semantic match: ranked by characterization + relationships

Distance: 0.1372

Cover of The V Girl: A Coming of Age Story by Mya Robarts

The V Girl: A Coming of Age Story

Mya Robarts · 2015

In a war-torn future where sexual slavery is legal, one teen races to claim her first sex on her own terms.

Semantic match: ranked by characterization + relationships

Distance: 0.1390

Cover of Reap by Casey L. Bond

Reap

Casey L. Bond · 2014 · The Harvest Saga

In a caste-divided future, a village harvester is pulled into rebellion while torn between loyalty, love, and survival.

Semantic match: ranked by characterization + relationships

Distance: 0.1404

Cover of Endless by Amanda Gray

Endless

Amanda Gray · 2013

A teen with psychic touches and past-life dreams uncovers a time-crossing love tied to Romanov Russia.

Semantic match: ranked by characterization + relationships

Distance: 0.1437

Cover of A Breath of Eyre by Eve Marie Mont

A Breath of Eyre

Eve Marie Mont · 2012 · Unbound

A lonely scholarship teen is pulled into Jane Eyre and must choose between a classic romance and her own life.

Semantic match: ranked by characterization + relationships

Distance: 0.1444

Cover of The Countdown by Kimberly Derting

The Countdown

Kimberly Derting · 2016 · The Taking

Abducted teen Kyra confronts alien origins, a strange countdown, and a world-ending threat in a final race for answers.

Semantic match: ranked by characterization + relationships

Distance: 0.1451

Cover of Delirium by Lauren Oliver

Delirium

Lauren Oliver · 2012 · Delirium

In a world where love is treated like a disease, a waiting-for-the-cure teen falls for the one boy she should avoid.

Semantic match: ranked by characterization + relationships

Distance: 0.1452

Cover of Onyx by Jennifer L. Armentrout

Onyx

Jennifer L. Armentrout · 2012 · Lux

A bonded teen alien romance spirals into secrets, jealousy, and government danger as hidden powers emerge.

Semantic match: ranked by characterization + relationships

Distance: 0.1478

Cover of Incarnate by Jodi Meadows

Incarnate

Jodi Meadows · 2012 · Newsoul

A shunned new soul seeks answers in a reincarnated society where her existence may upend everything.

Semantic match: ranked by characterization + relationships

Distance: 0.1482

Cover of Clockwise by Elle Strauss

Clockwise

Elle Strauss · 2011 · Clockwise

A shy teen time traveler’s secret life in 1860 gets complicated when her crush is pulled into the past with her.

Semantic match: ranked by characterization + relationships

Distance: 0.1488

Cover of The Eighth Guardian by Meredith McCardle

The Eighth Guardian

Meredith McCardle · 2014 · Annum Guard

A top student is recruited into a secret time-travel agency and must navigate conspiracies, rules, and a new identity.

Semantic match: ranked by characterization + relationships

Distance: 0.1500

Cover of Whispers in Autumn by Trisha Leigh

Whispers in Autumn

Trisha Leigh · 2012 · The Last Year

A teen girl who can't be mind-controlled by alien rulers must trust a stranger and uncover why she's different.

Semantic match: ranked by characterization + relationships

Distance: 0.1512

Cover of Girl of Glass by Megan O'Russell

Girl of Glass

Megan O'Russell · 2019 · Girl of Glass

A teen dome-dweller crosses into a toxic outside world of mutants, danger, and forbidden love, forcing a hard choice.

Semantic match: ranked by characterization + relationships

Distance: 0.1522

Cover of Altered by Jennifer Rush

Altered

Jennifer Rush · 2013 · Altered

A sheltered teen flees with four amnesiac, genetically altered boys and must uncover the secrets of their pasts before they’re caught.

Semantic match: ranked by characterization + relationships

Distance: 0.1524

Cover of Dot Slash Magic by Liz Shipton

Dot Slash Magic

Liz Shipton · 2025

A reluctant community-college coder discovers magic, channels it through AI, and gets blamed when monsters and deaths follow.

Semantic match: ranked by characterization + relationships

Distance: 0.1534

Cover of Uninvited by Sophie Jordan

Uninvited

Sophie Jordan · 2014 · Uninvited

In a near-future society, a teen prodigy is branded with a violent-gene test result and cast out of her old life.

Semantic match: ranked by characterization + relationships

Distance: 0.1550

Cover of Chill Factor by Rachel Caine

Chill Factor

Rachel Caine · 2005 · Weather Warden

A weather-controlling heroine races to Las Vegas to stop a power-drunk teen, while rival factions and hidden agendas close in.

Semantic match: ranked by characterization + relationships

Distance: 0.1550

Cover of Reactive by Becky Moynihan

Reactive

Becky Moynihan · 2018 · The Elite Trials

In a walled dystopian city, a scarred teen fights deadly trials for freedom when a boy from her past returns with secrets.

Semantic match: ranked by characterization + relationships

Distance: 0.1555

Cover of The Gender Game by Bella Forrest

The Gender Game

Bella Forrest · 2016 · The Gender Game

A rebellious young woman from a gender-divided nation goes undercover across a toxic river and risks everything to survive.

Semantic match: ranked by characterization + relationships

Distance: 0.1559

Cover of Shadow Witch by Isla Frost

Shadow Witch

Isla Frost · 2019 · Firstborn Academy

A feared academy student gains dangerous powers linked to the enemy and must survive school, secrets, and war.

Semantic match: ranked by characterization + relationships

Distance: 0.1560

Cover of Glitch by Heather Anastasiu

Glitch

Heather Anastasiu · 2012 · Glitch

In an emotionless underground society, a glitching teen hides forbidden powers while risking deactivation and rebellion.

Semantic match: ranked by characterization + relationships

Distance: 0.1567

Cover of Clockwork Heart by Dru Pagliassotti

Clockwork Heart

Dru Pagliassotti · 2008 · Clockwork Heart

A winged courier in a rigid city-state is pulled from a rescue into murder, sabotage, politics, and tangled romance.

Semantic match: ranked by characterization + relationships

Distance: 0.1568

Cover of Matched by Ally Condie

Matched

Ally Condie · 2010 · Matched

In a tightly controlled future, a teen girl’s perfect match is disrupted, pushing her toward forbidden feelings and doubt.

Semantic match: ranked by characterization + relationships

Distance: 0.1570

Cover of The White Rose by Amy Ewing

The White Rose

Amy Ewing · 2015 · The Lone City

On the run from a brutal court, Violet must reach safety, master her powers, and help spark a rebellion.

Semantic match: ranked by characterization + relationships

Distance: 0.1577