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Cover of Attack on Titan: Before the Fall, Vol. 1 by Hajime Isayama
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Attack on Titan: Before the Fall, Vol. 1

Hajime Isayama, Satoshi Shiki

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Similar in plot structure

These books are ranked using the plot structure labels extracted for Attack on Titan: Before the Fall, Vol. 1.

Plot structure labels used: prologue-heavy, setup volume, cliffhanger ending, slow burn, worldbuilding-first, mystery withholding, small cast

Focused on “series setup” where exact label matches exist.

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

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Cover of The Octunnumi Fosbit Files Prologue by Trevor Alan Foris

The Octunnumi Fosbit Files Prologue

Trevor Alan Foris · The Octunnumi Fosbit Files

Two teen twin operatives race across hidden worlds to stop a vengeful former ally before their universe unravels.

Why this is here

Plot structure labels: prologue-as-novel · slow build · late plot start · cliffhanger ending · open ending · fragmented scenes · episodic travel · scene hopping · highly expository · delayed revelation · many unanswered questions · setup-heavy · action opening · ongoing series setup

Semantic match: ranked by plot structure

Distance: 0.1112

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Cover of Kríe Captivity by Kora Knight

Kríe Captivity

Kora Knight · 2016 · The Nira Chronicles

A stranded human expedition is captured by sexually dominant aliens on an unexplored planet, with desire complicating escape.

Why this is here

Plot structure labels: prologue framing · flashback structure · prequel setup · series setup · cliffhanger ending · ensemble introduction · worldbuilding-first · sex-forward pacing · multiple pairings

Semantic match: ranked by plot structure

Distance: 0.1653

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Cover of Ultimate Invasion by Jonathan Hickman

Ultimate Invasion

Jonathan Hickman · 2024 · Ultimate Invasion

A villainous Reed Richards reshapes a new Marvel reality, forcing hidden heroes and rulers into a battle over its future.

Why this is here

Plot structure labels: prologue · setup-heavy · compressed pacing · episodic issues · miniseries arc · seed planting · reveal-driven · cliffhanger ending · open-ended conclusion · expository interludes

Semantic match: ranked by plot structure

Distance: 0.1376

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Cover of Farmhand, Vol. 1: Reap What Was Sown by Rob Guillory

Farmhand, Vol. 1: Reap What Was Sown

Rob Guillory · 2019 · Farmhand

A family returns to a rural farm where human organs grow like crops, uncovering secrets, rivals, and a dark cost.

Why this is here

Plot structure labels: first volume setup · slow-burn mystery · ensemble setup · multi-threaded plot · prologue feel · flashback reveals · cliffhanger ending · withheld explanations

Semantic match: ranked by plot structure

Distance: 0.1385

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Cover of Cosmoknights, Vol. 1 by Hannah Templer

Cosmoknights, Vol. 1

Hannah Templer · 2019 · Cosmoknights

A queer mechanic's daughter gets swept into interplanetary mech jousts and a movement to free princesses from patriarchy.

Why this is here

Plot structure labels: setup-heavy · cliffhanger ending · volume-length prologue · interwoven backstory · flashback-driven · multiple plot threads · slow-burn escalation · action-forward

Semantic match: ranked by plot structure

Distance: 0.1403

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Cover of The Boy Who Fell from the Stars by Ted Dekker

The Boy Who Fell from the Stars

Ted Dekker, Rachelle Dekker · 2021 · And They Found Dragons

A frail 12-year-old boy joins children sent from a space station to confront dragons and save humanity.

Why this is here

Plot structure labels: setup-heavy · slow burn · exposition-heavy · cliffhanger ending · series setup · no standalone resolution · rising action · delayed payoff · book one of three · future payoff

Semantic match: ranked by plot structure

Distance: 0.1709

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Cover of The Alien's Prize by Zoey Draven

The Alien's Prize

Zoey Draven · Warriors of Luxiria

Abducted from Earth, Kate is won by an alien war leader who claims she’s his fated mate and fights to keep her.

Why this is here

Plot structure labels: prologue-style setup · fast paced · short form · insta-attraction · insta-love · one-month deal · HFN ending · cliffhanger · series setup · continuation into next book · romance-first · light plot · little conflict · withheld information

Semantic match: ranked by plot structure

Distance: 0.1777

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