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Cover of Ultimate Invasion by Jonathan Hickman
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Ultimate Invasion

Jonathan Hickman

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Similar in plot structure

These books are ranked using the plot structure labels extracted for Ultimate Invasion.

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

Focused on “fragmented scenes” 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: 0.1103

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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: 0.1097

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Cover of Precipice by John Jackson Miller

Precipice

John Jackson Miller · 2009 · Star Wars: Lost Tribe of the Sith

A Sith mining crew crash-lands on an alien world and must survive mutiny, betrayal, and a brutal struggle for command.

Why this is here

Plot structure labels: series opening · episodic installment · cliffhanger ending · unresolved ending · setup-heavy · foreshadowing · jump-cut pacing · compressed narrative · throughline across installments · serial novella

Semantic match: ranked by plot structure

Distance: 0.1240

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Cover of The Family Trade by Charles Stross

The Family Trade

Charles Stross · 2004 · The Merchant Princes

A fired journalist discovers she’s heir to a world-walking clan and must survive its ruthless parallel-world power games.

Why this is here

Plot structure labels: series setup · cliffhanger ending · abrupt ending · open ending · unfinished arc · exposition-heavy opening · setup over payoff · withheld resolution · interlocking secrets · multi-threaded plot · ongoing serial narrative

Semantic match: ranked by plot structure

Distance: 0.1324

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Cover of The Parasite by Richard Paul Evans

The Parasite

Richard Paul Evans · 2022 · Michael Vey

The Electroclan reunites years later, but a new threat and a string of disappearances pull them into another electric adventure.

Why this is here

Plot structure labels: setup-heavy · slow burn · cliffhanger ending · unfinished installment · bridging volume · reintroduction · reunion framework · mid-story stop · high exposition

Semantic match: ranked by plot structure

Distance: 0.1344

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

Attack on Titan: Before the Fall, Vol. 1

Hajime Isayama, Satoshi Shiki · 2014 · 進撃の巨人 Before the Fall [Shingeki no Kyojin: Before the Fall]

A Titans prequel follows an outcast boy and a sheltered girl navigating cruelty, secrets, and survival behind the walls.

Why this is here

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

Semantic match: ranked by plot structure

Distance: 0.1376

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Cover of The Collapsing Empire by John Scalzi

The Collapsing Empire

John Scalzi · 2017 · The Interdependency

When faster-than-light travel starts failing, a fragile human empire must race to survive collapse and power grabs.

Why this is here

Plot structure labels: series opener · setup-heavy · slow build · multiple POV · prologue hook · info-dense opening · reveal-driven · cliffhanger ending · open ending · part one

Semantic match: ranked by plot structure

Distance: 0.1385

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Cover of Into the Stars by James Rosone

Into the Stars

James Rosone · 2020 · Rise of the Republic

Humanity’s first deep-space contact turns a promising colonization push into a fight for survival and interstellar power.

Why this is here

Plot structure labels: series setup · cliffhanger ending · slow start · multiple subplots · interwoven threads · buildup to confrontation · book-one exposition · episodic feel · open-ended conclusion

Semantic match: ranked by plot structure

Distance: 0.1405

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Cover of Star Wars: The High Republic (2021-2022) #1 by Cavan Scott

Star Wars: The High Republic (2021-2022) #1

Cavan Scott, Ario Anindito, Phil Notto · 2021 · Star Wars: The High Republic (2021) (Single Issues)

A young Jedi Padawan faces a defining trial as a new Star Wars era begins centuries before the Skywalker saga.

Why this is here

Plot structure labels: setup issue · prologue feel · ongoing serial · cliffhanger ending · interconnected continuity · exposition heavy · partial backstory · slow burn · teaser for future events · open-ended ending

Semantic match: ranked by plot structure

Distance: 0.1406

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Cover of House of Cards by Peter David

House of Cards

Peter David · 1997 · Star Trek: New Frontier

A newly assigned starship and its captain are introduced amid a collapsed empire and rising chaos in Federation space.

Why this is here

Plot structure labels: prologue style · serialized setup · cliffhanger ending · multiple time jumps · framed as backstory · origin stories · episodic sections · interconnected novellas · open ending · delayed main plot

Semantic match: ranked by plot structure

Distance: 0.1419

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