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Cover of Aurora: CV-01 by Ryk Brown
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Aurora: CV-01

Ryk Brown

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Similar in plot structure

These books are ranked using the plot structure labels extracted for Aurora: CV-01.

Plot structure labels used: episodic, serialized, slow start, action-driven, battle-heavy, setup-heavy, cliffhanger ending, abrupt ending, mid-scene POV shifts, journey arc, mission gone wrong, nonstop action, character introductions, series launch

Focused on “action-forward” 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 A Princess of Mars / Gods of Mars / Warlord of Mars / Thuvia, Maid of Mars / Chessmen of Mars / Master Mind of Mars / Fighting Man of Mars by Edgar Rice Burroughs

A Princess of Mars / Gods of Mars / Warlord of Mars / Thuvia, Maid of Mars / Chessmen of Mars / Master Mind of Mars / Fighting Man of Mars

Edgar Rice Burroughs · 2014 · Barsoom

A Civil War veteran is mysteriously transported to Mars, where nonstop wars, rescues, and alien intrigues reshape him.

Why this is here

Plot structure labels: episodic · serial · cliffhanger endings · repetitive cycles · quest chain · chase and rescue · battle-driven · action-forward · revelation through adventure · formulaic progression

Semantic match: ranked by plot structure

Distance: 0.1240

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Cover of Rogue by Mark Frost

Rogue

Mark Frost · 2015 · The Paladin Prophecy

Will must survive a dangerous alliance and lead his friends into a hostile alternate world to stop Earth’s destruction.

Why this is here

Plot structure labels: finale · series wrap-up · quest narrative · slow opening · action-heavy · fast paced · non-stop action · journey into other world · multiple reveals · abrupt ending · open ending · cliffhanger feel · rushed climax · loose ends · POV shifts

Semantic match: ranked by plot structure

Distance: 0.1033

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Cover of I'm Starved for You by Margaret Atwood

I'm Starved for You

Margaret Atwood · 2012 · Positron

In a near-future gated community, a married couple’s monthly prison exchange is disrupted by a forbidden note and obsession.

Why this is here

Plot structure labels: serial installment · episodic · cliffhanger · slow reveal · gradual worldbuilding · twist ending · abrupt ending · open ending · setup-heavy · character-driven

Semantic match: ranked by plot structure

Distance: 0.1110

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Cover of The Synchronicity War Part 1 by Dietmar Arthur Wehr

The Synchronicity War Part 1

Dietmar Arthur Wehr · 2013 · The Synchronicity War

A space-faring human force faces a brutal alien attack, while one officer's unexplained visions shape the war.

Why this is here

Plot structure labels: series opener · cliffhanger ending · serial narrative · war escalation · battle-to-battle progression · slow start · expository buildup · abrupt ending · unresolved arc · withheld explanation · predictive loop

Semantic match: ranked by plot structure

Distance: 0.1126

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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: 0.1143

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Cover of The Tiger's Time by Marc Alan Edelheit

The Tiger's Time

Marc Alan Edelheit · 2018 · Chronicles of an Imperial Legionary Officer

Stranded in the past, an imperial legionary officer must lead soldiers, mend a broken timeline, and face dark forces.

Why this is here

Plot structure labels: continuation · cliffhanger follow-up · quest arc · battle-driven · action-heavy · setup-heavy opening · slow-burn opening · long middle · continuous battle sequence · linear storyline · single-POV focus · no POV changes · twists and turns · setup and payoff · series threading · cross-series references

Semantic match: ranked by plot structure

Distance: 0.1174

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Cover of The Gender Fall by Bella Forrest

The Gender Fall

Bella Forrest · 2017 · The Gender Game

In a gender-split dystopia, Violet and Viggo fight injury, betrayal, and war while racing toward another cliffhanger.

Why this is here

Plot structure labels: cliffhanger ending · serialized continuity · filler-heavy · mission cycle · recovery arc · delayed payoff · slow-burn buildup · end-loaded action · repetitive escalation

Semantic match: ranked by plot structure

Distance: 0.1193

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Cover of The Assassins of Altis by Jack Campbell

The Assassins of Altis

Jack Campbell · 2015 · The Pillars of Reality

A mechanic and a mage flee assassins across a guild-controlled world while uncovering their planet’s hidden past.

Why this is here

Plot structure labels: series installment · transitional volume · slow reveal · cliffhanger ending · road narrative · action-driven · quest chain · midseries reveal · travelogue structure · ongoing arc

Semantic match: ranked by plot structure

Distance: 0.1196

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Cover of The Zombie Chronicles by Chrissy Peebles

The Zombie Chronicles

Chrissy Peebles · 2012 · The Zombie Chronicles

In a zombie-ravaged world, two brothers race to save their infected sister before time runs out.

Why this is here

Plot structure labels: fast paced · action driven · cliffhanger ending · series opener · journey plot · escape from confinement · revelation-driven · repeated setbacks · abrupt ending · withheld resolution

Semantic match: ranked by plot structure

Distance: 0.1198

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