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Cover of Citadel by Marko Kloos
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Citadel

Marko Kloos

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Similar in plot structure

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

Plot structure labels used: direct continuation, multi-POV, four POVs, interwoven threads, alternating chapters, rapid escalation, slow-burn buildup, cliffhanger ending, series bridge, partial closure, multiple plot intersections, no standalone conclusion

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.

Cover of Emergency Broadcast by Boris  Bacic

Emergency Broadcast

Boris Bacic · 2023 · Infected City

A city outbreak traps multiple people inside a fast-moving infected apocalypse, forcing survival, rescue, and impossible choices.

Semantic match: ranked by plot structure

Distance: 0.0748

Cover of Prodigal Son by Dean Koontz

Prodigal Son

Dean Koontz, Kevin J. Anderson · 2005 · Dean Koontz's Frankenstein

In modern New Orleans, a detective team and an immortal monster uncover a Frankenstein-era conspiracy and a serial killer.

Semantic match: ranked by plot structure

Distance: 0.0773

Cover of The Stranded by Sarah   Daniels

The Stranded

Sarah Daniels · 2023 · Stranded

On a quarantined cruise ship turned refugee camp, a medic-in-training and a rebel are pushed into a fight for land and freedom.

Semantic match: ranked by plot structure

Distance: 0.0828

Cover of Interstellar MegaChef by Lavanya Lakshminarayan

Interstellar MegaChef

Lavanya Lakshminarayan · 2024 · Flavour Hacker

A refugee chef and a tech prodigy collide on a future planet, turning a cooking show into a fight over food, power, and identity.

Semantic match: ranked by plot structure

Distance: 0.0857

Cover of Pan Lodowego Ogrodu. Tom 1 by Jarosław Grzędowicz

Pan Lodowego Ogrodu. Tom 1

Jarosław Grzędowicz · 2005 · Pan Lodowego Ogrodu

A lone operative lands on a magic-haunted alien world to find a missing expedition and survives a second, parallel power struggle.

Semantic match: ranked by plot structure

Distance: 0.0891

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.

Semantic match: ranked by plot structure

Distance: 0.0900

Cover of Forbidden the Stars by Valmore Daniels

Forbidden the Stars

Valmore Daniels · 2010 · The Interstellar Age

A Pluto mission and a deadly asteroid accident uncover alien technology, drawing a boy, a captain, and power players into a race for FTL.

Semantic match: ranked by plot structure

Distance: 0.0914

Cover of Sky Without Stars by Jessica Brody

Sky Without Stars

Jessica Brody, Joanne Rendell · 2019 · System Divine

Three teens from different castes in a spacefaring dystopia are drawn into a brewing revolution that could reshape their world.

Semantic match: ranked by plot structure

Distance: 0.0916

Cover of The Hatching by Ezekiel Boone

The Hatching

Ezekiel Boone · 2016 · The Hatching

Ancient carnivorous spiders awaken worldwide, forcing scientists, officials, and survivors into a fast-moving apocalypse.

Semantic match: ranked by plot structure

Distance: 0.0930

Cover of Beyond the Hallowed Sky by Ken MacLeod

Beyond the Hallowed Sky

Ken MacLeod · 2021 · Lightspeed Trilogy

A disgraced scientist and rival power blocs collide when a future-sent formula makes FTL travel real.

Semantic match: ranked by plot structure

Distance: 0.0936

Cover of Fail State by John Birmingham

Fail State

John Birmingham · 2019 · End of Days

After a cyberwar collapses infrastructure, scattered survivors race for safety as America fractures into violent strongholds.

Semantic match: ranked by plot structure

Distance: 0.0673