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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 “open ending” 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 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.

Why this is here

Plot structure labels: direct continuation · minimal recap · multiple plotlines · interwoven storylines · interludes · ensemble structure · multiple viewpoint chapters · mini cliffhangers · cross-cutting · series bridge · open ending · no standalone resolution · rapid escalation · few days timespan

Semantic match: ranked by plot structure

Distance: 0.0673

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Cover of Infinity's Shore by David Brin

Infinity's Shore

David Brin · 1997 · Uplift Storm Trilogy

Refugees and alien crews on a hidden planet face invasion, extinction, and a buried secret that could save or doom them.

Why this is here

Plot structure labels: multi-POV · interwoven storylines · cliffhanger ending · middle volume · continuation · slow build · flashback recap · parallel threads · converging arcs · open ending

Semantic match: ranked by plot structure

Distance: 0.0836

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Cover of Monsters by Ilsa J. Bick

Monsters

Ilsa J. Bick · 2013 · Ashes Trilogy

In a brutal post-apocalyptic winter, Alex and her scattered allies fight evolving monsters, betrayal, and each other.

Why this is here

Plot structure labels: multiple POV · cliffhanger chapters · intercut action · nonstop action · crosscutting timelines · open ending · series conclusion · recap appendix · back matter refresher · parallel storylines

Semantic match: ranked by plot structure

Distance: 0.0848

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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.

Why this is here

Plot structure labels: multiple POV · alternating POV · mostly chapter switches · slow build · rushed ending · cliffhanger · open ending · series setup · background-heavy · competition as framework

Semantic match: ranked by plot structure

Distance: 0.0857

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Cover of The Last Druid by Terry Brooks

The Last Druid

Terry Brooks · 2020 · The Fall of Shannara

A final, multi-threaded Shannara quest pits druids, heirs, and invaders against war, magic, and a changing world.

Why this is here

Plot structure labels: multiple plotlines · intercut POV threads · finale · continuation from previous book · cliffhanger resolution · open ending · loose ends · converging threads · quest structure · parallel journeys

Semantic match: ranked by plot structure

Distance: 0.0881

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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.

Why this is here

Plot structure labels: multiple POV · alternating chapters · interwoven arcs · series setup · cliffhanger ending · slow build · twists and turns · predictable in parts · open ending

Semantic match: ranked by plot structure

Distance: 0.0916

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Cover of Edge of Collapse by Kyla Stone

Edge of Collapse

Kyla Stone · 2020 · Edge of Collapse

An EMP drops the grid, freeing a captive survivor into a brutal winter escape while a hunter closes in.

Why this is here

Plot structure labels: cliffhanger ending · open ending · serial setup · series arc · multiple POVs · short chapters · fast pace · action driven · cat and mouse structure · alternating POVs · ongoing tension · partial resolution

Semantic match: ranked by plot structure

Distance: 0.0931

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Cover of The Destroyer of Worlds by Matt Ruff

The Destroyer of Worlds

Matt Ruff · 2023 · Lovecraft Country

In 1957, a reunited Black family faces magic, racism, and old enemies on converging quests across America.

Why this is here

Plot structure labels: multiple plotlines · interwoven narratives · alternating POVs · short chapters · cliffhangers · ensemble structure · connected threads · final convergence · open ending · setup for sequel

Semantic match: ranked by plot structure

Distance: 0.0933

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Cover of The Expanded Earth by Mikey Please

The Expanded Earth

Mikey Please · 2025

When all humanity shrinks to handspan size overnight, survivors must navigate a brutal, altered world and untangle why it happened.

Why this is here

Plot structure labels: dual timeline · multiple POVs · interlude chapters · elsewhere chapters · fragmented structure · global vignettes · short chapters · series starter · open ending · cliffhanger

Semantic match: ranked by plot structure

Distance: 0.0945

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