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Cover of The Shape of Water by Guillermo del Toro
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The Shape of Water

Guillermo del Toro, Daniel Kraus

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Similar in plot structure

These books are ranked using the plot structure labels extracted for The Shape of Water.

Plot structure labels used: multiple POV, short chapters, sectioned structure, slow build, action late, prologue in jungle, parallel storylines, character-driven, intercut perspectives, reveal-driven

Focused on “flashbacks” 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 After War by Brandon Zenner

The After War

Brandon Zenner · The After War

Two survivor groups leave hidden refuges after apocalypse and disease, crossing a ruined continent toward family and a changed world.

Semantic match: ranked by plot structure

Distance: 0.1006

Cover of Floating Hotel by Grace  Curtis

Floating Hotel

Grace Curtis · 2024

A drifting space hotel full of misfits and secrets faces spies, rebels, and a mystery that could change everything.

Semantic match: ranked by plot structure

Distance: 0.1081

Cover of A Beginning at the End by Mike Chen

A Beginning at the End

Mike Chen · 2020

Six years after a pandemic, four survivors in a rebuilding San Francisco face buried pasts, family bonds, and a new outbreak scare.

Semantic match: ranked by plot structure

Distance: 0.1106

Cover of The Tusks of Extinction by Ray Nayler

The Tusks of Extinction

Ray Nayler · 2024

In near-future Russia, a resurrected elephant expert is uploaded into a mammoth to help de-extinct herds survive poachers.

Semantic match: ranked by plot structure

Distance: 0.1159

Cover of A Game of Thrones by George R.R. Martin

A Game of Thrones

George R.R. Martin · 1998 · A Song of Ice and Fire

In a feudal realm of shifting seasons, rival houses battle for power while a northern threat and buried secrets rise.

Semantic match: ranked by plot structure

Distance: 0.0978

Cover of Such a Beautiful Thing to Behold by Umar Turaki

Such a Beautiful Thing to Behold

Umar Turaki · 2022

A quarantined village’s children, spared by a color-draining plague, struggle to survive, reunite, and find hope.

Semantic match: ranked by plot structure

Distance: 0.1008

Cover of Palimpsest by Catherynne M. Valente

Palimpsest

Catherynne M. Valente · 2009

Four lonely strangers discover a hidden city that can only be reached through sex, dreams, and a permanent map on the skin.

Semantic match: ranked by plot structure

Distance: 0.1019