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Cover of Icon and Inferno by Marie Lu
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Icon and Inferno

Marie Lu

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Similar in plot structure

These books are ranked using the plot structure labels extracted for Icon and Inferno.

Plot structure labels used: fast-paced, breakneck pacing, twists and turns, high-stakes escalation, slow burn, pining, jealousy tension, open ending, bittersweet ending, mid-book twist, multiple reveals, twist-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 Such Lovely Skin by Tatiana Schlote-Bonne

Such Lovely Skin

Tatiana Schlote-Bonne · 2024

A guilt-ridden teen streamer unleashes a demon through a horror game and must stop her own doppelgänger from ruining her life.

Why this is here

Plot structure labels: fast paced · page turner · bingeable · break-neck speed · constant escalation · chain reaction · withheld backstory · past and present · dual timeline · flashbacks · mystery reveal · twists and turns · high tension · cliffhanger chapters · grows increasingly brutal · epilogue

Semantic match: ranked by plot structure

Distance: 0.1245

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Cover of The Girl Who Could See by Kara Swanson

The Girl Who Could See

Kara Swanson · 2017

A troubled young woman can see a boy from another world, and must help stop a danger threatening both realities.

Why this is here

Plot structure labels: fast-paced · page-turner · short-form compression · time jumps · flashbacks · intercut timeline · rising stakes · twist ending · happy ending · climax reveal · withheld backstory · episodic momentum

Semantic match: ranked by plot structure

Distance: 0.1446

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Cover of City of Shattered Light by Claire Winn

City of Shattered Light

Claire Winn · 2021 · Requiem Dark

A runaway tech heiress and an outlaw smuggler must team up to save her sister and stop a rogue AI.

Why this is here

Plot structure labels: fast-paced · action-driven · high stakes · breakneck pace · constant danger · plot twists · cliffhanger ending · slow burn romance · multiple reveals · series setup · episodic chase

Semantic match: ranked by plot structure

Distance: 0.1196

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Cover of The Wolves of Winter by Tyrell Johnson

The Wolves of Winter

Tyrell Johnson · 2018

In a frozen post-collapse Yukon homestead, a young hunter’s quiet survival ends when a mysterious stranger arrives.

Why this is here

Plot structure labels: slow burn · fast-paced · rising tension · mystery reveal · flashbacks · backstory-driven · chain of events · climactic action · open ending · sequel hook · self-contained novel · present-day plus past timeline

Semantic match: ranked by plot structure

Distance: 0.1520

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Cover of Running Out of Time by Margaret Peterson Haddix

Running Out of Time

Margaret Peterson Haddix · 2004 · Out of Time

A girl from a fake 1840s village must enter the modern world to save her sick community before time runs out.

Why this is here

Plot structure labels: twist reveal · slow reveal · high tension · page turner · brisk pacing · plot driven · prolonged peril · mystery-driven · action-driven · cliffhanger beats

Semantic match: ranked by plot structure

Distance: 0.1331

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Cover of The Bad Place by Dean Koontz

The Bad Place

Dean Koontz · 1999

An amnesiac’s nightly disappearances pull two private investigators into a dark, supernatural case with a deadly family secret.

Why this is here

Plot structure labels: fast-paced · slow start · confusing opening · page-turner · twists and turns · gradual escalation · midpoint shift · late reveal · climactic buildup · high body count · unpredictable ending · multiple perspectives · interwoven threads · good payoff · some unresolved threads · predictable at times

Semantic match: ranked by plot structure

Distance: 0.1368

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Cover of No Good Deed by M.P. McDonald

No Good Deed

M.P. McDonald · 2010 · Mark Taylor

A photographer’s future-seeing camera leads him to prevent disaster—then the government turns on him.

Why this is here

Plot structure labels: fast-paced · page-turner · hook-driven · breakneck pacing · midbook slowdown · two-part structure · before-and-after arc · interrogation-heavy middle · late climax · series setup · open-ended threads · reveals by degrees

Semantic match: ranked by plot structure

Distance: 0.1371

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