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Combine common axes
These books are ranked using the plot structure labels extracted for Risked.
Plot structure labels used: series installment, contained adventure, cliffhanger ending, twists and turns, high-stakes chase, historical reveal, persistent mystery, mid-series escalation
This does not mean the books share the same plot, setting, quality, or difficulty. It means their plot structure embeddings are close.
A boy with unstable powers must stop a revenge-driven villain from destroying realities before the universe collapses.
Why this is here
Plot structure labels: series installment · cliffhanger ending · rising stakes · quest structure · multiple reveals · open ending
Semantic match: ranked by plot structure
Distance: 0.1150
A teenage underground quest turns more dangerous as Will’s group falls deeper into a low-gravity hidden world.
Why this is here
Plot structure labels: cliffhanger ending · series continuation · deepening mystery · escalating danger · multiple reveals · intercut viewpoints · action-driven · quest progression
Semantic match: ranked by plot structure
Distance: 0.1303
A solar flare cripples modern life in a Texas town, forcing one mother, her old love, and their neighbors to survive.
Why this is here
Plot structure labels: series cliffhanger · continuing storyline · open ending · high-stakes escalation · multi-perspective · twists and turns · first installment setup
Semantic match: ranked by plot structure
Distance: 0.1311
A battered young navy and its officers race to expose a hidden enemy and survive political sabotage after a home-system attack.
Why this is here
Plot structure labels: continuation · series installment · multiple storylines · interwoven arcs · parallel missions · investigation · reveal-driven · battle-driven · open-ended ending · cliffhanger-like
Semantic match: ranked by plot structure
Distance: 0.1408
A rebellious immortal mercenary is sent to a luxurious alien trade world where corruption, revolt, and war erupt.
Why this is here
Plot structure labels: series installment · episodic adventure · ongoing meta-plot · fast-paced · page-turner · plot twists
Semantic match: ranked by plot structure
Distance: 0.1479
In a near-future utopia, the last librarian races to save physical books before a government-led purge hides the truth.
Why this is here
Plot structure labels: high-stakes countdown · cliffhanger ending · series continuation · slow burn · fast-paced finale · twists and reveals · multiple factions · withheld information · convoluted intrigue · quest structure
Semantic match: ranked by plot structure
Distance: 0.1480
A fearful hacker on a dangerous Earth becomes the target of a deadly conspiracy and the alien warrior assigned to protect her.
Why this is here
Plot structure labels: series installment · continuation · chronological entry · journey narrative · mission-driven · action-heavy · mystery reveal · open-ended feel · abrupt ending
Semantic match: ranked by plot structure
Distance: 0.1495
A reluctant girl and her brother discover their eccentric uncle’s time-travel secret and race across history for a mythic prize.
Why this is here
Plot structure labels: quest narrative · cliffhanger ending · fast-paced · layered reveals · mystery-driven · multiple adventures · episodic travel · setup then escalation · series continuation
Semantic match: ranked by plot structure
Distance: 0.1496
A sarcastic survivor leads his family through a zombie apocalypse while a deadly vampire closes in from every side.
Why this is here
Plot structure labels: series installment · continuing saga · cliffhanger · backstory interludes · revelations · multiple perspectives · journey narrative · escape sequence
Semantic match: ranked by plot structure
Distance: 0.1513
A book-jumping duo enters a comic-book city to find a missing father and stop a shadowy villain.
Why this is here
Plot structure labels: series continuation · quest narrative · revelation driven · cliffhanger ending · chapter cliffhangers · plot twists · ramping conflict · multiple reveals · parallel backstories
Semantic match: ranked by plot structure
Distance: 0.1519
A young warrior must cross into the land of the dead to learn powerful words and stop an immortal dragon tyrant.
Why this is here
Plot structure labels: series conclusion · journey narrative · quest structure · rising stakes · fast-paced finale · twists and turns · open ending · cliffhanger · loose ends · unanswered questions · backstory reveals · time jumps
Semantic match: ranked by plot structure
Distance: 0.1531
As the Variants evolve and the world fractures, Team Ghost races to stop extinction with science, grit, and firepower.
Why this is here
Plot structure labels: series continuation · cliffhanger ending · multiple storylines · intercut perspectives · escalating threat · new characters introduced · mission-based · high-stakes buildup · propulsive pacing · series bridge
Semantic match: ranked by plot structure
Distance: 0.1531
