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Combine common axes
These books are ranked using the plot structure labels extracted for Yce.
Plot structure labels used: Series installment, Linked standalones, Ongoing storyline, Quest structure, Survival journey, Slow burn, Action-driven, High-stakes escape, Near-death encounters, Late romance, Cliffhanger thread
Focused on “battle-driven” 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.
An orphaned kid tries to keep his found family together when a radio signal promises other survivors.
Why this is here
Plot structure labels: quest setup · new information reveal · rising stakes · cliffhanger ending · episodic adventures · battle-driven · interrupted by visions · slow-burn series installment
Semantic match: ranked by plot structure
Distance: 0.1317
A rebellious teen crosses a walled wasteland to find her missing father, guarded by the boy she once loved.
Why this is here
Plot structure labels: dual POV · alternating chapters · action-driven · slow build · cliffhanger chapters · twists · journey quest · survival quest · repeated failures · high-stakes reveal · series setup · unanswered questions
Semantic match: ranked by plot structure
Distance: 0.1193
In a multiverse-spanning quest, a large cast races to decode a missing map before reality itself unravels.
Why this is here
Plot structure labels: series continuation · converging timelines · multi-thread narrative · intercut storylines · quest progression · recap-heavy · slow build · cliffhanger
Semantic match: ranked by plot structure
Distance: 0.1205
A suspended peace unravels as a young visionary hunts a hidden enemy, family truths, and her own uncertain heart.
Why this is here
Plot structure labels: series continuation · quest narrative · cliffhanger ending · slow burn setup · reveal-driven · twist-heavy · second-half acceleration
Semantic match: ranked by plot structure
Distance: 0.1219
In a London overrun by adult monsters, a band of children must cross the city to reach a rumored safe haven.
Why this is here
Plot structure labels: quest narrative · multiple storylines · parallel plotlines · fast-paced · action-driven · episodic violence · open ending · series setup · unresolved questions · constant danger · shifting perspectives · parallel survival thread
Semantic match: ranked by plot structure
Distance: 0.1271
An ex-lawyer and an exiled alien warrior find refuge, love, and family after an alien abduction and crash landing.
Why this is here
Plot structure labels: dual couple arc · multiple couples · standalone installment · slow burn romance · quest narrative · escape and rescue · courtroom conflict · past-consequences reveal · HEA ending · epilogue
Semantic match: ranked by plot structure
Distance: 0.1280
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: 0.1286
In a demon-war academy, a gifted crafter pushes into heroism, guild-building, and mythic-level power.
Why this is here
Plot structure labels: slow burn · series installment · ongoing arc · slice of life · power escalation · side quest feel · contained timeline · interstitial training · setup payoff · teased romance
Semantic match: ranked by plot structure
Distance: 0.1288
An archaeologist’s cave discovery links New Mexico to Antarctica, igniting a globe-spanning race and a nuclear crisis.
Why this is here
Plot structure labels: cliffhanger ending · series setup · quest narrative · slow build · late twist · multiple subplots · cross-cutting POV · short chapters · chapter cliffhangers · rushed ending · open ending · reveal-driven
Semantic match: ranked by plot structure
Distance: 0.1298
Nicci, Nathan, and Bannon reach a hidden city where magic, slavery, and rebellion threaten Nathan’s chance to regain his power.
Why this is here
Plot structure labels: sequel continuation · journey quest · single-city arc · cliffhanger ending · parallel subplot · slow burn · setup for next book · midseries installment · quest progression
Semantic match: ranked by plot structure
Distance: 0.1304
Three teen friends pursue a hidden underground civilization, where a genius’s invention leads them into bigger dangers.
Why this is here
Plot structure labels: series progression · journey quest · slow build · action-heavy climax · cliffhanger ending · growing tension · revelation-driven · travel sequence · investigation arc · chapter cliffhangers
Semantic match: ranked by plot structure
Distance: 0.1311
A desperate human woman crash-lands on a brutal desert planet and slowly bonds with the alien warrior who finds her.
Why this is here
Plot structure labels: slow burn · extended setup · journey narrative · survival arc · communication delay · gradual bonding · reveal-driven · series setup · rushed ending · episodic danger
Semantic match: ranked by plot structure
Distance: 0.1325
