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Combine common axes
These books are ranked using the plot structure labels extracted for Star Wars: Red Harvest.
Plot structure labels used: prequel, origin story, ensemble cast, multiple POVs, short chapters, fast-paced, survival chase, outbreak escalation, monster reveal, action-heavy
Focused on “cliffhanger” 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.
After hurricanes flood Houston, a police sergeant fights zombies, chaos, and family danger as the city collapses.
Why this is here
Plot structure labels: prequel · origin story · outbreak arc · multiple POV · ensemble cast · slow build · action-driven · descent into chaos · standalone-friendly
Semantic match: ranked by plot structure
Distance: 0.0681
A trainee anchor’s thesis on time-bending collides with a failed exam, a grudged professor, and a stranger named Peri.
Why this is here
Plot structure labels: prequel · teaser · setup story · cliffhanger · open ending · partial backstory · introductory reveal · action-driven · fast-paced · limited scope
Semantic match: ranked by plot structure
Distance: 0.1421
A rogue CIA assassin revived by a dark entity must fight his violent impulses while stopping a global attack.
Why this is here
Plot structure labels: origin story · prequel structure · multi-perspective · multiple POV · fast-paced · action-driven · short chapters · high body count · ongoing escalation · interlocking plotlines · international conspiracy · twists
Semantic match: ranked by plot structure
Distance: 0.1172
A regular guy inherits a superhero’s cloak and chooses a career as a not-very-evil supervillain for profit.
Why this is here
Plot structure labels: origin story · series setup · open ending · cliffhanger · episodic encounters · fast-paced · chaotic escalation · setpiece driven · twist-heavy · set up for sequel
Semantic match: ranked by plot structure
Distance: 0.1511
After gravity vanishes, a delivery girl gets pulled into her father’s dangerous plan to change the world again.
Why this is here
Plot structure labels: origin story · setup-heavy · cliffhanger · fast paced · ongoing arc · mystery reveal · worldbuilding first · escalating conflict
Semantic match: ranked by plot structure
Distance: 0.1516
A princess is forced into a deadly televised game after a political marriage goes wrong, and must survive betrayal.
Why this is here
Plot structure labels: prequel · origin story · spinoff setup · cliffhanger · late action start · twists · secrets revealed gradually · nonstop danger · working backward
Semantic match: ranked by plot structure
Distance: 0.1539
A conspiracy-obsessed man is recruited into a secret agency battling belief-fueled lies that can remake reality.
Why this is here
Plot structure labels: origin story · slow burn · exposition-heavy · episodic · teaser ending · first arc · cliffhanger · worldbuilding
Semantic match: ranked by plot structure
Distance: 0.1554
As the alien invasion turns public, the Garde race across split fronts to stop annihilation and uncover buried secrets.
Why this is here
Plot structure labels: dual POV · multi-POV · alternating POV · split storyline · parallel threads · battle buildup · action heavy · flashbacks · backstory reveal · origin reveal · cliffhanger · penultimate setup · finale setup · big ending · twists and turns
Semantic match: ranked by plot structure
Distance: 0.1569
A caving expedition in the Australian outback uncovers a hidden predator, and the team must survive the dark below.
Why this is here
Plot structure labels: prologue reveal · early monster reveal · fast-paced · action-heavy · multi-POV · multiple victims · exposition-heavy · predictable turns · relentless escalation
Semantic match: ranked by plot structure
Distance: 0.1284
A CIA-backed team takes on corrupt, all-powerful superheroes in a brutally satirical, adult antihero comic.
Why this is here
Plot structure labels: origin story · team introduction · slow reveal · ensemble introduction · mystery setup · background withholding · escalating shock · ongoing series setup
Semantic match: ranked by plot structure
Distance: 0.1373
A gentle gas-station clerk with secret powers sees his quiet good deeds turn into a public crisis.
Why this is here
Plot structure labels: origin story · reveal-driven · outing inciting incident · third-act escalation · twist reveal · road to origins · fast-paced · brief arc · standalone arc · serial setup
Semantic match: ranked by plot structure
Distance: 0.1418
A reluctant ex-Jedi and a rebel agent are forced into alliance against an Imperial efficiency plan that could doom a world.
Why this is here
Plot structure labels: prequel · slow burn · multi-POV · action-adventure · escalating crisis · team-up · reveals by degrees · final act payoff · limited scope
Semantic match: ranked by plot structure
Distance: 0.1419
