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Combine common axes
These books are ranked using the plot structure labels extracted for A Neon Darkness.
Plot structure labels used: character-driven, origin narrative, prequel, slow burn, flashbacks, major action ending
Focused on “character-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.
A teenage thief in Cairo flees a soul-stealing villain while uncovering her heritage and learning to control her powers.
Why this is here
Plot structure labels: origin retelling · journey narrative · road trip · slow build · action-light middle · rushed ending · open ending · revelations about heritage · mentor-led turn · character-driven
Semantic match: ranked by plot structure
Distance: 0.1418
A modern Superman origin retelling that follows Clark Kent from Smallville to Metropolis as he becomes a symbol of hope.
Why this is here
Plot structure labels: flashback-driven · bookended · origin recap · dual-origin parallel · cause-and-effect backstory · slow build · character-first · finale payoff
Semantic match: ranked by plot structure
Distance: 0.1242
An alien who grew up on Earth warns of an invasion no one believes—until the signal arrives and her warning turns real.
Why this is here
Plot structure labels: prologue reveal · countdown structure · slow burn · character-driven · invasion payoff · first-person narrative · past-to-present jump
Semantic match: ranked by plot structure
Distance: 0.1618
Qui-Gon Jinn and young Obi-Wan face a political mission and a possible parting that will test their bond.
Why this is here
Plot structure labels: mission framework · political intrigue · character-driven · slow burn · flashbacks · multiple POV · foreshadowing · twists · epilogue · prequel setup
Semantic match: ranked by plot structure
Distance: 0.1625
A neglected 58-year-old father is transformed by an alien accident into a cyborg and must decide what to do with his new power.
Why this is here
Plot structure labels: setup volume · origin story · slow burn · dual protagonist · character study · climactic reveal · hook ending · power awakening
Semantic match: ranked by plot structure
Distance: 0.1406
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: 0.1415
A hunted immortal teen is captured for experiments and pulled deeper into the hidden world of demi-humans.
Why this is here
Plot structure labels: slow-burn setup · mystery reveal · flashback insert · prequel chapter · bonus chapter · action escalation · withheld origins · layered narrative
Semantic match: ranked by plot structure
Distance: 0.1423
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: 0.1434
A scarred plague survivor discovers dangerous powers and is pulled into a brutal struggle for power, trust, and revenge.
Why this is here
Plot structure labels: origin story · villain arc · multiple POV · flashbacks · cliffhanger ending · reveal-driven
Semantic match: ranked by plot structure
Distance: 0.1443
A reimagined Superman origin follows a class-divided Kryptonian survivor fighting exploitation on Earth with a sentient suit.
Why this is here
Plot structure labels: origin story · dual timeline · flashbacks · setup heavy · worldbuilding first · cliffhanger ending · slow burn · teases future reveals · exposition driven
Semantic match: ranked by plot structure
Distance: 0.1458
A modern Superman origin follows Clark Kent as he seeks his place, discovers purpose, and faces an alien threat.
Why this is here
Plot structure labels: flashbacks · dual timeline · slow build · action climax · origin retelling · set-up for sequel · epilogue setup · compressed pacing · first act job search
Semantic match: ranked by plot structure
Distance: 0.1458
Two lonely strangers discover their orgasms stop time, then use the impossible power for sex, love, and a bank heist.
Why this is here
Plot structure labels: origin story · dual backstory · nonlinear narrative · flashbacks · intercut timelines · exposition heavy · slow build · cliffhanger ending · series launch · reveal-based
Semantic match: ranked by plot structure
Distance: 0.1490
