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Combine common axes
These books are ranked using the plot structure labels extracted for We All Looked Up.
Plot structure labels used: multiple POV, alternating chapters, ensemble narrative, intertwined stories, open ending, slow build, character-driven, philosophical asides
Focused on “ensemble narrative” 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.
In a feudal realm of shifting seasons, rival houses battle for power while a northern threat and buried secrets rise.
Why this is here
Plot structure labels: multiple POV · chapter rotation · cliffhangers · interwoven threads · ensemble narrative · expanding scope · shifting perspectives · slow build · open ending · setup volume
Semantic match: ranked by plot structure
Distance: 0.0752
A Maine town is suddenly sealed inside an invisible dome, forcing its people into a deadly struggle for power and survival.
Why this is here
Plot structure labels: ensemble narrative · multiple points of view · parallel storylines · slow build · high tension · cliffhanger ending · open ending · sectioned structure · character-driven conflict
Semantic match: ranked by plot structure
Distance: 0.0871
A teenage girl falls through a portal into a queer matriarchal world and gets swept into rebellion and politics.
Why this is here
Plot structure labels: ensemble narrative · multiple POV · braided structure · shifting perspective · slow start · gradual escalation · political plot · quest arc · frame of discovery · open ending · cliffhanger ending · series setup
Semantic match: ranked by plot structure
Distance: 0.0916
In 2050, three women become entangled in a climate-proof city where a billionaire’s feminist utopia hides darker control.
Why this is here
Plot structure labels: multiple POVs · ensemble narrative · timeline spanning decades · time jumps · slow-burn reveal · parallel storylines · interwoven arcs · open ending · unexpected turns · gradual moral unraveling
Semantic match: ranked by plot structure
Distance: 0.0959
In 2119 New York, five privileged teens face fallout, secrets, and a police investigation in a twisty trilogy finale.
Why this is here
Plot structure labels: ensemble narrative · multiple POV · interlocking storylines · slow build · recap-heavy · end-loaded · twist-driven · prologue-epilogue mirror · loose ends tied up · converging threads
Semantic match: ranked by plot structure
Distance: 0.0967
A resurrected soldier hunts a rogue AI across a brutal far-future warzone as alien and machine agendas collide.
Why this is here
Plot structure labels: multiple POV · interwoven subplots · ensemble narrative · nonlinear reveals · flashbacks · cliffhanger ending · middle-book setup · accelerating finale · transition book · cross-cut chapters · mystery-driven · withheld motives
Semantic match: ranked by plot structure
Distance: 0.0988
A Maine town is trapped under an invisible barrier, and isolation turns neighbors into rivals in a fight for control.
Why this is here
Plot structure labels: ensemble narrative · multiple storylines · multiple perspectives · slow build · rising chaos · rapid escalation · crosscut chapters · open-ended mystery
Semantic match: ranked by plot structure
Distance: 0.1020
In a matriarchal future where men are only 11% of society, four women’s lives collide amid ritual, control, and secrets.
Why this is here
Plot structure labels: multiple POV · interwoven storylines · four protagonists · alternating chapters · slow build · worldbuilding-heavy · secret reveal · intersecting lives
Semantic match: ranked by plot structure
Distance: 0.0721
A disgraced psychic family reunites under pressure from the CIA, the mob, and a new awakening talent.
Why this is here
Plot structure labels: dual timeline · multiple POV · alternating chapters · flashbacks · intercut past and present · ensemble narrative · slow reveal · interlocking subplots · gradual convergence · twist ending · builds to climax
Semantic match: ranked by plot structure
Distance: 0.1036
In a neo-Victorian future, a grieving teen falls for a sentient zombie soldier amid war, secrets, and unrest.
Why this is here
Plot structure labels: multiple POV · alternating chapters · first-person narration · slow build · action spike · expository opening · worldbuilding-heavy · midbook drag
Semantic match: ranked by plot structure
Distance: 0.0790
In near-future Korea, a discarded robot jockey and a grieving family try to save an overworked racehorse.
Why this is here
Plot structure labels: multiple POVs · character-driven · slow pace · quiet climax · last-act turn · interwoven backstories · limited worldbuilding · slice-of-life structure
Semantic match: ranked by plot structure
Distance: 0.0794
In a dying future city, a defiant young woman challenges a tyrant uncle and a system built on control over birth and death.
Why this is here
Plot structure labels: multiple POVs · alternating perspectives · short chapters · fast-paced · brief format · rushed ending · faithful adaptation · retelling structure · tragic inevitability · abrupt ending
Semantic match: ranked by plot structure
Distance: 0.0806
