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Combine common axes
These books are ranked using the plot structure labels extracted for Ghosts.
Plot structure labels used: time jump, sequel continuation, middle installment, cliffhanger ending, parallel plotlines, mystery reveal, quest mission, action-driven, fast-paced
Focused on “action-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.
In a nuclear-scarred future, a human defender and an enhanced outsider must trust each other to survive a new war.
Why this is here
Plot structure labels: fast-paced · action-driven · quest narrative · mission-driven · twists and turns · time jump · rising stakes · cliffhanger feel · sequel bait
Semantic match: ranked by plot structure
Distance: 0.0932
In a domed future city, a monster-hunting gig worker gets pulled into an app-powered side hustle that upends her life.
Why this is here
Plot structure labels: fast-paced · quest-like · action-driven · cliffhanger ending · open ending · satisfying closure · underlying mystery · mixed episodic plot · repetitive jokes · second installment setup
Semantic match: ranked by plot structure
Distance: 0.1012
A resurrected rebel must uncover hidden clues, outwit a tyrannical Council, and bring freedom and shalom to her world.
Why this is here
Plot structure labels: final installment · sequel continuation · cliffhanger pickup · fast-paced · action-driven · twists and turns · mystery clues · quest narrative · satisfying ending · epilogue
Semantic match: ranked by plot structure
Distance: 0.1054
Years after a blinding catastrophe, a survivor’s son hunts mutating triffids and collides with a new power in America.
Why this is here
Plot structure labels: time jump · continuation sequel · multiple locations · cross-Atlantic journey · adventure arc · action-driven · quest narrative · twists and turns · open ending
Semantic match: ranked by plot structure
Distance: 0.1103
Ruby must leave the League on a dangerous cross-country mission to find Liam and uncover the truth behind the children’s disease.
Why this is here
Plot structure labels: mid-series sequel · time jump · action-driven · mission-based · journey plot · cliffhanger ending · revelation-driven · multiple twists · high-stakes escalation
Semantic match: ranked by plot structure
Distance: 0.1134
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: 0.1149
A boy and his sister follow clues from their missing archaeologist parents into a hidden world of ancient cultures, dinosaurs, and danger.
Why this is here
Plot structure labels: fast-paced · action-driven · quest narrative · mystery reveal · cliffhanger ending · series setup · twists and turns · withheld explanations · late revelations
Semantic match: ranked by plot structure
Distance: 0.1149
A human colony mission to Trappist-1 stumbles into hostile alien contact, forcing a desperate return to Earth.
Why this is here
Plot structure labels: series setup · cliffhanger ending · prologue feel · fast-paced · action-driven · time jumps · long journey frame · midstory tonal shift · setup for sequel
Semantic match: ranked by plot structure
Distance: 0.1161
Four elemental teen heroines chase a vanished enemy while corruption, secrets, and a new threat close in.
Why this is here
Plot structure labels: sequel continuation · time jump · quest narrative · investigation arc · mystery reveals · plot twists · cliffhanger ending · middle-book build · high-stakes escalation · withheld backstory
Semantic match: ranked by plot structure
Distance: 0.0861
A grieving boy stows away with space pirates and races across a war-torn galaxy to find his kidnapped father.
Why this is here
Plot structure labels: cliffhanger ending · sequel setup · flashbacks · dual timeline · backstory reveals · slow-burn start · action-driven · high-stakes quest · plot twists · withheld information · epilogue
Semantic match: ranked by plot structure
Distance: 0.1202
A teen cadet loses her place in the Navy, then chases a missing starship into a galaxy-spanning adventure.
Why this is here
Plot structure labels: cliffhanger ending · fast paced · action packed · quest structure · episodic adventures · multiple twists · mystery reveal · gradual clues
Semantic match: ranked by plot structure
Distance: 0.0992
A teenage survivor of killer rain hunts for her family and stumbles into an army secret that could change everything.
Why this is here
Plot structure labels: sequel continuation · direct follow-up · quest narrative · cat-and-mouse · twists and turns · fast-paced action · rushed ending · open ending · cliffhanger
Semantic match: ranked by plot structure
Distance: 0.1020
