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Combine common axes
These books are ranked using the plot structure labels extracted for Frozen.
Plot structure labels used: quest narrative, road trip, journey arc, high action, fast paced, twists, slow build, series setup, cliffhanger ending, reveal-driven
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.
A widowed accountant survives an alien abduction event and follows his wife's clues on a quest to save Earth.
Why this is here
Plot structure labels: fast paced · quest structure · road trip · twists and turns · cliffhanger ending · series setup · withheld revelations
Semantic match: ranked by plot structure
Distance: 0.0619
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: 0.0923
A Bible-quoting gunslinger crosses a ruined future Earth, hunting Jerusalem and battling human and supernatural evil.
Why this is here
Plot structure labels: quest narrative · episodic journey · action-driven · fast-paced · multiple climaxes · self-contained arc · series setup · withholds backstory · surprise reveals
Semantic match: ranked by plot structure
Distance: 0.1036
A mechanic and a mage flee assassins across a guild-controlled world while uncovering their planet’s hidden past.
Why this is here
Plot structure labels: series installment · transitional volume · slow reveal · cliffhanger ending · road narrative · action-driven · quest chain · midseries reveal · travelogue structure · ongoing arc
Semantic match: ranked by plot structure
Distance: 0.1064
A rogue thief and a dragon prince strike a dangerous bargain across rival worlds, where magic is harvested from bodies.
Why this is here
Plot structure labels: multi-POV · travel quest · journey narrative · action-driven · fast-paced · twists · revelations withheld · gradual worldbuilding · series setup · open ending · stopping point
Semantic match: ranked by plot structure
Distance: 0.1066
A snarky mercenary and an energy-wielding arcanist team up in alien-ravaged Earth to recover what they’ve lost.
Why this is here
Plot structure labels: fast-paced · action-driven · quest narrative · road trip · ongoing series setup · in medias res · few flashbacks · exposition dumps · nonstop action
Semantic match: ranked by plot structure
Distance: 0.1108
In post-nuclear Los Angeles, a former cult deprogrammer-musician must infiltrate a sinister sect to rescue his lost love.
Why this is here
Plot structure labels: journey narrative · quest story · mystery reveal · slow build · steady pacing · revelation-driven · action-driven · travelogue
Semantic match: ranked by plot structure
Distance: 0.1114
A scavenger girl with a hidden power and a robot-like outsider flee a broken future while unraveling her past.
Why this is here
Plot structure labels: fast-paced · action-driven · quest structure · multiple twists · slow-burn opening · flashbacks · episodic pursuit · cliffhanger ending · series setup · revelation-heavy
Semantic match: ranked by plot structure
Distance: 0.1127
A teen midwife in a harsh walled future risks everything to rescue her arrested parents and uncover her society’s secrets.
Why this is here
Plot structure labels: quest narrative · mystery unfolding · code breaking · secrets revealed gradually · escape and infiltration · open ending · cliffhanger · series setup · action-driven · slow build
Semantic match: ranked by plot structure
Distance: 0.1132
An archaeologist is pulled into a chaotic time-travel chase to undo history-warping thefts before the future unravels.
Why this is here
Plot structure labels: fast-paced · road trip structure · episodic travel · back-and-forth timeline · quest narrative · race to fix history · catastrophe escalation · series setup · standalone arc · cliffhanger feel
Semantic match: ranked by plot structure
Distance: 0.0851
A reluctant girl and her brother discover their eccentric uncle’s time-travel secret and race across history for a mythic prize.
Why this is here
Plot structure labels: quest narrative · cliffhanger ending · fast-paced · layered reveals · mystery-driven · multiple adventures · episodic travel · setup then escalation · series continuation
Semantic match: ranked by plot structure
Distance: 0.0853
A divinely bound warrior joins a rival on a relic hunt, secretly plotting to kill the goddess who controls her.
Why this is here
Plot structure labels: quest narrative · travelogue · investigation · mystery reveal · betrayal-driven · cliffhanger ending · action-heavy opening · action-heavy ending · twist-heavy · series setup
Semantic match: ranked by plot structure
Distance: 0.0932
