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Combine common axes
These books are ranked using the characterization labels extracted for The Queen's Gambit.
Characterization labels used: kick-ass heroine, smart heroine, strong heroine, capable leader, female lead, resourceful, self-sacrificing, protector, cunning hero, kind hero, competent characters, badass heroine
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A troubled teen with a dangerous hidden side joins a misfit steampunk team racing to stop a machine-based conspiracy.
Why this is here
Characterization labels: kick-ass heroine · strong heroine · dual-natured protagonist · stubborn heroine · independent heroine · brilliant inventor · protective leader · mysterious rogue · tortured ally · outcast group · smart female character
Semantic match: ranked by characterization
Distance: 0.0680
In a dangerous supernatural war, Bethany Anne’s team pushes a rescue mission while expanding its reach and power.
Why this is here
Characterization labels: strong heroine · badass heroine · female lead · alpha heroine · smart heroine · protective leader · found-family leader · snarky companion · loyal companion · ass-kicking team · brooding villains
Semantic match: ranked by characterization
Distance: 0.0812
A kidnapped Earth woman and an alien ruler clash, then fall hard while trapped by alien law and a dangerous former bond.
Why this is here
Characterization labels: strong heroine · feisty heroine · kick-ass heroine · street-smart heroine · abducted woman · alpha male · protective male · ruler · warrior · alpha hero · tough heroine · desperate survivor · honorable hero · jealous female rival
Semantic match: ranked by characterization
Distance: 0.0893
A Terran space marine and an Eon warrior clash over stolen sacred gems, then join forces against a deadly alien threat.
Why this is here
Characterization labels: badass heroine · alpha hero · competent warriors · strong-willed · competitive · protective · grumpy hero · feisty heroine · stoic warrior · resourceful · mission-driven · emotionally guarded
Semantic match: ranked by characterization
Distance: 0.0932
A weather-controlling heroine’s engagement triggers a deadly new threat that even her Djinn lover cannot see.
Why this is here
Characterization labels: strong heroine · kick-ass heroine · impulsive protagonist · reckless protagonist · devoted lover · inconsistent love interest · powerful male lead · supportive best friend · headstrong leader · moral conflict · competent heroine · survival-focused
Semantic match: ranked by characterization
Distance: 0.0944
A grief-stricken teen is pulled into a secret, deadly game to fight aliens, with no training and no easy answers.
Why this is here
Characterization labels: kick-ass heroine · smart heroine · sarcastic protagonist · control freak protagonist · mysterious leader · brooding love interest · bad boy · strong heroine · damaged protagonist · teen ensemble · protective hero · secretive character
Semantic match: ranked by characterization
Distance: 0.1004
A tough human Marine and an alien warrior clash, spy, and mate amid space danger and shifting loyalties.
Why this is here
Characterization labels: strong heroine · kickass heroine · female soldier · Marine officer · older heroine · divorcee · alpha hero · alien warrior · stubborn leads · protective hero · possessive hero · honorable warrior · persistent suitor · badass heroine · hard-as-nails
Semantic match: ranked by characterization
Distance: 0.1020
A scarred cyborg interrogates a captured human soldier who may be a spy—or the key to his people’s past.
Why this is here
Characterization labels: kickass heroine · smart heroine · sarcastic heroine · bold heroine · selfless heroine · independent heroine · competent heroine · damaged hero · scarred hero · broody hero · gruff hero · loner · interrogator · soldier · hacker · pilot · tortured hero · trust issues
Semantic match: ranked by characterization
Distance: 0.1023
A Terran captain and an Eon warrior must work together on war games while sabotage and alien attacks push them together.
Why this is here
Characterization labels: strong heroine · kick-ass heroine · strong hero · stoic hero · arrogant hero · feisty heroine · opinionated heroine · dedicated captain · loyal warrior · protective partner · career military · headstrong · competitive · scrappy · resilient · honorable · emotionally guarded · relationship avoidant · leader
Semantic match: ranked by characterization
Distance: 0.1028
Abducted from Earth and sold as a pet, Giselle must survive an alien war society and rethink her place in it.
Why this is here
Characterization labels: strong heroine · brave heroine · smart heroine · feisty heroine · independent heroine · warrior hero · alpha hero · protective hero · honorable hero · possessive hero · kind captor · fierce female lead · competent heroine · authoritarian hero · villainous captor · side characters
Semantic match: ranked by characterization
Distance: 0.1041
In a shattered multiverse, Janelle races against five days to stop kidnappings, clear Ben’s name, and save everyone she loves.
Why this is here
Characterization labels: strong heroine · kick-ass heroine · brave protagonist · smart heroine · resourceful · determined · selfless · protective · cynical · sarcastic · matured · emotionally wounded · brooding · arrogant agent · loyal ally · comedic relief · secondary characters
Semantic match: ranked by characterization
Distance: 0.1046
A dying teen corporate mindwalker turns fugitive and infiltrates a rebel group to uncover a conspiracy before time runs out.
Why this is here
Characterization labels: badass heroine · snarky protagonist · witty protagonist · ambitious protagonist · brainwashed protagonist · morally conflicted protagonist · rebel leader · anti-corporate activist · loyal friend · fierce female lead · high-competence lead · imperfect heroine · dangerous love interest
Semantic match: ranked by characterization
Distance: 0.1054
