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These books are ranked using the characterization labels extracted for Curtsies & Conspiracies.
Characterization labels used: intelligent heroine, resourceful heroine, curious heroine, devious heroine, mischievous heroine, Mary Sue (contested), self-assured heroine, proactive characters, good-hearted boy, evil genius students
Focused on “brooding hero” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A memory-haunted student navigates deadly university testing, political intrigue, and a growing resistance in a controlled future society.
Why this is here
Characterization labels: smart protagonist · overpowered protagonist · perfect heroine · resourceful heroine · stubborn heroine · analytical heroine · chosen one · student protagonist · young leader · moral protagonist
Semantic match: ranked by characterization
Distance: 0.0936
A winged courier in a rigid city-state is pulled from a rescue into murder, sabotage, politics, and tangled romance.
Why this is here
Characterization labels: strong heroine · capable protagonist · resourceful heroine · curious protagonist · grumpy love interest · charming rival · brooding hero · outcast noble · working-class protagonist · multifaceted characters
Semantic match: ranked by characterization
Distance: 0.1262
In a ruined future America, a chosen graduate must survive a deadly university selection process while learning whom to trust.
Why this is here
Characterization labels: smart heroine · resourceful heroine · kindhearted protagonist · trusting protagonist · vulnerable protagonist · strong-willed protagonist · male love interest · competitors · future leaders · mentor figures · ruthless candidates
Semantic match: ranked by characterization
Distance: 0.1018
Eight months into marriage, Mina investigates a murder while Rhys struggles to protect her without losing her.
Why this is here
Characterization labels: competent heroine · female investigator · protective hero · alpha male · smart heroine · fiercely independent heroine · vulnerable hero · brooding hero · capable police inspector · determined detective · awkward constable · tinker child
Semantic match: ranked by characterization
Distance: 0.1418
A teen trapped in a supermodel’s body races to expose a deadly corporate secret before it destroys everyone she loves.
Why this is here
Characterization labels: smart heroine · impulsive heroine · whiny heroine · resourceful heroine · strong female lead · bad boy love interest · protective hero · morally gray villain · power-hungry heir · supportive sister · comic relief friend · skeptical parent
Semantic match: ranked by characterization
Distance: 0.1159
A spaceborne princess must choose a wealthy match to save her family—until her lost first love reenters the season.
Why this is here
Characterization labels: resourceful heroine · smart heroine · practical heroine · feminist heroine · princess heroine · privileged protagonist · curvy heroine · smart inventor · engineering-minded protagonist · feisty heroine · snarky heroine · less-than-perfect hero · drunken father · flighty sister · secondary character depth · villainous relative
Semantic match: ranked by characterization
Distance: 0.1170
A human girl is mistaken for an alien princess and forced into a dangerous courtly deception that could spark war.
Why this is here
Characterization labels: strong heroine · smart heroine · sassy heroine · witty heroine · resourceful protagonist · reluctant participant · protective bodyguard · brooding prince · cold fiancé · alpha protector · rebellious heroine · realistic heroine · good girl / bad boy tension
Semantic match: ranked by characterization
Distance: 0.1178
A gifted teen girl in a rigid hold flees abuse, then discovers fire lizards and a path to belonging.
Why this is here
Characterization labels: gifted heroine · resourceful heroine · sensitive protagonist · misunderstood youth · abused child · strong female lead · artistic protagonist · independent heroine
Semantic match: ranked by characterization
Distance: 0.1184
A fifteen-year-old heir escapes forced marriage by joining a starship navy where sailing, rank, and danger rule.
Why this is here
Characterization labels: competent heroine · young protagonist · strong female lead · plucky heroine · driven protagonist · naive newcomer · quick learner · command potential · teen protagonist · idealistic
Semantic match: ranked by characterization
Distance: 0.1200
A teen girl who dies and is mysteriously revived races a ticking countdown and a hidden FBI case to stop disaster.
Why this is here
Characterization labels: smart heroine · strong heroine · snarky heroine · resourceful heroine · overachieving student · family caretaker · workaholic father · bipolar mother · mysterious love interest · stoner facade · bad-boy facade · loyal best friend · protective friend · secretive characters · brave protagonist · mature beyond age
Semantic match: ranked by characterization
Distance: 0.1203
A newly graduated necromancer is sent to a remote village, where oddities force her to protect a town that fears her.
Why this is here
Characterization labels: aristocratic heroine · intelligent heroine · arrogant protagonist · snarky protagonist · ambitious protagonist · female necromancer · strong female lead · character growth · snobby academic · reluctant protector
Semantic match: ranked by characterization
Distance: 0.1219
A truth-seeing space princess must outwit court conspiracies, war, and an arranged marriage to save herself and her realm.
Why this is here
Characterization labels: smart heroine · snarky heroine · resourceful protagonist · curious protagonist · courageous protagonist · teen princess · plucky princess · female bodyguards · loyal allies · political operator · wisecracking cast · villainous regent
Semantic match: ranked by characterization
Distance: 0.1231
