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These books are ranked using the characterization labels extracted for The Phlebotomist.
Characterization labels used: older protagonist, grandmother protagonist, female lead, competent heroine, badass heroine, mature protagonist, smart heroine, brave protagonist, determined protagonist, blood hacker, ex-marine hacker, orphan caretaker, child protector, naive protagonist (mixed)
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
In a surveillance-driven near future, a determined teen uses a powerful heir to try to rescue her vanished father.
Why this is here
Characterization labels: strong heroine · antiheroine · manipulative protagonist · determined protagonist · flawed heroine · smart heroine · witty heroine · cold-blooded heroine · naive love interest · heir character · hacker side character · protective mother · distant brother · absent father
Semantic match: ranked by characterization
Distance: 0.1018
A steampunk adventurer races across continents to rescue a friend’s family and stop a secretive power grab.
Why this is here
Characterization labels: female lead · strong heroine · capable protagonist · cold protagonist · badass heroine · precocious child · smart child · adventurer · archaeologist · villainous mastermind · female enforcer · mysterious ally
Semantic match: ranked by characterization
Distance: 0.1178
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: 0.1211
A psychic supersoldier escapes her makers, joins a wary ship crew, and races to uncover who betrayed her.
Why this is here
Characterization labels: badass heroine · overpowered protagonist · ruthless protagonist · angry protagonist · damaged protagonist · mistrustful protagonist · loner · psychic supersoldier · engineered weapon · misfit crew
Semantic match: ranked by characterization
Distance: 0.1213
A hacker aboard a post-war starship chases traitors while fighting a stubborn, protective alien and her own feelings.
Why this is here
Characterization labels: hacker heroine · weapons expert · protective hero · grumpy hero · sunshine heroine · quiet hero · emotionally open heroine · emotionally guarded hero · capable but self-doubting heroine · found family crew · telepathic character · bounty hunter · former soldier · team specialist · competent side characters
Semantic match: ranked by characterization
Distance: 0.1250
A secret team of immortal mercenaries takes on dangerous missions while trying to stay hidden in the modern world.
Why this is here
Characterization labels: immortal protagonist · team leader · badass heroine · female lead · one-dimensional characters · underdeveloped characters · believable characters · different ages · reserved protagonist · group dynamic
Semantic match: ranked by characterization
Distance: 0.1262
A betrayed heroine fights a corrupt corporation, battles trust issues, and risks everything to win back love and freedom.
Why this is here
Characterization labels: female protagonist · kickass heroine · antiheroic heroine · manipulative · resourceful · witty · flawed heroine · hacker · loyal friend · protective love interest · sassy protagonist · vulnerable heroine · determined protagonist · morally conflicted · badass heroine
Semantic match: ranked by characterization
Distance: 0.1267
After a plague kills all adults, a resourceful girl builds a refuge for surviving kids and fights rival gangs for control.
Why this is here
Characterization labels: female protagonist · child leader · resourceful heroine · self centered protagonist · bossy protagonist · flawed heroine · ambitious leader · young leader · little brother guardian
Semantic match: ranked by characterization
Distance: 0.1267
An isolated security specialist guards a rising politician while corruption, unrest, and covert threats push the government toward crisis.
Why this is here
Characterization labels: competent protagonist · bland protagonist · reserved protagonist · highly capable lead · mature protagonist · female partner · strong female lead · security specialist · politician · mentor figure · corrupt officials · revolutionaries
Semantic match: ranked by characterization
Distance: 0.1269
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: 0.1272
An unusually gifted orphan flees a controlled upbringing and finds herself pulled into a dangerous far-future crew.
Why this is here
Characterization labels: teen heroine · overpowered protagonist · gifted child · badass girl · naive heroine · loyal protagonist · shy protagonist · resourceful survivor · superhuman growth · young soldier · transhuman protagonist
Semantic match: ranked by characterization
Distance: 0.1277
A teen security trainee hiding a fake death must outwit aliens and a murderous ex-friend before rescue arrives.
Why this is here
Characterization labels: teen heroine · snarky heroine · feisty heroine · gifted hacker · security trainee · junior officer · determined protagonist · maturing protagonist · competent teen · protective heroine · sarcastic narrator · strong female lead · mischievous protagonist
Semantic match: ranked by characterization
Distance: 0.1283
