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These books are ranked using the characterization labels extracted for Ink.
Characterization labels used: teen protagonist, moral innocence, naive heroine, headstrong heroine, self-doubt, mentor figure, best friend, love interest, authoritative mother, mystery-keeper
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A teen who forgets each day but sees the future must navigate love, secrets, and a dark mystery.
Why this is here
Characterization labels: teen heroine · psychic protagonist · amnesiac protagonist · strong heroine · likable heroine · judgey heroine · best friend · sweet love interest · perfect boy · secretive mother · absent father · mean girl · protective boyfriend
Semantic match: ranked by characterization
Distance: 0.0913
A chip-bound teen must uncover who controls her mind before a hidden enemy turns her own body into a weapon.
Why this is here
Characterization labels: teen protagonist · whiny protagonist · strong-willed heroine · moral ambiguity · mystery antagonist · manipulative ally · younger brother · loyal friend · new love interest
Semantic match: ranked by characterization
Distance: 0.0995
In a sealed sector facing cyborg annihilation, a teen races against a 15-day countdown to survive and resist.
Why this is here
Characterization labels: teen heroine · feisty heroine · strong female lead · impulsive protagonist · resigned protagonist · brave heroine · mysterious boy · depressed mother · frightened best friend · protective father · stubborn protagonist
Semantic match: ranked by characterization
Distance: 0.1020
A teen girl on a failing generation ship uncovers hidden truths and races to save her people before the air runs out.
Why this is here
Characterization labels: teen heroine · curious protagonist · determined protagonist · naive protagonist · strong female lead · brother sister duo · love interest · best friend · rebel group · chosen one · morally gray authority
Semantic match: ranked by characterization
Distance: 0.1021
A teenage time traveler is swept into 18th-century missions, secrets, and a chaotic romance that keeps shifting under her feet.
Why this is here
Characterization labels: teen heroine · reluctant hero · love interest · sarcastic narrator · immature protagonist · arrogant suitor · comic sidekick · supportive best friend · secretive authority figures · antagonistic relatives · competent companion
Semantic match: ranked by characterization
Distance: 0.1024
A teen wakes from a coma with missing memories and uncovers a shocking secret about her body, family, and humanity.
Why this is here
Characterization labels: teen protagonist · introspective heroine · curious protagonist · sympathetic characters · controlling parents · grandmother figure · shady characters · morally conflicted adults · illicit existence
Semantic match: ranked by characterization
Distance: 0.1036
A teen time-traveler breaks the rules to save her mother, then wakes in a radically altered life full of secrets.
Why this is here
Characterization labels: teen heroine · determined protagonist · self-sacrifice · impulsive protagonist · morally conflicted heroine · strong female lead · emotionally confused protagonist
Semantic match: ranked by characterization
Distance: 0.1093
A teen mind reader is drawn into a hidden community of her kind, where trust and freedom may cost everything.
Why this is here
Characterization labels: teen heroine · mind reader · freak · outsider · whiny protagonist · insecure protagonist · naive protagonist · strong heroine · compassionate heroine · mysterious love interest · controlling grandmother · mentor figure · popular girl · troubled father figure
Semantic match: ranked by characterization
Distance: 0.1097
A memory-perfect teen must stop a thief stealing lives—while her own memories begin to vanish.
Why this is here
Characterization labels: teen protagonist · female lead · genetically enhanced · smart heroine · flawed heroine · growth arc · love interest · supportive boy · preacher's son · protective lead · morally grounded
Semantic match: ranked by characterization
Distance: 0.1129
In a post-war America ruled by Moral Statutes, a teen girl flees to save her mother—with her first love now on the other side.
Why this is here
Characterization labels: teen heroine · rebellious mother · brooding soldier · tortured love interest · impulsive protagonist · naive protagonist · strong heroine · survivor · protective hero · moralistic authority figures
Semantic match: ranked by characterization
Distance: 0.1141
In a post-virus matriarchy, a teenage girl discovers an impossible boy and must question everything her world taught her.
Why this is here
Characterization labels: teen girl protagonist · naive protagonist · curious protagonist · strong female lead · older women · grandmother figure · escaped boy · hostile boy · product of upbringing
Semantic match: ranked by characterization
Distance: 0.1150
On the run after being branded an outcast, a teen must expose a brutal system before it destroys everyone she loves.
Why this is here
Characterization labels: strong heroine · teen protagonist · fugitive · reluctant leader · character growth · smart protagonist · brave protagonist · morally conflicted · supportive family · careful planner
Semantic match: ranked by characterization
Distance: 0.1153
