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Combine common axes
These books are ranked using the characterization labels extracted for Infinityglass.
Characterization labels used: teen genius, geeky hero, quiet hero, bodyguard, sassy heroine, bold heroine, headstrong heroine, shapeshifter, water power, sheltered heroine, overprotected heroine, mobster daughter, villain daughter, protective father, manipulative mother, mystery heroine, supportive team, brilliant heroine, nerdy hero, awkward genius, badass heroine
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A teen pack’s geocache hunt turns into a deadly code game with bombs, secrets, and a race to stop a killer.
Why this is here
Characterization labels: teen heroine · alpha leader · smart teens · geeky friends · oblivious heroine · brooding love interest · protective pack · mature-for-age teen · homicidal villain · clueless parent · female rival
Semantic match: ranked by characterization
Distance: 0.1160
A teen math prodigy’s attempt to regain her gift spirals into a hacked mission, a Tunisia chase, and a dangerous love triangle.
Why this is here
Characterization labels: teen prodigy · math genius · fearless heroine · determined heroine · overprotective father · mysterious hacker · genius team · gifted kids · bodyguard · heroic characters · impulsive heroine
Semantic match: ranked by characterization
Distance: 0.1247
A teen girl is pulled into a dangerous post-invasion alien world after meeting a powerful, mysterious boy at a club.
Why this is here
Characterization labels: teen heroine · protective hero · cocky hero · sarcastic hero · mysterious hero · secretive heroine · relatable heroine · stubborn heroine · brave heroine · loyal heroine · powerful hero · character-driven
Semantic match: ranked by characterization
Distance: 0.1365
A nerdy small-town teen’s crush on the new quarterback spirals into alien secrets, royal destiny, and danger.
Why this is here
Characterization labels: nerdy heroine · geeky heroine · unpopular girl · outsider · orphan · adopted child · strict guardian · popular quarterback · sweet love interest · mean girl · bullly (spelling variant weak) · protective parents · loyal best friend · confused teen · coming-of-age · self-confidence arc · underdog heroine · impulsive heroine · immature teens
Semantic match: ranked by characterization
Distance: 0.1440
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: 0.1451
Usagi faces a fast-moving new threat from the future as time travel, kidnappings, and hidden identities collide.
Why this is here
Characterization labels: teen heroine · crybaby heroine · insecure heroine · bratty heroine · matured heroine · team leader · future self · childlike character · annoying character · sympathetic child · power growth · empathetic hero · strong guardian · mysterious guardian · newcomer · villainous rival
Semantic match: ranked by characterization
Distance: 0.1484
A secretive teen time traveler falls for a normal boy, risking her family’s rules, safety, and the past itself.
Why this is here
Characterization labels: shy heroine · socially isolated · loner · kick-butt heroine · strong heroine · awkward teen · protective family · persistent hero · loyal hero · charming hero · secretive parents · close siblings · overcontrolled teen · fighting skills · coming of age
Semantic match: ranked by characterization
Distance: 0.1518
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: 0.1527
In 2047, a teen genius must survive brutal trials to win a seat on rescue ships before an asteroid ends Earth.
Why this is here
Characterization labels: teen heroine · nerdy heroine · clumsy protagonist · brilliant student · athletic underdog · strong female lead · sibling group · family-centered protagonist · bullied outsider · relatable heroine · self-sacrificing heroine · unlikable protagonist (mixed) · love interest triangle · crush-driven teen
Semantic match: ranked by characterization
Distance: 0.1530
A teen girl discovers she's the real time-travel heir in a secret family line and is swept into a hidden London intrigue.
Why this is here
Characterization labels: teen heroine · awkward heroine · naive protagonist · relatable heroine · brave heroine · clever heroine · immature protagonist · arrogant love interest · bossy love interest · mysterious love interest · secretive mother · perfect cousin · loyal best friend · mischievous friend · icy grandmother · protective family
Semantic match: ranked by characterization
Distance: 0.1539
Batman and the TMNT reunite when a portal mishap sends Bane into their world, forcing an uneasy team-up.
Why this is here
Characterization labels: insecure hero · brainy fighter · genius engineer · reluctant fighter · brute villain · theatrical villain · angsty teen · wise mentor · supporting hero · villainous takeover leader · hot-headed teen · brooding mentor · over-the-top villain · character growth
Semantic match: ranked by characterization
Distance: 0.1573
A sheltered teen from a teleporting family discovers her own powers and pushes into school, friends, and danger.
Why this is here
Characterization labels: teen protagonist · female protagonist · smart protagonist · brilliant teen · homeschooled · overprotective father · paranoid father · supportive mother · family unit · lonely teen · self-educated · competent characters · flawed protagonist · precocious teen · geeky protagonist · likable protagonist
Semantic match: ranked by characterization
Distance: 0.1584
