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Combine common axes
These books are ranked using the characterization labels extracted for Unsouled.
Characterization labels used: underdog, clever protagonist, resourceful, determined, tenacious, ambitious, cunning, scheming, mischievous, cheats to survive, powerless start, shunned protagonist, weak-to-strong arc
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A snarky Australian wakes in a monster-filled magic world, then scrambles to survive, level up, and stay civil.
Why this is here
Characterization labels: snarky protagonist · wisecracking hero · antiheroic · cocky protagonist · self-aware · morally argumentative · clever protagonist · socially adept · reluctant hero · weak start
Semantic match: ranked by characterization
Distance: 0.1215
A young political heir’s risky prison-break heist spirals into alien diplomacy, family rivalry, and interstellar intrigue.
Why this is here
Characterization labels: ambitious heroine · underdog protagonist · anxious protagonist · fallible heroine · resourceful lead · naive protagonist · competence arc · political scion · sheltered upbringing · unlikely heroine · young adult protagonist · sibling rival
Semantic match: ranked by characterization
Distance: 0.1296
A rising cadet faces a high-stakes tournament as hidden powers, team bonds, and larger forces close in.
Why this is here
Characterization labels: underdog protagonist · prodigy · hardworking protagonist · power fantasy · team leader · rival turned ally · redemption arc · teen characters · angsty teens · dramatic characters · special protagonist
Semantic match: ranked by characterization
Distance: 0.1312
A mercenary captain juggling two identities on Earth improvises a clone story that spirals into intrigue and danger.
Why this is here
Characterization labels: brilliant protagonist · underestimated hero · manic protagonist · socially inept · witty protagonist · underdog · charismatic rogue · clone brother · supporting character growth
Semantic match: ranked by characterization
Distance: 0.1347
A Sun Eater side story follows Lorian Aristedes on a brutal prison planet after book 5, forcing survival and escape.
Why this is here
Characterization labels: frail protagonist · physically weak · strategist · tactician · clever underdog · loyal retainer · morally complex · intellectual · resilient · beloved side character · unreliable narrator · outcast
Semantic match: ranked by characterization
Distance: 0.1350
A brilliant woman entering an elite mage order uncovers a world-shaking secret tied to magic, power, and oppression.
Why this is here
Characterization labels: ambitious protagonist · flawed protagonist · unlikable protagonist · antihero · brilliant protagonist · selfish protagonist · morally gray characters · outsider character · resilient character · oppressed protagonist · character growth
Semantic match: ranked by characterization
Distance: 0.1359
A low-status teen is recruited to verify histories by time travel, then one mistake rewrites his entire world.
Why this is here
Characterization labels: underdog · bookworm · studious · smart protagonist · morally driven · lonely protagonist · young recruit · reluctant rebel · nemesis · female foil
Semantic match: ranked by characterization
Distance: 0.1372
A dying boy leaves a waterless city to hunt truth and survival across a brutal desert where lies shape every life.
Why this is here
Characterization labels: young protagonist · child protagonist · brave · naive · inquisitive · determined · stubborn · outsider · archetypal characters · bullied · endearing characters · loss of innocence · growth arc · vengeful arc · heroic arc
Semantic match: ranked by characterization
Distance: 0.1378
A streetwise criminal is forced into the imperial navy and drawn into a secret struggle over bloodline, power, and rebellion.
Why this is here
Characterization labels: underdog · streetwise · tough · smart · competent · morally complex · ruthless · likable protagonist · precocious · balanced main character · illegitimate heir · trainer figure · strong heroine · evil antagonist · figurehead leader
Semantic match: ranked by characterization
Distance: 0.1387
A troubled man gets one last chance in a game-like fantasy world, where survival means leveling up and starting over.
Why this is here
Characterization labels: flawed protagonist · antihero turn · redemption-seeking · impulsive · stubborn · sarcastic · snarky · overpowered · lovable idiot
Semantic match: ranked by characterization
Distance: 0.1409
After exile by his own father, a young alien hustler must survive the Backworlds, find allies, and build a future.
Why this is here
Characterization labels: underdog · naive protagonist · plucky protagonist · roguish hero · hustler · con artist · resourceful · sympathetic victim · good heart · optimistic · alien characters · bioengineered beings · shady characters · moral ambiguity · character-driven
Semantic match: ranked by characterization
Distance: 0.1410
Ten years later, Linden Avery is pulled back into the Land, where a child’s peril and old evils force a new quest.
Why this is here
Characterization labels: flawed protagonist · self-doubting · self-loathing · antihero · heroic heroine · reluctant protagonist · complex characters · unlikeable protagonist · psychologically conflicted · leader
Semantic match: ranked by characterization
Distance: 0.1431
