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Combine common axes
These books are ranked using the characterization labels extracted for I Can Fix Her.
Characterization labels used: obsessive protagonist, toxic exes, flawed characters, unreliable protagonist, desperate narrator, possessive behavior, mutually destructive pair, messy characters
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A boy abandoned by his mother to a Sasquatch grows into a man whose lifelong hunt reverberates through generations.
Why this is here
Characterization labels: obsessed protagonist · dysfunctional family · flawed characters · unlikeable characters · sympathetic child protagonist · isolated father · eccentric outsiders · obsessive hunter
Semantic match: ranked by characterization
Distance: 0.0944
A grieving teen follows cryptic texts to find her missing best friend, only to uncover a far bigger danger.
Why this is here
Characterization labels: anxious heroine · agoraphobic protagonist · recluse · best friend · suspicious boyfriend · unreliable narrator · flawed heroine · troubled teen
Semantic match: ranked by characterization
Distance: 0.1066
Three childhood friends keep searching for four missing girls as a collapsing world and strange force called the Pale close in.
Why this is here
Characterization labels: obsessive men · childhood survivors · flawed protagonists · unpleasant characters · broken adults · amateur investigators · weird characters · morally gray · ideological disillusionment · grieving characters
Semantic match: ranked by characterization
Distance: 0.1080
A crash survivor falls into a taboo subculture where car wrecks, sex, and technology become one obsessive fixation.
Why this is here
Characterization labels: obsessive narrator · amoral characters · damaged people · fetishistic characters · voyeur · detached narrator · cynical characters · scarred bodies
Semantic match: ranked by characterization
Distance: 0.1116
A rideshare driver takes a lucrative, off-the-grid cross-country job guarding a mysterious black box, and the internet spirals.
Why this is here
Characterization labels: unlikable protagonist · anxious protagonist · misogynistic protagonist · terminally online characters · eccentric misfits · lonely losers · flawed characters · wisecracking characters · charismatic woman · retired investigator
Semantic match: ranked by characterization
Distance: 0.1124
A sick, secretive lover tries to end a doomed relationship, but desire, rivals, and conspiracy keep pulling them back together.
Why this is here
Characterization labels: sick protagonist · protective partner · obsessive lover · stubborn protagonist · emotionally repressed · jealous rival · morally compromised · broken character · yearning · self-sacrificing
Semantic match: ranked by characterization
Distance: 0.1164
In a near future of subscription-based body upgrades, one woman’s quest for perfection spirals into debt and collapse.
Why this is here
Characterization labels: relatable protagonist · unsympathetic protagonist · vain protagonist · self-destructive · addicted · ambitious · broken character · morally compromised · unlikable characters · believable characters
Semantic match: ranked by characterization
Distance: 0.1165
A grieving teen reopens her father’s alien hunt and finds the truth is far stranger—and darker—than anyone believed.
Why this is here
Characterization labels: flawed protagonist · angry protagonist · traumatized protagonist · social outcast · unlikable characters · morally compromised · male best friend · complicated friendship · neglected parent figure · unstable father figure · new boy love interest
Semantic match: ranked by characterization
Distance: 0.1173
A time-traveling Chinese-British family is split by loss, forcing two siblings to navigate grief, love, and the pull of the past.
Why this is here
Characterization labels: flawed characters · grieving siblings · obsessive protagonist · self-destructive character · isolated character · ambitious immigrant · strict grandmother · supportive friend · complex family
Semantic match: ranked by characterization
Distance: 0.1181
In a post-death future, a Disney World ride manager fights to preserve the park’s old magic against a technological takeover.
Why this is here
Characterization labels: annoying protagonist · stubborn protagonist · disagreeable protagonist · immortal characters · unlikeable characters · underdeveloped characters · petty characters
Semantic match: ranked by characterization
Distance: 0.1243
A heavily pregnant woman flees a polluted city, only to find danger, doubt, and bodily horror following her into the countryside.
Why this is here
Characterization labels: pregnant protagonist · anxious protagonist · paranoid protagonist · obsessive protagonist · dismissive partner · unsympathetic boyfriend · gaslighting partner · maternal grief
Semantic match: ranked by characterization
Distance: 0.1249
In a near-future NYC where immortality is rationed, a model citizen is pulled toward a rebel group that rejects eternal life.
Why this is here
Characterization labels: flawed protagonist · unlikeable protagonist · successful trader · model citizen · obsessive overachiever · complex female lead · morose character · violent tendencies · relatable protagonist (mixed)
Semantic match: ranked by characterization
Distance: 0.1257
