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Combine common axes
These books are ranked using the characterization labels extracted for The Bare Essentials.
Characterization labels used: cinnamon roll hero, sweet hero, protective hero, virgin hero, almost-priest, monk, innocent hero, sweet heroine, brave heroine, sympathetic leads
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
A desperate human is thrust into an alien bride lottery and matched with a minotaur king who needs an heir.
Why this is here
Characterization labels: gruff hero · cinnamon roll hero · protective hero · aloof hero · dominant hero · strong heroine · survivor heroine · pragmatic heroine · sassy heroine · down-on-her-luck heroine
Semantic match: ranked by characterization
Distance: 0.0901
An abducted human and a very alien captive must survive, communicate, and navigate a bond neither fully understands.
Why this is here
Characterization labels: sweet hero · protective hero · submissive male · female lead · resourceful heroine · brave heroine · cinnamon roll hero · virgin hero · possessive hero · innocent hero · ordinary heroine · witty heroine · competent heroine · growly hero · beastlike hero
Semantic match: ranked by characterization
Distance: 0.0915
A lonely blue alien and an outcast human find comfort, safety, and unexpected love in a quick sci-fi romance.
Why this is here
Characterization labels: sweet hero · gentle giant · protective hero · lonely hero · kind heroine · resourceful heroine · determined heroine · traumatized heroine · cinnamon roll · soft hero
Semantic match: ranked by characterization
Distance: 0.0965
A desperate human and a giant alien team up on a covert mission, only to fall into a fated, size-gap romance.
Why this is here
Characterization labels: gentle giant · cinnamon roll hero · protective hero · possessive hero · heroine in need · brave heroine · sweet heroine · animal lover · guardian · rescuer · opposites attract
Semantic match: ranked by characterization
Distance: 0.0994
A sharp-tongued abducted human fakes a marriage to a charming space-pirate captain to get back to Earth.
Why this is here
Characterization labels: charming hero · lonely hero · cocky hero · possessive hero · protective hero · sunshine hero · snarky heroine · guarded heroine · determined heroine · scheming heroine · emotionally wounded · cinnamon roll hero · badass heroine
Semantic match: ranked by characterization
Distance: 0.1021
A human matchmaker bride and a catlike ex-convict must build a life together while challenging his oppressive alien society.
Why this is here
Characterization labels: smart heroine · adventurous heroine · assertive heroine · protective hero · cuddly hero · rehabilitated ex-convict · reluctant hero · strong-willed heroine · character growth · cinnamon roll hero
Semantic match: ranked by characterization
Distance: 0.1052
An abducted human woman stranded on an ice planet meets a blue alien mate, and survival turns into scorching romance.
Why this is here
Characterization labels: protective hero · possessive hero · sweet hero · cinnamon roll hero · alpha hero · brave heroine · resourceful heroine · survival-minded heroine · leader heroine · barbarian hero · de facto leader · comic heroine
Semantic match: ranked by characterization
Distance: 0.1080
A kidnapped human and a protective orc-like guard are stranded together on an alien world and forced to trust each other.
Why this is here
Characterization labels: protective hero · patient hero · sweet hero · cinnamon roll hero · stoic hero · dominant hero · honorable hero · impulsive heroine · headstrong heroine · feisty heroine · sassy heroine · stubborn heroine · reckless heroine · loyal heroine · compassionate heroine · protective heroine · alpha hero · warrior hero · guard · trader guard · kidnap victim · cinnamon roll
Semantic match: ranked by characterization
Distance: 0.1187
A cloned gladiator and a confused human flee into an ice planet, mistaking survival for a game as they bond.
Why this is here
Characterization labels: cinnamon roll · protective hero · pragmatic heroine · clueless hero · level-headed heroine · caretaking · supportive couple · innocent alien · survival-minded
Semantic match: ranked by characterization
Distance: 0.1198
A human woman and an alien commander wake naked on a jungle planet and must survive, communicate, and resist attraction.
Why this is here
Characterization labels: protective hero · warrior hero · military hero · cinnamon roll hero · big strong hero · clumsy heroine · fish-out-of-water heroine · helpless heroine (repeated reader signal) · competent survivor · overprotective male lead · soft heroine · curvy heroine
Semantic match: ranked by characterization
Distance: 0.1229
An alien scientist steals a human botanist’s flower, then discovers both the plant and the woman are far stranger than expected.
Why this is here
Characterization labels: cinnamon roll hero · germaphobe side character · socially awkward hero · scientist hero · scientist heroine · patient heroine · curious hero · sweet hero · protective hero · quirky side character
Semantic match: ranked by characterization
Distance: 0.1251
A kidnapped human and a protective pink shark alien fumble through language, trust, and desire in space.
Why this is here
Characterization labels: cinnamon roll · protective hero · stoic hero · shy hero · overprotective · kindhearted · traumatized · resilient · curious · optimistic · virgin MCs · smart human · scientific curiosity · caregiver
Semantic match: ranked by characterization
Distance: 0.1291
