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Combine common axes
These books are ranked using the premise + setting labels extracted for Soulmates. Books rank higher when they are close on every selected axis.
Premise labels used: soulmates, forbidden love, insta-love, world-ending romance, secret agency
Setting labels used: British town, small-town setting, contemporary setting, secret facility, band scene, teen life
This does not mean the books share the same plot, setting, quality, or difficulty. It means their premise + setting embeddings are close.
A Luxen boy and a human girl fall hard in a secret, forbidden romance that threatens both their families and future.
Why this is here
Premise labels: forbidden love · alien-human romance · secret identity · star-crossed lovers · prequel backstory · hidden alien community
Setting labels: small-town West Virginia · high school · Earth · alien-on-Earth · secret community · human-alien coexistence
Semantic match: ranked by premise + setting
Distance: 0.2499
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
Premise labels: forbidden attraction · hidden identity · postwar world · alien-human coexistence · secret past · mystery romance · club encounter · unexpected power
Setting labels: high school · nightclub · post-invasion Earth · alien coexistence · postwar setting · urban setting · Earth
Semantic match: ranked by premise + setting
Distance: 0.2575
Teen spies trained to be a perfect boy-next-door and bad boy must win the same target—or die.
Why this is here
Premise labels: secret organization · teen spies · manufactured love triangle · assigned rival · forbidden romance · love-interest spy · falling for rival
Setting labels: dystopian-feeling world · secret compound · high school setting · spy organization · small-town infiltration
Semantic match: ranked by premise + setting
Distance: 0.2601
A puzzle-loving teen falls for a mysterious new boy whose secret could change the future and cost her best friend everything.
Why this is here
Premise labels: mysterious newcomer · time traveler · future mission · save the world · secret identity · forbidden romance · love triangle · hidden knowledge · small choice, big consequences
Setting labels: modern day · England · Cornwall · secondary school · high school · small town · contemporary setting · future timeline · time travel · astronomy
Semantic match: ranked by premise + setting
Distance: 0.2653
A teen wakes each day in a different body, until one unexpected connection threatens their careful routine.
Why this is here
Premise labels: body swapping · identity shift · one body per day · unreliable embodiment · forbidden romance · cross-body romance · destined connection · search for a person
Setting labels: contemporary YA · body-hopping reality · multiple bodies · multiple households · varied geographic locations · teen setting · same-age bodies
Semantic match: ranked by premise + setting
Distance: 0.2654
A woman who dreams of her perfect man discovers he died a year ago—and time travel may be her only chance to change fate.
Why this is here
Premise labels: time travel romance · love across time · fate alteration · second chance · soulmates
Setting labels: contemporary setting · London · bridge setting · dream reality · alternate reality · time travel world
Semantic match: ranked by premise + setting
Distance: 0.2677
Two sisters in a strange small town hide a boy who fell from the stars, risking family, secrets, and love.
Why this is here
Premise labels: small-town secrecy · fallen star · forbidden romance · alien hidden at home · mysterious stranger · sisters protecting outsider · outcast family · first-contact intimacy
Setting labels: small town · rural outskirts · summer setting · atmospheric setting · sentient house · woods · cozy town · close-minded town · celestial / interstellar reality
Semantic match: ranked by premise + setting
Distance: 0.2679
A runaway farm girl and an older monster-hunting Lakewalker become bound together while facing danger, prejudice, and desire.
Why this is here
Premise labels: runaway heroine · forbidden romance · cross-cultural romance · protective escort · monster hunt · life-bound pair · age-gap romance · outcast pairing
Setting labels: alternate history · frontier setting · rural society · pastoral setting · imaginary places · pre-industrial · nomadic culture
Semantic match: ranked by premise + setting
Distance: 0.2729
A wealthy beach-town woman reunites with her first love and must choose between family expectations and old heartbreak.
Why this is here
Premise labels: second chance love · childhood sweethearts · forbidden romance · class divide · family pressure · return home · love triangle · old secrets
Setting labels: beach town · summer setting · wealthy coastal enclave · small town · family estate · privileged community · law school transition · contemporary setting
Semantic match: ranked by premise + setting
Distance: 0.2733
A secret affair becomes public in a strange city where adulterous couples can live openly, until paradise starts to crack.
Why this is here
Premise labels: secret affair · alternate city · adulterous couples · forbidden love · love under conditions · desire experiment · relationship test · utopian trap · what if love · hiding and exposure
Setting labels: unnamed city · alternate reality · liminal space · dreamscape · faux-utopia · secret city · hotel rooms · real world · surreal city · claustrophobic setting
Semantic match: ranked by premise + setting
Distance: 0.2734
A woman with recurring dreams of a husband she’s never met finds him in real life—just as reality starts to unravel.
Why this is here
Premise labels: dream connection · fated lovers · parallel lives · soulmates · mystery romance · forbidden romance · love triangle · past lives · time travel
Setting labels: contemporary setting · hospital setting · medical setting · parallel universe · time travel · multiple timelines
Semantic match: ranked by premise + setting
Distance: 0.2736
A rogue supernatural secret agent must clear his name while uncovering the dark truth at the heart of his own family.
Why this is here
Premise labels: secret agent · supernatural threats · rogue agent · family conspiracy · protect humanity · hidden world · magic gadgets · masked identity
Setting labels: contemporary Britain · London · urban setting · hidden supernatural world · secret society · alternate present · international espionage milieu
Semantic match: ranked by premise + setting
Distance: 0.2762
