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These books are ranked using the setting labels extracted for Spark of Pursuit.
Setting labels used: urban fantasy, snowy city, Veilfall, mixed society, mortals and immortals, magic and technology coexist, modern setting, clashing city-states, political unrest
This does not mean the books share the same plot, setting, quality, or difficulty. It means their setting embeddings are close.
An amnesiac weather warden must recover her identity while a demon steals her life and factions turn against her.
Why this is here
Setting labels: urban fantasy world · forest · winter storm · frozen wilderness · Earth Oracle politics · apocalyptic crisis · American geography
Semantic match: ranked by setting
Distance: 0.1570
A changeling on borrowed humanity hunts her missing master before her pills run out and her hidden nature takes over.
Why this is here
Setting labels: magical metropolis · near-future city · magical Detroit · living city · urban fantasy world · modern-day and magic · human and fae coexistence · underworld city
Semantic match: ranked by setting
Distance: 0.1589
A truth-seeing skip tracer is framed for murder in a class-split city and must find the real killer first.
Why this is here
Setting labels: urban setting · city divided by class · dystopian AU · alternate universe · not quite Earth · technomagic · modern technology · cars and phones · feudal society · medieval feel · high city · low city · middle city · contemporary fantasy
Semantic match: ranked by setting
Distance: 0.1632
A disgraced Marshal must solve ritual murders in a supernatural city while hiding the secret that once saved the world.
Why this is here
Setting labels: urban fantasy city · magical barrier · encroaching Wild · underworld · alternate world · contemporary fantasy
Semantic match: ranked by setting
Distance: 0.1671
A hard-bitten bounty hunter in a magic-and-tech shared universe takes on criminals while protecting a vulnerable girl.
Why this is here
Setting labels: urban fantasy world · shared universe · Earth · magical future · magic and technology · post-breach world
Semantic match: ranked by setting
Distance: 0.1689
The Villains trilogy ends in a high-stakes showdown where allies and enemies collide to decide who will be victorious.
Why this is here
Setting labels: contemporary fantasy · urban setting · superpowered world · fictional reality
Semantic match: ranked by setting
Distance: 0.1710
A married couple signs up for a minor luck god online, only to get swept into divine houseguests and godly chaos.
Why this is here
Setting labels: modern America · suburban setting · urban fantasy world · gods among mortals · contemporary mythic world · alternate modern world
Semantic match: ranked by setting
Distance: 0.1711
A girl sold as a royal surrogate discovers a brutal court world, hidden powers, and forbidden love.
Why this is here
Setting labels: walled city · divided city · royal court · elite enclave · dystopian society · fantasy world
Semantic match: ranked by setting
Distance: 0.1769
A crime-boss assassin must protect his wife when her secret revolutionary activism threatens their marriage and his world.
Why this is here
Setting labels: fantasy empire · capital city · urban slum · human quarter · fantasy city · class-stratified society · feudal hierarchy · alien-race society
Semantic match: ranked by setting
Distance: 0.1772
Two distant cities collide as warriors, traitors, and ancient magic set off a brutal war for power.
Why this is here
Setting labels: two-city setting · distant city-states · east-west divide · snow-swept landscape · feudal society · militarized society · warrior culture · ancient empire · fantasy world
Semantic match: ranked by setting
Distance: 0.1776
Persecuted magic-wielding siblings face a new enemy, lost powers, and a city turning against them.
Why this is here
Setting labels: dystopian world · city under threat · totalitarian society · post-revolution · magic system · fantasy world · underworld · alternate reality
Semantic match: ranked by setting
Distance: 0.1800
A sheltered young meta-human faces war, betrayal, and a painful reckoning with her family and powers.
Why this is here
Setting labels: urban fantasy world · dystopian setting · supernatural world · meta-human society · fictional organizations · post-teen transition
Semantic match: ranked by setting
Distance: 0.1803
