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These books are ranked using the relationships labels extracted for Redemption Ark.
Relationships labels used: faction rivalry, hive mind, parent-child, romance, enemies to allies, betrayal, double dealing, power struggle
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
A Collegium spymaster investigates piracy and treachery, then is swept into a hidden undersea political world.
Why this is here
Relationships labels: alliance · betrayal · friendship · rivalry · frenemy · romantic tension · family loyalty · power struggle · factional conflict
Semantic match: ranked by relationships
Distance: 0.0986
A near-future spacefaring civilization faces cascading crises on Mars and Earth as science, power, and survival collide.
Why this is here
Relationships labels: factional conflict · family tension · romance · friendship · power struggle · betrayal · rivalry · community fracture
Semantic match: ranked by relationships
Distance: 0.1031
![Cover of 進撃の巨人 26 [Shingeki no Kyojin 26] by Hajime Isayama](https://m.media-amazon.com/images/S/compressed.photo.goodreads.com/books/1530556841i/36043596.jpg)
A surprise assault ignites a brutal war, exposing hidden plans, shifting loyalties, and devastating losses.
Why this is here
Relationships labels: rival factions · family conflict · betrayal · alliance shift · friendship rupture · brother conflict · team loyalty · enemy collaboration
Semantic match: ranked by relationships
Distance: 0.1081
A young blank Inquisitorial agent in a secretive city is pulled into a shadow war between rival powers and hidden identities.
Why this is here
Relationships labels: faction rivalry · mentor conflict · hidden allegiance · betrayal · shifting loyalties · found family · dependence · friend-or-foe uncertainty
Semantic match: ranked by relationships
Distance: 0.1082
In a fractured realm, rival houses, hidden heirs, and shifting loyalties battle for a throne as winter closes in.
Why this is here
Relationships labels: family conflict · sibling rivalry · betrayal · parent-child bonds · romance · romantic coercion · power struggle · faction loyalty · court alliances
Semantic match: ranked by relationships
Distance: 0.1096
In a shattered post-plague America, scattered survivors face internal revolt, infected threats, and brutal choices.
Why this is here
Relationships labels: coup · betrayal · loyalty · faction conflict · friendship · comradeship · family bonds · parent-child relationship · power struggle
Semantic match: ranked by relationships
Distance: 0.1097
A young ogre on a secret mission in a far-future space empire gets pulled into a galactic conflict after a lethal misunderstanding.
Why this is here
Relationships labels: friendship · travel companions · enemy factions · family conflict · father-daughter · rival factions · alliance against enemy
Semantic match: ranked by relationships
Distance: 0.1120
A lone elevator-dweller is pulled into a multiverse skyscraper war, where theme parks, secrets, and shapeshifters collide.
Why this is here
Relationships labels: found family · enemy factions · ally partnership · power struggle · war · betrayal · community conflict · rival factions · shared survival
Semantic match: ranked by relationships
Distance: 0.1130
Thrawn helps defend the Chiss Ascendancy from a hidden enemy using gifts, manipulation, and family politics.
Why this is here
Relationships labels: family loyalty · faction rivalry · mentor dynamic · command hierarchy · allegiance conflict · found family · alliance strain · betrayal
Semantic match: ranked by relationships
Distance: 0.1131
A reluctant leader and a new dive team race to unite survivors and stop new enemies from ending humanity.
Why this is here
Relationships labels: faction conflict · uneasy truce · community integration · power struggle · loyalty conflict · friendship · betrayal · mentor dynamic · family grief
Semantic match: ranked by relationships
Distance: 0.1152
Two rival military prodigies battle across a galactic war while their empires’ politics, ideals, and corruption collide.
Why this is here
Relationships labels: rivalry · confidants · childhood friend · friendship · political opposition · dual protagonists · faction loyalty
Semantic match: ranked by relationships
Distance: 0.1155
A visually intense sci-fi horror manga follows a cryptic apocalypse of monsters, factions, and bioengineered combatants.
Why this is here
Relationships labels: faction conflict · institutional rivalry · enemy confrontation · human vs monster · power struggle
Semantic match: ranked by relationships
Distance: 0.1162
