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These books are ranked using the relationships labels extracted for Doomsday Match.
Relationships labels used: family bond, parent-child, married couple, siblings, neighbor families, us vs them, hostage dynamics, betrayal, community support, protective teamwork
This does not mean the books share the same plot, setting, quality, or difficulty. It means their relationships embeddings are close.
A family in FBI protection races to stop an ancient, magic-fueled apocalypse spreading across the modern world.
Why this is here
Relationships labels: family bonds · parent-child · siblings · captivity · protection · betrayal · good vs evil · allies · community
Semantic match: ranked by relationships
Distance: 0.0917
Reed Richards pursues a multiverse-sized solution, forcing the Fantastic Four to weigh genius against family.
Why this is here
Relationships labels: family bond · marriage · parent-child · sibling bond · team family · mentor-child · duty vs family · stowaway dynamic
Semantic match: ranked by relationships
Distance: 0.0996
Two siblings are seized by a new regime and discover magical powers that could help them escape and fight back.
Why this is here
Relationships labels: sibling bond · family separation · parent-child separation · teamwork · betrayal · friendship · authority conflict · rescue mission
Semantic match: ranked by relationships
Distance: 0.1028
A powerful family mounts an off-the-books rescue after a first-contact disaster leaves their son captive to mysterious aliens.
Why this is here
Relationships labels: parent-child · sibling bonds · family loyalty · rescue family member · duty versus family · command and rescue · power politics · us versus them · trust and betrayal · community under threat
Semantic match: ranked by relationships
Distance: 0.1044
After a corporate family’s fall on the Moon, survivors scheme, flee, and wage war to reclaim power.
Why this is here
Relationships labels: family rivalry · dynastic succession · hostage dynamic · protective alliance · political marriage · betrayal · revenge · siblings · parent-child conflict · pack bonds · community ties
Semantic match: ranked by relationships
Distance: 0.1058
A Superman crossover mystery exposes a fake Clark Kent and forces a reality-shifting reckoning for Clark, Lois, and Jon.
Why this is here
Relationships labels: married couple · parent child · family bond · family reunion · romantic partnership · investigative relationship · rivalry · betrayal · jealousy · dependency · rescue mission · teamwork
Semantic match: ranked by relationships
Distance: 0.1061
A father races to stop an apocalyptic Maya prophecy while his family is hunted across Montana, Germany, and beyond.
Why this is here
Relationships labels: family bonds · parent-child · siblings · marital separation · missing spouse · protective parenting · allies and enemies · betrayal · dependency
Semantic match: ranked by relationships
Distance: 0.1084
After an EMP and nuclear strikes cripple America, a small Colorado community fights to survive as chaos spreads.
Why this is here
Relationships labels: family protection · sibling bond · parent child · found family · community solidarity · romantic danger · mentorship · loyal companionship · government versus civilians · survivor alliances
Semantic match: ranked by relationships
Distance: 0.1096
A PTSD-stricken veteran faces three days of darkness, monstrous invaders, and a reality-shattering explanation for hell on Earth.
Why this is here
Relationships labels: sibling bond · family survival · neighborhood community · crush romance · parent-child separation · protective guardianship · team dynamics · friend group · mentorless kids · found family
Semantic match: ranked by relationships
Distance: 0.1104
When global oil supplies are severed, one family races through collapsing Britain and Iraq to survive and reunite.
Why this is here
Relationships labels: family separation · parent-child bond · marriage · siblings · family reunion · pursuit · power hierarchy · community breakdown · trust erosion · protective family
Semantic match: ranked by relationships
Distance: 0.1104
On a strange colony world, two kids are stranded by a storm and must use science to outrun thieves and get home.
Why this is here
Relationships labels: friendship · teamwork · family dynamics · siblings · parent-child · comradeship · kids vs adults · rivalry with thieves · protective partnership
Semantic match: ranked by relationships
Distance: 0.1109
A fractured superhero family must reunite when an interdimensional prison full of old villains begins breaking loose.
Why this is here
Relationships labels: family dynamics · sibling bonds · fractured family · separated allies · team reunion · romantic tension · marriage · parent-child · rivalry · betrayal
Semantic match: ranked by relationships
Distance: 0.1116
