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Combine common axes
These books are ranked using the premise + themes labels extracted for Opening Moves. Books rank higher when they are close on every selected axis.
Premise labels used: alien invasion, virtual reality game, world game, planetary stakes, intergalactic conflict, player progression, new player, power fantasy, planet defense, proxy war
Themes labels used: free will, self reliance, choice and consequence, trust, power and responsibility, humanity, identity, politics, survival, war by proxy
This does not mean the books share the same plot, setting, quality, or difficulty. It means their premise + themes embeddings are close.
When alien ships find Earth, a desperate human defense turns into a solar-system-wide last stand.
Why this is here
Premise labels: alien invasion · homeworld defense · last stand · space warfare · FTL mishap · enemy pursuit · desperate defense
Themes labels: survival · war and defense · technological power · escalation · human unity · military sacrifice · free will · control and autonomy
Semantic match: ranked by premise + themes
Distance: 0.1450
As robots rise across the galaxy, Tim-21 and scattered allies are drawn into an interstellar war with buried origins.
Why this is here
Premise labels: robot uprising · human vs robots · intergalactic war · AI conflict · bounty hunters · survival · mysterious origins · chosen one
Themes labels: consciousness · identity · personhood · ethics · discrimination · prejudice · war · revolution · nature vs machine · humanity · free will · control · power · morality · otherness
Semantic match: ranked by premise + themes
Distance: 0.1504
As the alien invasion turns public, the Garde race across split fronts to stop annihilation and uncover buried secrets.
Why this is here
Premise labels: alien invasion · world in peril · secret war · save Earth · apocalyptic stakes · ancient power · hidden power · team survival · final battle setup · power awakening
Themes labels: war · sacrifice · survival · loss · hope · end of world · responsibility · leadership · power and morality · choice · destiny · resistance · trauma · betrayal · identity · legacy · past shaping present · good versus evil
Semantic match: ranked by premise + themes
Distance: 0.1600
As an alien armada closes in, Earth races to survive a brutal, politically fraught war for humanity’s future.
Why this is here
Premise labels: alien invasion · human survival · last stand · planetary defense · interstellar war · advanced enemy
Themes labels: survival · power · war ethics · morality · humanity · sacrifice · ends justify means · politics · technology · artificial intelligence · religion · bureaucracy · leadership · survival cost · identity · redemption · corruption · survival of civilization
Semantic match: ranked by premise + themes
Distance: 0.1612
A teen morphing fighter faces a family crossroads when a godlike alien offers escape from a war humanity may not win.
Why this is here
Premise labels: alien invasion · body swap · morphing powers · moral dilemma · impossible choice · war choice · future vision · time travel · escape offer · sanctuary planet
Themes labels: free will · determinism · responsibility · guilt · choice · sacrifice · identity · war trauma · hope · resilience · fate · morality of war · coming of age · family obligation · escapism · loyalty · humanity · survival · butterfly effect
Semantic match: ranked by premise + themes
Distance: 0.1623
A first-person retelling of the Doctor’s first Dalek adventure, with a reworked origin for the TARDIS crew.
Why this is here
Premise labels: alien planet · time travel · survival quest · enemy species · war aftermath · kidnapped travelers · alternate origin · first contact · escape mission · war against tyranny
Themes labels: survival · war and peace · oppression · morality · choice · compassion · science and technology · courage · authority distrust · humanity
Semantic match: ranked by premise + themes
Distance: 0.1631
A sequel-length space opera follows accused fugitives, rival spies, and allies racing to stop an alien armada.
Why this is here
Premise labels: alien invasion · galactic war · conspiracy · wrongly accused · portal travel · unlikely allies · survival quest · save humanity
Themes labels: humanity · war · political intrigue · truth and deception · survival · loyalty · betrayal · identity · understanding others · technology and ethics · human condition · power and responsibility
Semantic match: ranked by premise + themes
Distance: 0.1632
Humanity launches a millennia-spanning counterstrike against alien zealots who are stealing civilizations for the end of time.
Why this is here
Premise labels: alien invasion · human survival · end-of-time cult · long game · secret mission · civilization-scale conflict · rescue mission · interstellar pursuit
Themes labels: human tenacity · freedom · authority · religious fanaticism · survival · civilizational evolution · identity · moral conflict · choice · time · progress · humanity vs posthumanity · faith · long-term planning · determinism · sacrifice
Semantic match: ranked by premise + themes
Distance: 0.1642
As new alien forces close in, Earth races to finish and mobilize its asteroid battlestation for war.
Why this is here
Premise labels: alien invasion · space defense · battle station · human resistance · first contact aftermath · defend Earth · space war · under dog defense · interstellar conflict
Themes labels: war and survival · freedom · sacrifice · heroism · human adaptability · technology and power · industry and military · bureaucracy · politics · national power · space colonization · cultural conflict · competence · libertarian politics · capitalism
Semantic match: ranked by premise + themes
Distance: 0.1645
A space-faring human force faces a brutal alien attack, while one officer's unexplained visions shape the war.
Why this is here
Premise labels: first contact · alien invasion · space war · outgunned humans · precognition · fate of humanity · military mobilization · AI warfare · survival war
Themes labels: survival · war footing · leadership burden · predestination · free will · technology and warfare · military strategy · humanity under threat · first contact consequences · AI sentience · military politics · civil-military tension · communication delay · logistics · determinism vs choice
Semantic match: ranked by premise + themes
Distance: 0.1668
A hunted hacker must choose between a beloved genius and a ruthless rebel to stop a mind-controlling tech plan.
Why this is here
Premise labels: virtual reality · mind control · free will · hackers · bounty hunter · bounty target · betrayal · survival · team mission · conspiracy
Themes labels: free will · ethics of technology · control · trust · morality · human connection · grief · identity · choice · power · survival · loyalty · redemption · responsibility
Semantic match: ranked by premise + themes
Distance: 0.1668
A near-future alien invasion turns Earth into a global war zone, forcing humans and a deeply alien foe to misread each other.
Why this is here
Premise labels: alien invasion · first contact · Earth under siege · humanity vs aliens · spaceborne threat · global catastrophe · planetary invasion · survival struggle · cultural misunderstanding · forced surrender
Themes labels: miscommunication · cultural difference · war and survival · power and surrender · humanity vs otherness · individualism vs collectivism · morality · politics · cold war paranoia · environmental damage · human resilience · first contact ethics
Semantic match: ranked by premise + themes
Distance: 0.1669
