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These books are ranked using the characterization labels extracted for Wires and Nerve.
Characterization labels used: android protagonist, sassy protagonist, badass heroine, loyal friend, humorous narrator, outsider figure, special agent, royal guard, love interest, ensemble cast, fan-favorite characters, new characters
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
In a collapsing dystopian future, Alice must protect the people she loves as alliances shift and dangers mount.
Why this is here
Characterization labels: android protagonist · female lead · character growth · badass heroine · strong leader · morally gray villain · comic relief · supportive love interest · ensemble cast · secondary character focus
Semantic match: ranked by characterization
Distance: 0.1395
A time-travel mission goes badly wrong, leaving Liam stranded in dinosaur territory and forcing the team to fix history.
Why this is here
Characterization labels: teen protagonists · young heroes · field agent · support unit · android companion · female android · artificial intelligence · genetically engineered bodyguard · smart protagonist · good-hearted protagonist · capable heroine · insecure leader · primitive predator POV
Semantic match: ranked by characterization
Distance: 0.1670
An android heroine hunts a rogue wolf-soldier leader while old allies reunite and her own nature comes into focus.
Why this is here
Characterization labels: audacious android · ensemble cast · found family · supportive teammates · morally complex antagonist · hybrid soldier · loyal friend · charismatic protagonist · self-doubting protagonist
Semantic match: ranked by characterization
Distance: 0.1757
An escaped android super-soldier seeks a normal life in enemy territory, but politics, violence, and identity questions pull her back in.
Why this is here
Characterization labels: female protagonist · android heroine · super-soldier · kickass heroine · conflicted protagonist · sympathetic protagonist · witty protagonist · empathetic protagonist · strong supporting women · bisexual supporting character · politically aware characters
Semantic match: ranked by characterization
Distance: 0.1799
As Earth faces an alien invasion, Katy and Daemon must trust unlikely allies to survive and stop the world’s collapse.
Why this is here
Characterization labels: badass heroine · sarcastic hero · alien hybrid · book blogger heroine · alpha male · loyal friends · mind reader · transformative character arc · protective love interest · supporting cast
Semantic match: ranked by characterization
Distance: 0.1893
A sentient android and the man who freed her face growing feelings as anti-robot pressure tightens around them.
Why this is here
Characterization labels: sentient android · human protagonist · gentle protagonist · protective lead · curious android · naive discovery · emotionally guarded · supportive friends · supportive grandmother · robot friends
Semantic match: ranked by characterization
Distance: 0.1901
An alien advance team arrives years early to quietly neutralize Earth’s defenses before a full-scale invasion.
Why this is here
Characterization labels: scientist protagonist · military officers · intelligence agents · alien agents · android bodies · double agents · AI personalities · ensemble cast · relatable characters · smart characters · capable women · archetypal characters · flawed antagonists
Semantic match: ranked by characterization
Distance: 0.1902
An android gets one last week of freedom before reprogramming and discovers life, friendship, and belonging.
Why this is here
Characterization labels: android protagonist · robot narrator · likable protagonist · innocent character · curious character · sentient machine · lonely character · worker · self-discovery arc · becoming · humanized machine · deserving of care
Semantic match: ranked by characterization
Distance: 0.1915
A self-aware princess android at a futuristic theme park is accused of murder as a trial uncovers hidden abuses.
Why this is here
Characterization labels: naive protagonist · self-aware android · engineered girls · princess figures · maintenance worker · sympathetic love interest · curious heroine · rebel awakening · controlled subjects · flat supporting cast
Semantic match: ranked by characterization
Distance: 0.1916
Earth is caught between two alien empires as the Avengers enter a sprawling cosmic conflict that reshapes Marvel continuity.
Why this is here
Characterization labels: ensemble cast · team dynamics · android protagonist · cosmic hero · renegade warrior · overpowered characters · conflicted identity · romantic development · brooding hero · cynical antagonist
Semantic match: ranked by characterization
Distance: 0.2021
A lonely man receives a companion android and soon risks everything to help her become truly self-aware.
Why this is here
Characterization labels: lonely protagonist · depressed protagonist · awkward protagonist · caring protagonist · well-meaning protagonist · humanistic android · non-sentient companion · eccentric grandmother · supportive friends · secretive resistance members · android companion
Semantic match: ranked by characterization
Distance: 0.2034
Abducted teen Kyra confronts alien origins, a strange countdown, and a world-ending threat in a final race for answers.
Why this is here
Characterization labels: strong heroine · feisty heroine · teen girl · alien hybrid · superpowered protagonist · love interest · brooding love interest · snarky rival · supporting cast · immature protagonist · badass heroine · kidnapped protagonist
Semantic match: ranked by characterization
Distance: 0.2038
