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Combine common axes
These books are ranked using the characterization labels extracted for The Invisibles.
Characterization labels used: ragtag team, rebel cell, antiheroes, young protagonist, occultist, psychic, spymaster, cross-dressing character, trans character, lesbian character, iconic ensemble
This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.
Seven mismatched strangers flee a space-station catastrophe and must survive galactic pursuit while a dying sun threatens all.
Why this is here
Characterization labels: ragtag crew · sheltered princess · high priestess · mercenary · prisoner · con artist · bodyguard · rebel · morally grey character · naive heroine · antihero lead
Semantic match: ranked by characterization
Distance: 0.1667
A secret revolutionary cell battles psychic oppression through occult, time-bending, reality-warping missions.
Why this is here
Characterization labels: ragtag team · disaffected youth · chosen one · charismatic leader · transgender initiate · ex-cop · psychic warrior · homeless mentor · mysterious outsider · antihero · idealist · marginalized figures · weirdos · rebellious protagonists
Semantic match: ranked by characterization
Distance: 0.1753
A rogue time-travel team races through Shakespearean history to stop a witch from rewriting magic, technology, and the future.
Why this is here
Characterization labels: ragtag crew · rogue agents · witches · historical figures · new character focus · outcast team · resourceful heroine · antagonistic witch · bureaucratic operatives
Semantic match: ranked by characterization
Distance: 0.1910
A teen salvage diver and his orphan crew race through a fog-choked future to save their guardian and outrun a tyrant.
Why this is here
Characterization labels: ragtag crew · orphan protagonists · tetherboy · female captain · mechanic girl · pilot · protective family unit · shy protagonist · special child · tyrant villain
Semantic match: ranked by characterization
Distance: 0.2011
A revamped Guardians team confronts a galaxy-wide ban on Earth as old secrets, alien politics, and Iron Man collide.
Why this is here
Characterization labels: ragtag team · space-faring superheroes · mysterious background · homicidal raccoon · sentient tree · assassin · muscle hero · genius billionaire · tough woman
Semantic match: ranked by characterization
Distance: 0.2060
An alien princess hiding as a human boy on Earth must choose between safety and living openly when she falls in love.
Why this is here
Characterization labels: trans girl · alien princess · teen protagonist · basketball player · closeted protagonist · conflicted protagonist · supportive girlfriend · protective guardian · supporting sibling · talking corgi · robot companion · disabled supporting character · Black lesbian supporting character
Semantic match: ranked by characterization
Distance: 0.2063
A broke airship captain and his misfit crew chase treasure, dodging double-crosses, monsters, and old secrets.
Why this is here
Characterization labels: ragtag crew · misfits · outcasts · scoundrels · rogue captain · daemonist · female navigator · pirate queen · golem companion · cat character · character growth · personal demons · antiheroes · morally gray · treacherous characters · lovable rogue (contested) · selfish protagonist (contested)
Semantic match: ranked by characterization
Distance: 0.2128
A short, episode-like bridge comic follows Serenity's crew through a dangerous job and unresolved threats before the film.
Why this is here
Characterization labels: ragtag crew · misfits · outlaws · fugitives · mercenaries · antiheroes · charismatic captain · loyal second-in-command · genius pilot · combat-ready crew · companion character · innocent mechanic · cryptic spiritual figure · ruthless mercenary · obsessive antagonist
Semantic match: ranked by characterization
Distance: 0.2133
A mercenary and a hacker race to find a missing refugee ship in a dying solar system, uncovering a system-wide secret.
Why this is here
Characterization labels: mercenary · soldier for hire · hacker · refugee · privileged heir · trans protagonist · non-binary protagonist · deaf protagonist · older protagonist · idealistic character · cynical character · morally grey characters · complex characters · female-led ensemble · antiheroic · survivor
Semantic match: ranked by characterization
Distance: 0.2163
A rescue crew answers a distress call on a remote planet and finds a deadly infection, hidden secrets, and no easy escape.
Why this is here
Characterization labels: ragtag crew · skeleton crew · intern · pilot · captain · microbiologist · mechanic · support crew · scientist · young survivor · unqualified leadership · flawed characters · stubborn characters · reckless leader · resourceful heroine · underestimated intern · disabled protagonist · queer protagonist
Semantic match: ranked by characterization
Distance: 0.2163
A multiverse-spanning team races to stop an AI-human war from unleashing extinction across countless Earths.
Why this is here
Characterization labels: ragtag team · oddball team · misfit protagonists · AI protagonist · untethered AI · cat-like warrior · rabbit-descended child · digital consciousness · digital ghost · human soldier · soldier atonement arc · conscienceless killer · rogue spy · idealistic child · scientist-turned-AI · ordinary people in epic events · redemptive transformation · snarky character · prickly character
Semantic match: ranked by characterization
Distance: 0.2167
A queer mechanic's daughter gets swept into interplanetary mech jousts and a movement to free princesses from patriarchy.
Why this is here
Characterization labels: ragtag group · working-class protagonist · mechanic's daughter · butch lesbian · sapphic cast · queer ensemble · gladiators · princesses · mentors · rebel women · trans character · interracial relationship · mystery woman · charismatic women · complex characters · well-rounded characters
Semantic match: ranked by characterization
Distance: 0.2171
