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We Have Contact

Michael Anderle

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Similar in characterization

These books are ranked using the characterization labels extracted for We Have Contact.

Characterization labels used: strong female lead, female commander, antiheroic lead, loyal team, strong side characters, AI characters, military leadership, hacker, shapeshifter, alien beings

This does not mean the books share the same plot, setting, quality, or difficulty. It means their characterization embeddings are close.

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Velocity Weapon

Megan E. O'Keefe · 2019 · The Protectorate

A stranded gunnery sergeant wakes on an enemy AI ship centuries later while her brother hunts her across a fractured star empire.

Why this is here

Characterization labels: strong female lead · military officer · gunnery sergeant · younger brother · Keeper · sentient AI · rogue AI · spy · smuggler · thief · criminal · disabled protagonist · amputee · snarky protagonist · competent protagonist · reckless protagonist · political character

Semantic match: ranked by characterization

Distance: 0.0919

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Firstborn

Arthur C. Clarke, Stephen Baxter · 2007 · A Time Odyssey

A time-split Earth faces a new alien doomsday threat as Bisesa Dutt races across worlds for a way to save humanity.

Why this is here

Characterization labels: strong woman protagonist · female lead · AI characters · alien intelligence · stock characters · bland characters · many characters · humanity under pressure

Semantic match: ranked by characterization

Distance: 0.1187

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A Beautiful Friendship

David Weber · 2011 · Honorverse: Star Kingdom

A frontier girl and a telepathic treecat form first contact, then fight to protect their species from human greed.

Why this is here

Characterization labels: strong female lead · young heroine · precocious protagonist · resourceful heroine · competent protagonist · independent girl · loyal protagonist · animal companion · sapient alien

Semantic match: ranked by characterization

Distance: 0.1196

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Dark Matters

Michelle Diener · 2022 · Class 5

A hidden Earth woman, a sentient warship, and a conflicted commander race to survive an alien coverup on Tecra.

Why this is here

Characterization labels: resourceful heroine · brave heroine · strong heroine · determined heroine · human woman · alien commander · military officer · sentient ship · thinking system · AI character · supportive hero · protective hero · angry AI · loyal AI · conflicted hero

Semantic match: ranked by characterization

Distance: 0.1225

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Titan

John Varley · 1987 · Gaea

A Saturn expedition is swallowed by a living alien habitat, forcing its captain to reunite the crew and survive its strange world.

Why this is here

Characterization labels: female captain · strong female protagonist · female crew · crew ensemble · competent leader · alien intermediaries · shape-shifted survivors · clone sisters · lesbian characters

Semantic match: ranked by characterization

Distance: 0.1267

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Catalyst Gate

Megan E. O'Keefe · 2021 · The Protectorate

A crew of allies races to stop an ancient alien intelligence and unravel the gate mystery before humanity is destroyed.

Why this is here

Characterization labels: strong female lead · commanding hero · sarcastic protagonist · misfit crew · sentient ship · AI character · moral grayness · political leader · spy · wildcard character · competent team · queer characters · supporting cast

Semantic match: ranked by characterization

Distance: 0.1272

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Demon

John Varley · 1987 · Gaea

An insane alien world-god turns movie fantasies into reality, forcing Cirocco Jones into a final rebellion.

Why this is here

Characterization labels: strong female lead · complex heroine · charismatic protagonist · female agency · antiheroic lead · competent leader · ensemble cast · alien species

Semantic match: ranked by characterization

Distance: 0.1308

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Under My Heel

Michael Anderle · 2016 · The Kurtherian Gambit

A fierce leader and her growing team race to stop a violent enemy while new allies, tech, and secrets reshape the war.

Why this is here

Characterization labels: strong female lead · kick-ass heroine · alpha leader · team commander · found family · antihero antagonist · arrogant villain · growing side characters · large cast · character growth · badass team

Semantic match: ranked by characterization

Distance: 0.1315

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Word Puppets

Mary Robinette Kowal · 2015 · Lady Astronaut Universe

A chronological short-story collection blending fantasy, sci-fi, and alternate history, with recurring themes of loss, AI, and time travel.

Why this is here

Characterization labels: strong female characters · older protagonists · time-traveling heroine · puppeteer protagonist · AI character · documentarian protagonist · clones · warrior heroine · professional artist · moral dilemma protagonists

Semantic match: ranked by characterization

Distance: 0.1318

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The Quantum Curators and the Fabergé Egg

Eva St. John · 2020 · The Quantum Curators

A quantum curator from an alternate Earth races to recover a priceless Fabergé egg before hidden enemies sabotage the mission.

Why this is here

Characterization labels: strong female lead · male academic · archivist · professor · researcher · curator · team leader · stereotyped characters · flat characters · two-dimensional characters · intrepid team · rival agents

Semantic match: ranked by characterization

Distance: 0.1321

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Love Lost

Michael Anderle · 2015 · The Kurtherian Gambit

A foul-mouthed vampire leader builds her power and allies while hunting revenge for a brutal personal loss.

Why this is here

Characterization labels: strong female lead · female vampire protagonist · fierce heroine · snarky heroine · badass heroine · antiheroic lead · loyal team · protective team · ex-military characters · alien-enhanced character · ruthless but merciful · intelligent leader · commanding protagonist · powerful but vulnerable

Semantic match: ranked by characterization

Distance: 0.1325

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Nepenthe

Octavia Hyde · 2019 · We Are Nepenthe

A dying human colony and a collapsing alien species strike a risky survival bargain that turns first contact intensely intimate.

Why this is here

Characterization labels: alien commander · alien leader · second-in-command · human survivors · female host · male host · resourceful heroine · rational heroine · brave heroine · shapeshifting aliens

Semantic match: ranked by characterization

Distance: 0.1325

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