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Combine common axes
These books are ranked using the plot structure labels extracted for The Girl Who Could Fly.
Plot structure labels used: discovery of powers, escalating secrecy, school reveal, beneath-the-surface mystery, slow build, twists and turns, midbook tonal shift, withheld information, fast-paced finale, surprise reveal
Focused on “fast-paced” where exact label matches exist.
This does not mean the books share the same plot, setting, quality, or difficulty. It means their plot structure embeddings are close.
At an elite boarding school, a grieving teen confronts a clone of her dead best friend and a web of secrets.
Why this is here
Plot structure labels: slow start · fast-paced · plot twists · twist-driven · mystery reveals · info-dump · conspiracy unraveling · cliffhanger ending · rushed ending · multiple subplots
Semantic match: ranked by plot structure
Distance: 0.1689
An orphaned boy learns he can cross into a secret eighth day where ancient magic could destroy the normal world.
Why this is here
Plot structure labels: mystery reveal · slow reveal · cliffhanger ending · series setup · fast-paced · page-turner · twists and turns · rising danger · high-stakes climax · unexpected reveals · withheld backstory
Semantic match: ranked by plot structure
Distance: 0.1720
On a mission to test a new world for humanity, a botanist confronts a seductive alien mystery and vanishing crewmates.
Why this is here
Plot structure labels: mystery buildup · slow reveal · big twist · descent into madness · suspense escalation · fast-paced · short-form compression · clue-driven reveal · uneasy conclusion
Semantic match: ranked by plot structure
Distance: 0.1723
In a post-zombie future, two bloggers cover a presidential campaign and uncover a deadly conspiracy.
Why this is here
Plot structure labels: slow burn · info-dump heavy · mystery reveal · conspiracy unraveling · action bursts · unexpected twists · character-driven
Semantic match: ranked by plot structure
Distance: 0.1425
A bored brechó clerk gets pulled into a glitchy online game rescue, then starts doubting his mysterious new ally.
Why this is here
Plot structure labels: plot twist · multiple twists · midpoint reveal · open ending · rapid escalation · confusing finale · intrigue-driven · withheld information · fast-paced
Semantic match: ranked by plot structure
Distance: 0.1738
A retired soldier turned colonial ombudsman is pulled into leading a new settlement whose hidden purpose sparks galactic intrigue.
Why this is here
Plot structure labels: slow build · escalating revelations · political twist · multiple reversals · fast-paced · action-driven · tight plotting · revealed agenda · open ending · series culmination
Semantic match: ranked by plot structure
Distance: 0.1745
In a near-future NASA crisis, a PR man and a billionaire chase clues to a 50-year-old Moon landing secret.
Why this is here
Plot structure labels: slow build · mystery reveal · clue-driven · withheld information · cover-up investigation · twist ending · final reveal · multiple viewpoints
Semantic match: ranked by plot structure
Distance: 0.1521
In an 1980s small town, grieving parents uncover a secret genetic project tied to missing and endangered children.
Why this is here
Plot structure labels: mystery unraveling · slow build · twist ending · late reveal · multiple twists · misdirection · investigation-driven · conspiracy reveal · accelerating suspense
Semantic match: ranked by plot structure
Distance: 0.1601
When a London bank’s strange algorithm sparks vampire-like symptoms, Bob Howard’s secret agency must confront what it insists cannot exist.
Why this is here
Plot structure labels: investigation · escalating reveal · midbook pivot · twist ending · series-turning point · recap-heavy · repetitive exposition · dual-layer conspiracy · setup-and-payoff
Semantic match: ranked by plot structure
Distance: 0.1607
A down-on-his-luck private eye on a generation ship investigates a suspicious death and stumbles into a larger secret.
Why this is here
Plot structure labels: slow reveal · layered mystery · early clues · twist-driven · escalating stakes · conspiracy reveal · late explanation · multiple reveals · red herrings · satisfying conclusion
Semantic match: ranked by plot structure
Distance: 0.1610
In a world where people have nine lives, a teen who refuses to burn them uncovers a hidden conspiracy.
Why this is here
Plot structure labels: slow burn · fast paced · mystery reveal · conspiracy escalation · withheld explanations · open ending · twist-driven · investigative arc · repeated reversals
Semantic match: ranked by plot structure
Distance: 0.1612
A lone woman drives Scottish roads picking up muscle-bound hitchhikers, but her routine hides a far stranger truth.
Why this is here
Plot structure labels: slow reveal · gradual clueing · big reveal · withheld backstory · mystery-driven · tension buildup · sudden revelation
Semantic match: ranked by plot structure
Distance: 0.1618
