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Combine common axes
These books are ranked using the plot structure labels extracted for #Murdertrending.
Plot structure labels used: fast paced, action packed, twists and turns, mystery reveal, whodunit, serial reveals, flashbacks, plot-driven
Focused on “action-driven” 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.
Two soldiers survive a deadly attack and are pulled into a secret UFO investigation that turns lethal in Alaska.
Why this is here
Plot structure labels: fast-paced · action-driven · twists and turns · mystery reveal · escalating threat · multiple factions · open-ended · series setup
Semantic match: ranked by plot structure
Distance: 0.1274
A young inventor girl and her friends race to protect her grandfather’s secrets in a fairy-tale steampunk world.
Why this is here
Plot structure labels: fast-paced · action-driven · adventure-loaded · mystery-driven · plot twists · surprises · cliffhanger ending · series setup · reveals backstory · open ending
Semantic match: ranked by plot structure
Distance: 0.1302
A misfit girl at a terrifying island school uncovers a monstrous secret and must outwit the adults behind it.
Why this is here
Plot structure labels: fast paced · action packed · plot twists · cliffhangers · mystery buildup · secret reveal · chaotic ending
Semantic match: ranked by plot structure
Distance: 0.1015
A rebellious teen shelters a mysterious boy with a lethal touch, exposing a secret world of powered captives.
Why this is here
Plot structure labels: action-packed · fast paced · mystery-driven · twists and turns · secrets revealed gradually · on the run · hidden past reveal · series setup
Semantic match: ranked by plot structure
Distance: 0.1077
A deadly mercenary takes a risky retrieval job that forces her to train a rookie and trust almost no one.
Why this is here
Plot structure labels: fast paced · action-driven · twists and turns · mystery withholding · abrupt ending · unresolved mystery · short-form adventure · lead-in
Semantic match: ranked by plot structure
Distance: 0.1402
In 2095, a cyborg enforcer’s glitch cracks open a perfect society and leads her toward forbidden love and rebellion.
Why this is here
Plot structure labels: fast-paced · action-driven · twists and turns · plot twists · revelations · mystery withholding · character arc · awakening arc · cliffhanger · sequel setup · unexpected ending
Semantic match: ranked by plot structure
Distance: 0.1409
A stranded Mars survivor investigates a dead man's impossible arrival and uncovers a hidden colony of clones.
Why this is here
Plot structure labels: fast-paced · action-driven · mystery reveal · investigation quest · surprise discovery · cliffhanger ending · setup for next book · chase scene · short episodic arc · multiple reveals
Semantic match: ranked by plot structure
Distance: 0.1437
A powerless teen in a superpowered society discovers heroes may be the real threat—and teams up with villains.
Why this is here
Plot structure labels: fast-paced · action-driven · cliffhanger ending · series setup · reveal-heavy · twist-driven · quick read · front-loaded action · short timeline · ongoing mystery
Semantic match: ranked by plot structure
Distance: 0.1439
Four street-level Marvel heroes reunite to stop a returning enemy from seizing New York’s underworld.
Why this is here
Plot structure labels: fast-paced · action-driven · cliffhanger ending · serial setup · mystery box · open ending · issue-to-issue escalation · cameo-driven
Semantic match: ranked by plot structure
Distance: 0.1455
Two paleontologists use the first time machine to study dinosaur extinction—and uncover a wildly altered prehistoric Earth.
Why this is here
Plot structure labels: fast-paced · action-driven · mystery reveal · alternate timeline · twist ending · short novel · quick read · multiple timelines
Semantic match: ranked by plot structure
Distance: 0.1474
A boy and his sister follow clues from their missing archaeologist parents into a hidden world of ancient cultures, dinosaurs, and danger.
Why this is here
Plot structure labels: fast-paced · action-driven · quest narrative · mystery reveal · cliffhanger ending · series setup · twists and turns · withheld explanations · late revelations
Semantic match: ranked by plot structure
Distance: 0.1477
A genetically enhanced assassin gets an unexpected protection job in a brutal cyberpunk future full of secrets and danger.
Why this is here
Plot structure labels: fast-paced · action-driven · mystery-driven · twisty · cliffhanger ending · open ending · compact narrative · single-thread plot · little downtime
Semantic match: ranked by plot structure
Distance: 0.1540
