Find similar books by
Combine common axes
These books are ranked using the plot structure labels extracted for Touch.
Plot structure labels used: action-packed, fast paced, mystery-driven, twists and turns, secrets revealed gradually, on the run, hidden past reveal, series setup
Focused on “twist ending” 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.
A wrongfully convicted teen is trapped on a livestreamed death-row island and must survive long enough to prove her innocence.
Why this is here
Plot structure labels: fast paced · action packed · twists and turns · mystery reveal · whodunit · serial reveals · flashbacks · plot-driven
Semantic match: ranked by plot structure
Distance: 0.1077
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: 0.1142
Four astronauts return from Mars to find Earth emptied of humanity and race to learn why before it's too late.
Why this is here
Plot structure labels: mystery-driven · action-packed · fast-paced · cliffhangers · twists and turns · series teaser · reveal ending · survival journey · road-trip structure · flashbacks
Semantic match: ranked by plot structure
Distance: 0.1193
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: 0.1198
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: 0.1213
A grieving teen discovers she’s DNA-bound to protect her best friend from a hidden killer—and from her own changing life.
Why this is here
Plot structure labels: fast-paced · action-packed · twists and turns · mystery reveal · withheld explanations · shocking ending · series opener · unanswered questions
Semantic match: ranked by plot structure
Distance: 0.1238
A teen dome-dweller crosses into a toxic outside world of mutants, danger, and forbidden love, forcing a hard choice.
Why this is here
Plot structure labels: series opener · fast-paced · action-driven · twists and turns · cliffhanger ending · setup novel · keeps secrets · reveal-driven · race against time
Semantic match: ranked by plot structure
Distance: 0.1256
A math-savvy mercenary is pulled into a mind-control conspiracy that leaves her unsure which thoughts are hers.
Why this is here
Plot structure labels: twists and turns · mystery-driven · fast-paced · non-stop action · series setup · open ending · cliffhanger · withheld backstory
Semantic match: ranked by plot structure
Distance: 0.1274
A lone teen survives an alien mind-control invasion of London and joins a small resistance with secrets of its own.
Why this is here
Plot structure labels: fast-paced · action-driven · page-turner · mystery reveal · withheld backstory · time jump · trainings skipped · questions unanswered · twist ending · open-ended sequel setup
Semantic match: ranked by plot structure
Distance: 0.1603
A special-ops team uses secret future-jumping tech to stop attacks before they happen, but each mission lasts only four minutes.
Why this is here
Plot structure labels: fast-paced · action-driven · cliffhanger ending · series setup · escalating stakes · reveals withheld · twist ending · ongoing conflict · no tidy resolution · mystery reveal
Semantic match: ranked by plot structure
Distance: 0.1614
A dying teen corporate mindwalker turns fugitive and infiltrates a rebel group to uncover a conspiracy before time runs out.
Why this is here
Plot structure labels: fast-paced · action-driven · twists · mystery reveal · race against clock · single mission goes wrong · betrayal setup · withheld secrets · twist ending · closed-ended
Semantic match: ranked by plot structure
Distance: 0.1614
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: 0.1627
