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Cover of Lost in Time by A.G. Riddle
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Lost in Time

A.G. Riddle

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Similar in plot structure

These books are ranked using the plot structure labels extracted for Lost in Time.

Plot structure labels used: dual timeline, alternating POVs, multiple timelines, short chapters, cliffhangers, twist driven, slow build, midpoint reveal, late reveal, survival intercut, withheld information, multiple universes, ending twist

Focused on “slow burn” 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.

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Cover of Another First Chance by Robbie Couch

Another First Chance

Robbie Couch · 2024 · Another First Chance

A grieving teen is blackmailed into a strange school study, where buried truths, old feelings, and new possibilities collide.

Semantic match: ranked by plot structure

Distance: 0.0758

Cover of The Fossil by Joshua T. Calvert

The Fossil

Joshua T. Calvert · 2021 · Secrets of Mars

In 2042, investigators chase a vanished archaeologist’s secret across Antarctica and Mars, uncovering a buried truth.

Semantic match: ranked by plot structure

Distance: 0.0802

Cover of Hive by D.L. Orton

Hive

D.L. Orton · 2025 · Madders of Time

In a dying biodome, two survivors send one man into the past to try to save humanity and their love.

Semantic match: ranked by plot structure

Distance: 0.0810

Cover of Greater Good by Timothy Zahn

Greater Good

Timothy Zahn · 2021 · Star Wars: Thrawn Ascendancy

Thrawn helps defend the Chiss Ascendancy from a hidden enemy using gifts, manipulation, and family politics.

Semantic match: ranked by plot structure

Distance: 0.0839

Cover of The Girl with the Red Balloon by Katherine  Locke

The Girl with the Red Balloon

Katherine Locke · 2017 · The Balloonmakers

A teen accidentally time-travels to 1988 East Berlin and joins a magical resistance while history and family secrets collide.

Semantic match: ranked by plot structure

Distance: 0.0605

Cover of The River of No Return by Bee Ridgway

The River of No Return

Bee Ridgway · 2014 · River of No Return

A Regency aristocrat and a 21st-century time traveler are pulled into a secret war over control of time.

Semantic match: ranked by plot structure

Distance: 0.0618

Cover of The After War by Brandon Zenner

The After War

Brandon Zenner · The After War

Two survivor groups leave hidden refuges after apocalypse and disease, crossing a ruined continent toward family and a changed world.

Semantic match: ranked by plot structure

Distance: 0.0630

Cover of The Future of Another Timeline by Annalee Newitz

The Future of Another Timeline

Annalee Newitz · 2019

Two women across decades join a covert time-war over history, feminism, and who gets to shape the future.

Semantic match: ranked by plot structure

Distance: 0.0665

Cover of Pandemic by A.G. Riddle

Pandemic

A.G. Riddle · 2017 · The Extinction Files

A CDC epidemiologist and an amnesiac man race to stop a fast-moving outbreak tied to a hidden global conspiracy.

Semantic match: ranked by plot structure

Distance: 0.0674