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Cover of Cold Storage by Michael C. Grumley
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Cold Storage

Michael C. Grumley

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Similar in plot structure

These books are ranked using the plot structure labels extracted for Cold Storage.

Plot structure labels used: direct sequel, starts in medias res, immediate continuation, slow build, accelerating pace, midbook twist, late reveal, surprise ending, series hook, action-driven, chase narrative, withheld backstory, cryptic chapter openings

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.

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Cover of The Sound of Echoes by Eric Bernt

The Sound of Echoes

Eric Bernt · 2019 · Speed of Sound Thriller

An autistic inventor’s sound-capturing device draws kidnappers, conspirators, and unlikely allies into a high-stakes chase.

Why this is here

Plot structure labels: sequel continuation · direct continuation · starts in medias res · minimal recap · immediate pickup · high momentum · fast-paced chase · action-driven · race against time · escalation · seamless transition · loose ends tied up · satisfying ending · chapter-to-chapter flow

Semantic match: ranked by plot structure

Distance: 0.0831

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Cover of Torchfire by Moira Buffini

Torchfire

Moira Buffini · 2025 · The Torch Trilogy

In a fractured post-apocalyptic world, hunted youths, rival powers, and a new outsider POV push fragile peace toward collapse.

Why this is here

Plot structure labels: sequel continuation · direct pickup · multi-POV · multiple threads · interwoven arcs · slow build · action-driven · plot twists · mid-series bridge · cliffhanger ending · new viewpoint introduction · reveals through action

Semantic match: ranked by plot structure

Distance: 0.1159

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Cover of Across the Sand by Hugh Howey

Across the Sand

Hugh Howey · 2022 · The Sand Chronicles

In a sand-buried future, rival families and factions collide as sibling loyalties and revenge quests reshape a harsh world.

Why this is here

Plot structure labels: direct sequel · multi-POV · parallel storylines · interwoven timelines · time jumps · slow build · action-driven · converging arcs · cliffhanger carryover · open ending

Semantic match: ranked by plot structure

Distance: 0.1209

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Cover of The Dark and Hollow Places by Carrie Ryan

The Dark and Hollow Places

Carrie Ryan · 2011 · The Forest of Hands and Teeth

In a zombie-ravaged Dark City, scarred Annah must survive, reunite her lost twin, and face a dangerous new love.

Why this is here

Plot structure labels: direct sequel · series conclusion · multi-POV series arc · new protagonist · interwoven storylines · open-ended ending · high tension · fast pace · action-driven · cliffhanger carryover · shared world continuity · parallel resolution

Semantic match: ranked by plot structure

Distance: 0.1321

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Cover of Fractured by Teri Terry

Fractured

Teri Terry · 2013 · Slated

An amnesiac teen’s returning memories expose hidden loyalties, dangerous secrets, and a trap set by those she trusts.

Why this is here

Plot structure labels: direct sequel · immediate continuation · memory fragments · slow reveal · midbook buildup · cliffhanger ending · twist-driven · question-led · flashbacks · suspense escalation · late payoff

Semantic match: ranked by plot structure

Distance: 0.1107

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