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Combine common axes
These books are ranked using the plot structure labels extracted for The Immortal Hulk, Vol. 7: Hulk is Hulk.
Plot structure labels used: arc wrap-up, arc setup, cliffhanger ending, reveals withheld, back-half transition, interwoven subplots, mindscape sequences, flashback issue, issue-by-issue guest art
Focused on “cliffhangers” 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.
Deadpool wages a violent, joke-filled war on S.H.I.E.L.D. while old wounds, betrayals, and a body-sharing problem resurface.
Why this is here
Plot structure labels: ongoing arc · continuation · wrap-up · flashback issue · retro issue · tie-up loose ends · side-story interlude · setup for next volume · reveals
Semantic match: ranked by plot structure
Distance: 0.1171
In a plague-ravaged world where nearly all males are gone, Yorick’s quest widens across the globe as mysteries and loyalties collide.
Why this is here
Plot structure labels: serial arcs · collected issues · mid-series volume · questions answered · mystery reveals · cliffhangers · interlocking subplots · flashback inserts · cross-continental shift · arc-based storytelling
Semantic match: ranked by plot structure
Distance: 0.1486
Sam Wilson inherits Captain America’s shield, then faces backlash, political fallout, and bizarre threats in modern America.
Why this is here
Plot structure labels: issue collection · status quo disruption · rebranding arc · mid-arc tonal shift · satirical escalation · serial buildup · cliffhanger setup · multiple subplots · interwoven chronology
Semantic match: ranked by plot structure
Distance: 0.1242
Two Guardians stories: a long-buried cosmic secret is revealed, then an out-of-control symbiote leads the team to its homeworld.
Why this is here
Plot structure labels: two-arc collection · flashback reveal · tie-in crossover · continuity clarification · setup payoff · cliffhanger ending · body-jumping threat · origin reveal
Semantic match: ranked by plot structure
Distance: 0.1357
Barry Allen battles a newly powered Rogues gallery while old threats and hidden backstories collide in Central City.
Why this is here
Plot structure labels: multi-arc collection · serialized continuity · interwoven plot threads · cliffhanger ending · flashback origin issue · nonlinear reveal · slow burn · set-up volume · jarring transitions · off-panel developments
Semantic match: ranked by plot structure
Distance: 0.1397
Kate Pryde captains a mutant rescue ship in Krakoa’s new era, while Hellfire politics and rival power plays close in.
Why this is here
Plot structure labels: first arc · setup-heavy · cliffhanger ending · serialized · multi-issue arc · background conspiracy · interlocking subplots · status quo shift
Semantic match: ranked by plot structure
Distance: 0.1412
Invincible faces escalating alien threats, personal upheaval, and a looming war while wrestling with what kind of hero he should be.
Why this is here
Plot structure labels: breather arc · interlude · setup volume · transitional arc · multiple plot threads · recap issue · sidequest · cliffhanger setup · exposition-heavy · issue-to-issue plotting
Semantic match: ranked by plot structure
Distance: 0.1422
A relaunch volume that assembles a new multinational mutant team and launches the modern X-Men era.
Why this is here
Plot structure labels: serial arc · issue-to-issue continuity · cliffhanger ending · introductory arc · reintroduction · character-driven arc · team-formation arc · one- and two-parters · foreshadowing · ongoing subplot
Semantic match: ranked by plot structure
Distance: 0.1438
After their enemies fall, the Runaways face a new power vacuum, a time warning, and a mysterious newcomer.
Why this is here
Plot structure labels: new arc · relaunch · time-travel inciting incident · mystery reveal · cat-and-mouse chase · cliffhanger ending · misdirection · multiple plot threads
Semantic match: ranked by plot structure
Distance: 0.1445
Deadpool takes on a demon's soul-collection scheme while juggling mind-bond chaos, flashbacks, and superhero crossovers.
Why this is here
Plot structure labels: issue-by-issue arc · flashback opener · retro throwback issue · serial continuity · ongoing subplot · cliffhanger ending · backstory insertion · mid-arc revelation · crossover episode feel
Semantic match: ranked by plot structure
Distance: 0.1450
Batman’s team faces a mythic assassin league in Gotham while Cassandra Cain confronts her past and identity.
Why this is here
Plot structure labels: multi-issue arc · prologue · back-up stories · setup for future arc · teaser ending · interlocking subplots · flashback · dual storyline · ensemble rotation · ongoing serial
Semantic match: ranked by plot structure
Distance: 0.1462
The Flash must stop Gorilla Grodd’s invasion of Central City, forcing an uneasy team-up with the Rogues.
Why this is here
Plot structure labels: multi-issue arc · two-part follow-up arc · cross-cutting subplots · cliffhanger ending · setup for next volume · event-style storyline · tied-up loose ends
Semantic match: ranked by plot structure
Distance: 0.1470
