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These books are ranked using the motifs labels extracted for Land.
Motifs labels used: EMP, electronics outage, money, bikes, road trip, border, maple leaf, guns, food supplies, travel route
This does not mean the books share the same plot, setting, quality, or difficulty. It means their motifs embeddings are close.
An EMP strands a college freshman in Chicago, forcing her to flee chaos while protecting a young girl and finding family.
Why this is here
Motifs labels: power outage · dead phones · Faraday backpack · go bag · survival pack · looting · planes falling · street chaos · prepper warnings
Semantic match: ranked by motifs
Distance: 0.1623
After a solar flare knocks out power worldwide, a coastal-town loner and new allies fight chaos, conspiracies, and control.
Why this is here
Motifs labels: darkness · power outage · electricity · solar flare · CME · EMP · cycling · food stockpiles · water filters · guns · vehicles · radios · cliffhanger chapters · dog companion
Semantic match: ranked by motifs
Distance: 0.1822
An American family on vacation in rural Ireland must survive after an EMP-like disaster wipes out modern life.
Why this is here
Motifs labels: electronics outage · food scarcity · animals · horses · wood stove · cellar supplies · prayer · storms · violence
Semantic match: ranked by motifs
Distance: 0.1833
A family receives a radio kill-list warning as society erupts into violent chaos, forcing them to flee and survive.
Why this is here
Motifs labels: radio broadcast · names and addresses · power outage · car travel · food and water · guns · light in sky · aurora borealis · burning cities · road map
Semantic match: ranked by motifs
Distance: 0.1921
When all electricity dies without explanation, a dysfunctional suburban family must confront collapse, scarcity, and each other.
Why this is here
Motifs labels: electricity · phones · cars · water shortages · Whole Foods · toilet paper · cash · vape · alcohol · bikes · planes falling · looting · flashlights
Semantic match: ranked by motifs
Distance: 0.1959
When global oil supplies are severed, one family races through collapsing Britain and Iraq to survive and reunite.
Why this is here
Motifs labels: fuel · canned food · power outage · looting · riots · fires · roads blocked · running water · transport shutdown · stockpiling · lights out
Semantic match: ranked by motifs
Distance: 0.2071
A solar storm knocks out the world’s power, forcing estranged siblings to survive chaos in radically different ways.
Why this is here
Motifs labels: electricity · blackout · bunker · food storage · gardening · water scarcity · radio · cash · checkpoints · loose ends
Semantic match: ranked by motifs
Distance: 0.2087
Trapped in a darkened mall after a deadly outbreak, a group of teens must survive chaos and find a way out.
Why this is here
Motifs labels: darkness · light outage · food scarcity · quarantine · windows · epilogue · news reports · texts · notebook · malls
Semantic match: ranked by motifs
Distance: 0.2103
A solar flare cripples modern life in a Texas town, forcing one mother, her old love, and their neighbors to survive.
Why this is here
Motifs labels: Northern Lights · solar flare · insulin · electricity · power outage · bartering · stockpiles · emergency lists · water · cars not working · cell phones · church scenes · prayer
Semantic match: ranked by motifs
Distance: 0.2104
A college freshman with a prepper father must survive nationwide collapse and a dangerous road home using hidden supplies.
Why this is here
Motifs labels: key · locker · supplies · maps · truck · guns · food storage · power outage · college dorm · video games
Semantic match: ranked by motifs
Distance: 0.2135
In an isolated Australian town, a prepper’s daughters must choose between family rules and helping their community after the power fails.
Why this is here
Motifs labels: bunker · bug out bag · power outage · electricity loss · survival gear · water supplies · food supplies · medical supplies · solar flare · EMP · fire building · first aid · outback landscape
Semantic match: ranked by motifs
Distance: 0.2143
An EMP and monstrous storms separate a family in Florida and South Dakota as each fights to survive collapse.
Why this is here
Motifs labels: darkness · storms · power outage · flying debris · older vehicles · no phones · no lights
Semantic match: ranked by motifs
Distance: 0.2177
