AI vs Readers

Top books: Romance

AI scores each book across five 10-point criteria. Readers vote on the same scale, so the algorithmic and reader rankings can sit side by side.

Genres

Rankings by category

AI

Top 100

AI-rated books: 32. Reader-ranked books: 0.

#2

Author: Christina Lauren

Setting: Chicago, Illinois

AI #2

Chemistry8/10Feeling8/10Conflict8/10Payoff8/10Mood8/10
#4

Author: Alex Aster

Setting: New York City, New York

AI #4

Chemistry8/10Feeling8/10Conflict8/10Payoff8/10Mood8/10
#5

Author: Ana Huang

Setting: Shanghai, China

AI #5

Chemistry8/10Feeling8/10Conflict8/10Payoff8/10Mood8/10
#6

Author: Uzodinma Iweala

Setting: Washington, D.C.

AI #6

Chemistry8/10Feeling8/10Conflict8/10Payoff8/10Mood8/10
#7

Author: Ali Hazelwood

Setting: Stanford University, California

AI #7

Chemistry8/10Feeling8/10Conflict8/10Payoff8/10Mood8/10
#8

Author: Liz Tomforde

Setting: Chicago, Illinois

AI #8

Chemistry8/10Feeling8/10Conflict8/10Payoff8/10Mood8/10
#10

Author: Nora Roberts

Setting: Boonsboro, Maryland

AI #10

Chemistry8/10Feeling8/10Conflict8/10Payoff8/10Mood7/10
#12

Author: Pamela M. Kelley

Setting: Nantucket, Massachusetts

AI #12

Chemistry7/10Feeling8/10Conflict8/10Payoff8/10Mood8/10
#13

Author: Christina Lauren

Setting: Maui, Hawaii

AI #13

Chemistry8/10Feeling8/10Conflict8/10Payoff8/10Mood7/10
#15

Author: Nicholas Sparks

Setting: New Bern, North Carolina

AI #15

Chemistry8/10Feeling7/10Conflict8/10Payoff7/10Mood8/10
#17

Author: Alexis Hall

Setting: Oxford, England

AI #17

Chemistry8/10Feeling8/10Conflict7/10Payoff8/10Mood7/10
#18

Author: Alexis Hall

Setting: London, England

AI #18

Chemistry8/10Feeling8/10Conflict7/10Payoff7/10Mood8/10
#20

Author: Ali Hazelwood

Setting: Stanford University, California

AI #20

Chemistry8/10Feeling8/10Conflict7/10Payoff7/10Mood8/10
#21

Author: Anthony Doerr

Setting: Saint-Malo, France

AI #21

Chemistry7/10Feeling7/10Conflict8/10Payoff8/10Mood8/10
#23

Author: Mary Roberts Rinehart

Setting: Vienna, Austria

AI #23

Chemistry7/10Feeling7/10Conflict8/10Payoff8/10Mood7/10
#25

Author: Heidi Chiavaroli

Setting: Concord, Massachusetts

AI #25

Chemistry7/10Feeling8/10Conflict7/10Payoff8/10Mood7/10
#26

Author: Tommy Orange

Setting: Oakland, California

AI #26

Chemistry8/10Feeling7/10Conflict7/10Payoff7/10Mood8/10
#28

Author: J.T. Geissinger

Setting: New Orleans, Louisiana

AI #28

Chemistry7/10Feeling7/10Conflict7/10Payoff8/10Mood7/10
#29

Author: Carley Fortune

Setting: Barry’s Bay, Ontario

AI #29

Chemistry7/10Feeling7/10Conflict7/10Payoff7/10Mood8/10
#30

Author: Rachel Hauck

Setting: New York City, New York

AI #30

Chemistry7/10Feeling7/10Conflict8/10Payoff7/10Mood7/10
#31

Author: Edith Wharton

Setting: New York City, New York

AI #31

Chemistry7/10Feeling7/10Conflict7/10Payoff8/10Mood7/10
#32

Author: Ali Hazelwood

Setting: MIT, Cambridge, Massachusetts

AI #32

Chemistry7/10Feeling7/10Conflict8/10Payoff7/10Mood7/10

Criteria

Romance

Chemistry

Spark between characters and believable attraction.

Feeling

Truth of emotion, tenderness, and hurt.

Conflict

An obstacle that carries the romance instead of merely blocking it.

Payoff

Emotional reward for the reader.

Mood

Style, atmosphere, and pleasure of spending time in the relationship.