Cozy Fantasy → Magical Bakery
The magical-bakery / cozy-shop sub-trope is small but exceptionally clean: KU read-through ratio (book 2 / book 1 review counts) sits at 0.81, the highest in cozy fantasy, indicating strong reader retention. KDP supply is thin — 23 active KU titles in the top-1000 BSR — and Royal Road has only 4 stories with >5k followers. Modest ceiling but a near-empty shelf and excellent series mechanics.
Synthesis written by Claude based on the signals below.
4-axis radar
Axis breakdown
How we score →Demand
55Reader appetite minus title supply. High = hungry market, thin shelf.
Trend
5290-day momentum across Royal Road, Reddit, and NovelUpdates.
Revenue
71KU penetration, paperback price depth, audiobook arbitrage.
Channel
78Series friendliness and cross-channel readability.
KDP top performers · PA-API
Top books in this niche
Sample Book Title 1
Author Name
Sample Book Title 2
Author Name
Sample Book Title 3
Author Name
Royal Road
Top web-novel stories
- № 01Magical Bakery / Shop story #12,680 ♥134 ch
- № 02Magical Bakery / Shop story #23,160 ♥148 ch
- № 03Magical Bakery / Shop story #33,640 ♥162 ch
- № 04Magical Bakery / Shop story #44,120 ♥176 ch
- № 05Magical Bakery / Shop story #54,600 ♥190 ch
Rising sub-hooks
What's accelerating inside Magical Bakery / Shop
Reddit · 30 days
What readers are asking for
- ▲ +287
Looking for a LitRPG with crafting and base building
r/litrpg
- ▲ +154
Why are dungeon cores everywhere now?
r/RoyalRoad
- ▲ +98
Recommend me a story where the MC builds a base over time
r/ProgressionFantasy
How to read this page
Composite is the weighted geometric mean of four normalized axes: demand, trend, revenue, channel. Every signal traces back to a public source. Republished data is licensed via Amazon PA-API and Royal Road / NovelUpdates public pages.