What we read so you don't have to
Built on 534 million BookTok plays.
No competitor reads what readers actually engage with.
Most "trope intelligence" tools recycle 2022 bestseller lists. Tropesmith ingests live BookTok virality, Goodreads reader shelves, Amazon supply, and Reddit asks — weighted by what readers are reaching for this month.
BookTok virality
0
plays observed
31 hashtags tracked
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910 viral videos parsed
Goodreads readers
0
shelf signals
6,711 reviews mined
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216 books deep-tagged
Amazon bestsellers
0
books analyzed
12,784 tropes extracted
·
Kindle + print
Direct reader asks
0
demand signals
BookTok + Reddit + Goodreads
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Structured by Claude
What's hot this month on BookTok
#darkromance 127M plays
#bridgerton 61M plays
#romancetok 45M plays
#icebreaker 38M plays
#romancebooks 35M plays
#acotar 14M plays
#darkromancebooks 10M plays
#workplaceromance 7M plays
#romantasy 7M plays
The mechanism
Our recommendation engine weights BookTok signals highest — a viral video carrying millions of plays is the strongest social-proof signal in the corpus. Reddit asks come second (explicit reader requests). Goodreads reviews come third (single-reader praise). Then we cross-reference what's over-supplied on Amazon to find the gap. That's what your Map reflects.