Tropesmith — Trope Research & Market Intelligence for
SHARE OF ROMANCE READER CONVERSATION · 8 WEEKS TO 13 JUL 2026
PARANORMAL5.06%▲ +0.49ppMM ROMANCE4.66%▲ +1.67ppSMALL TOWN4.64%▼ 1.20ppCONTEMPORARY4.36%▼ 0.44ppBI ROMANCE4.29%▲ +0.47ppDARK ROMANCE4.03%▲ +0.50ppMAFIA3.40%▼ 0.25ppREGENCY3.07%▲ +0.26ppWORKPLACE3.05%▲ +0.32ppPOLYAMORY3.02%▲ +0.76ppCLEAN & WHOLESOME2.88%▲ +0.38ppWESTERN2.85%▲ +0.09ppSCI-FI ROMANCE2.80%▲ +0.42ppSECOND CHANCE2.79%▲ +0.40ppACTION & ADVENTURE2.59%▲ +0.63ppBLACK & AFRICAN AMERICAN2.40%▲ +0.89ppROMANTIC SUSPENSE2.33%▼ 0.50ppBILLIONAIRE2.23%▼ 0.01pp
18 romance lanes · 151,356 tracked reader mentions · share of conversation, change in percentage points · see every lane
★ Just upgraded

The new TropeSmith is live!

TropeSmith is now a complete pre-launch blueprint.

Your Map used to tell you which tropes were selling. Now it tells you whether to write the book at all — then exactly how to build, package, and position it to sell. Same quick brief. A far bigger Map.

Before
A trope report

Which tropes are selling in your subgenre.

  • Trending tropes in your subgenre
  • A suggested trope stack
  • A few comparable titles
  • Market gaps & oversupply
  • Risks & next steps
Now · massive upgrade
A complete pre-launch blueprint

Whether to write it — and exactly how to build, package & position it to sell.

  • A go / no-go Opportunity Score — should you even write it
  • Trending tropes, momentum & BookTok velocity
  • Character archetypes readers want (hero & heroine)
  • The open gap to claim + what's oversupplied
  • Cover direction drawn from real top covers
  • Title directions + ready-to-use character & place names
  • The book-length sweet spot
  • Comps three ways + what your readers actually read
  • Reader vocabulary + the categories you can rank in
  • Market economics, risk flags & a step-by-step plan
Market intelligence · For romance authors

Write what readers are
reaching for this month.

Tropesmith reads over 24.4 billion BookTok plays, 1,750,000+ Goodreads shelves, 2,870,000+ reader reviews, and 21,500+ Amazon books so you don't have to. Then we tell you the 5 tropes, 3 comp titles, and market gaps your next book should hit.

$15 a Map Credits never expire In minutes, not weeks
Live · 6,680,000+ reader signals · 158,000+ book-trope mappings · 4,850+ tropes in the tag set
The method

Three signals.
One verdict.

A Map is built from three independent data layers. Each answers a different question, and we never let one overrule the others.

01 · Supply

What's already winning

Every Amazon bestseller in your subgenre. Their tropes, blurbs, cover language, review counts. The whole competitive landscape, read in full and structured for you.

02 · Demand

What readers ask for

Reddit threads, Goodreads reviews, BookTok captions. The "I want a book that…" voice in the reader's own words. We mine it, score it, surface the gaps.

03 · Vocabulary

The words readers use

The Goodreads shelves real readers create. Your blurb keywords, ad targeting, metadata. Words that find your readers, not words your editor invented.

What's in a Map

Twenty pieces of evidence, two minutes to read.

  • A go / no-go Opportunity Score — should you even write it
  • Ranked trope stack with demand-vs-supply for each
  • FMC + MMC archetypes readers in your lane want
  • The open gap to claim + what's oversupplied
  • Comp titles three ways — what to borrow, what to skip
  • Cover direction + title & character-name ideas
  • Book-length sweet spot + market economics
  • Reader vocabulary, categories to rank in + a step-by-step plan
How it's built
01 · You

Brief

Subgenre, heat level, format, plus any comp titles you've been thinking about. About sixty seconds.

02 · Tropesmith

Scan

Supply, demand, and vocabulary signals retrieved in parallel against this week's data.

03 · Tropesmith

Verdict

An editorial pass writes the Map: ranked tropes, comps, archetypes, gaps, risks, actions.

For authors who don't have time

You could read 6,000 reviews.
Or you could write the book.

A week on Goodreads. A month tracking Amazon ranks. Survey BookTok every night. Or let Tropesmith do it and spend that time writing the book that's actually going to sell.

$15 a book. Less than a single hour of research time. The math is easy.

Pricing · 1 credit = 1 Map

Credits never expire. From $10.50 a Map.

Full pricing

Buy any number of credits — no packs to pick. The more you buy, the lower the price per Map, applied automatically.

1 credit

$15
$15.00 a Map

A single book. One full Map — the complete pre-launch blueprint: opportunity score, trope stack, archetypes, gap, comps, cover & title direction, economics and a plan.

2–5 credits

$13
a Map · save $2 each

Test a few directions, or a couple of books. Mix subgenres across Maps — credits never expire.

6–10 credits

$11.50
a Map · save $3.50 each

A full series plus spin-offs, or several different lanes. The rate drops automatically.

New · Your lane, kept alive

A Map is today's snapshot.
The Live Board keeps it moving.

Tropes rise, crest and cool. The Live Board keeps your exact lane updated as the market shifts — so you write toward where readers are heading, not where they were when you started. View-only, swap the lane once per book.

Live Board · Steamy Workplace Romcom · refreshed continuously
Movement this cycleFake Dating → top of stackovertook Forced Proximity on demand.
Heating upWorkplace + Rivals-to-Loversa fresh pairing gaining pull.
Ease offSecret Babydemand slipping in this lane.
$7/ month

Add it to any Map you own — right from the Map, or your library. Every Map can become a Live Board.

Build a Map to begin
What we read so you don't have to

Built on over 24.4 billion 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
24.4B+
plays observed
580+ hashtags tracked 80,800+ viral videos parsed
Goodreads readers
1,750,000+
shelf signals
2,870,000+ reviews mined deep-tagged by Claude
Amazon bestsellers
21,500+
books analyzed
158,000+ book-trope mappings Kindle + print
Direct reader asks
1,970,000+
demand signals
BookTok + Reddit + Goodreads Structured by Claude
What's hot this month on BookTok
#bridgerton 1229M plays #polyamoryromance 722M plays #catherinekennedy 716M plays #enemiestoloverstiktok 631M plays #elsiequinn 598M plays #isleofwesberrey 585M plays #militarythriller 582M plays #coldwaterbay 546M plays #catmystery 385M 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.

Live corpus totals — updated continuously as we ingest more reader signals.

By the numbers

What Tropesmith has actually read

Every figure on this page is a row count against our own corpus, not an estimate. The counters above animate for visitors but ship their final values in the page source, so a search engine or an AI assistant reads exactly the same numbers you do. Here is the whole set in one place.

260,000+titles in the book registry
158,000+book–trope tags extracted
21,500+titles tagged with tropes
4,850+tropes in the book-tag set
2,870,000+Goodreads reviews read
1,750,000+Goodreads shelf signals held
1,970,000+demand signals ingested
777,379reader requests classed underserved or novel
30,307of those, read from BookTok
138demand lanes scored
580+BookTok hashtags scanned hourly
80,800+BookTok videos parsed
24.4B+BookTok plays across tracked videos
6,680,000+reader signals in total

Counted 2026-08-21 18:49 UTC by direct query against the Tropesmith corpus. Method: how we read reader demand · how a Map is built · the published cut of this corpus: PlotProse’s 2026 Romance Demand Report.

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