Tropesmith
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Free tools for authors

Everything below runs on the same engine our paid Maps run on, and every one of them is free to use. No sign-up wall, no trial clock, no credit card. If you only take one thing from this page, take the lane score for the subgenre you are about to write in.

12,200,000+rows across the review, shelf, demand-signal and BookTok-video tables (demand signals are extracted from the reviews, so the rows overlap)
5,070,000+Goodreads reviews read
2,860,000+demand signals analyzed
140+demand lanes tracked

The tools

Counted data

Trope Demand Checker

Type any genre and any trope, see the counted conversation volume: mentions, share of the genre, rank against every other trope published for it, and whether its share of the genre went up or down. No signup to see the read.

Check a trope →
Counted data

Trope Pair Finder

This shows trope pairs named together in demand signals against the number of published titles that carry both — two counted numbers side by side, lane by lane.

Compare the pairs →
Dated snapshot

BookTok Hashtag Picker

Everyone says “use BookTok hashtags”. This ranks the book hashtags in each lane by their share of the on-tag BookTok videos we sampled, with the number of videos scanned, each figure stamped with the date it was scanned.

Pick my hashtags →
Updated nightly

Romance Trope Opportunity Check

Pick your subgenre and see tropes near the top of the lane’s ranking by likes and upvotes on the posts behind their demand signals (no view of the shelf).

Check my subgenre →
Dated snapshot

Demand Signals by Subgenre

Which tropes romance readers name and praise, lane by lane — counted from demand signals in Goodreads reviews, BookTok comments and captions and Reddit posts. See which tropes readers mention most.

See demand signals →
Updated daily

Opportunity Finder

Every romance lane, ranked by one Green-Light verdict — so you compare lanes by one score instead of a hunch. Blends demand signals, lane economics and pricing health into a single score per lane.

See every lane ranked →
Live lookup

Book Category & Rank Checker

Paste an Amazon link or ASIN and see every category that book ranks in and where it sits in each one. The free, always-updated replacement for the retiring BKLNK category checker.

Check a book →
Updated daily

Lane Score

One number that answers “is this subgenre worth writing?” — opportunity score and rank, greenlight band, typical list price, Kindle Unlimited share, 30-day demand signals, the heat level readers expect and the length that sells. Available as a page or as JSON.

Score my lane →
Embeddable

Live Board widget

One script tag puts a live lane board on your site — your blog, your newsletter template, your author page — and it refreshes daily. No libraries, nothing to maintain.

Get the snippet →
Updated weekly

Market snapshots

An auto-refreshed economics page for every lane we cover: typical price, Kindle Unlimited share, and how many new titles are entering.

Browse the lanes →

Hook Lab

Know how readers react to a hook before you post it, instead of finding out from a flat launch.

Try a hook →

Rejection Radar

Why readers put books like yours down — read out of the complaints real readers leave on books in your lane.

Run the radar →

Sample Trope Maps

Two complete Maps, free to read end to end, so you can see exactly what you get before you spend anything. See pricing for what a Map costs.

Read a full Map →

The Trope Pulse

A weekly read of the week-on-week change in each trope’s share of a lane (a hint, not a trend), and what it means for the book you are drafting.

Read this week →

Put our data on your site

The Live Board is embeddable, free, and free to use commercially. Paste this where you want the card:

<div id="tropesmith-live-board"></div>
<script src="https://tropesmith.com/embed/live-board.js?lane=romance.dark" async></script>

The only condition is attribution: keep the visible “Data: Tropesmith” credit link back to tropesmith.com. Do not strip it, hide it or nofollow it — that link is what pays for the data. Full options, themes and the iframe version are on the embed page.

Where these numbers come from

Counted, not estimated: 5,070,000+ Goodreads reviews, 4,120,000+ shelf signals, 2,860,000+ demand signals and 145,000+ BookTok videos across 760+ tracked hashtags. Separately, 12,200,000+ rows across the review, shelf, demand-signal and BookTok-video tables (demand signals are extracted from the reviews, so the rows overlap). The registry holds 670,000+ titles, 142,000+ of them tagged trope by trope across 5,130+ distinct tropes and 140+ demand lanes. Nothing on this page is a guess or a round number typed in by hand. The demand signals figure was counted 2026-11-05 10:15 UTC; every other figure was counted 2026-11-05 10:15 UTC. A demand signal is one specific thing a reader asked for or praised in a review, comment or post, picked out by Tropesmith's classifier. One review can give several. How we count

Read the full year

These tools answer one question at a time. The 2026 Romance Demand Report answers the whole year at once — which tropes romance readers named and praised. Free, from the same engine.

Build my Map →
© 2026 Tropesmith · Home · Free tools · Pricing · Blog · Market snapshots · Lane scores
Data counted on the dates shown. Published by Coral Hart Group.