How much do readers actually write about found family? Tropesmith reads Goodreads reviews, Amazon reviews, BookTok comments and captions, Reddit posts and Amazon Q&A, picks out the specific things readers asked for or praised, and tags each one to the tropes it mentions. Here's the count for found family, then the other side: what makes readers walk away.
Counted 2026-10-21 02:40 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. A signal "mentions" a trope when it is one of the signal's main or secondary tags. Each signal gets a rarity tag (common, underserved or novel) from the text of that review or post alone; the classifier is never shown what is on the shelf. A tag points at where to look. It does not prove that no book answers the signal. Shares are the tagged signals divided by all signals in the same scope. How we count.
Found family gathers characters who choose each other as kin — a crew, a coven, a ragtag household — when blood relatives are absent, hostile, or simply beside the point. The emotional engine isn't the couple alone; it's the whole unit closing ranks around them, which is why found-family books so often run as series: the family has to be worth staying with book after book.
It has more demand signals than any other trope in Tropesmith's index (314,008), and it cuts across nearly every romance subgenre — cozy, dark, romantasy, sports — because "people who choose you" is a promise readers want regardless of setting. 45% of those signals carry the classifier's underserved or novel tag. The classifier reads each mention on its own and never sees the shelf, so treat the tag as a prompt to check comp titles for the specific found-family configurations readers name (a found family that includes the villain's former crew, one built across a slow-burn ensemble cast), not as proof that none exist.
As of 21 October 2026. The registry holds the books Tropesmith has tagged trope by trope and is deepest in romance, so this is a count of tagged titles, not of every book on the shelf.
Demand tells you what readers want written. Rejection tells you how they'll punish it if you get the execution wrong. Tropesmith mines 1–2★ Goodreads reviews for the specific reason a reader gave up, then classifies it against a fixed list of dealbreaker patterns:
Read the numbers together, not separately. 314,008 demand signals tell you how often readers mention found family in the reviews, comments and posts Tropesmith has read; 45% tagged underserved or novel tells you how often the classifier tagged those mentions underserved or novel; the registry count tells you how many books Tropesmith has tagged with it. None of them says whether a book that delivers the trope will sell, and none shows what is on the whole shelf. A high tagged share is a prompt to check comp titles for the specific angles readers name; a low one means the classifier tagged fewer of the mentions that way. Pair any of it with the rejection data above: readers punish weak execution of a trope they want just as fast as they ignore one they don't. The full methodology page explains each number and what it leaves out.
Tropesmith's index holds 314,008 demand signals that mention found family (counted 21 October 2026) — specific things readers asked for or praised in reviews, comments and posts. 45% of them are tagged underserved or novel by Tropesmith's classifier.
31,647 titles (as of 21 October 2026). The registry holds the books Tropesmith has tagged trope by trope and is deepest in romance, so for romance read the count as tagging coverage, not as the size of the shelf.
The most-named dealbreaker in low-star romance reviews is "Inconsistent characterization" (46,448 mentions summed over the genre's lanes, a review can count more than once, a review can count more than once, 68% DNF rate, meaning the share of those mentions in reviews the classifier marked as a DNF); rejection figures were computed 21 October 2026.
A Tropesmith Map scores your exact trope stack against demand and supply data — and shows where to look next.
Build my Map → See a real sample Map first →Part of Tropesmith's romance market intelligence hub and free research tools. Demand figures are a dated count; registry counts were read on 21 October 2026 and rejection figures were computed on 21 October 2026.