The Closing Window
Twenty years of Ravelry data on what it took for a knitting designer to find an audience, era by era. A data project by Becca Bailey.
The window of opportunity, measured
Share of each entering cohort of Ravelry designers (5+ published patterns) to find an audience — steady for a decade, broken in 2015, briefly generous in 2016, closing since.
Source: Ravelry pattern registry, random sample of all entering cohorts 2007–2024 (N=3,130 designers). Fan counts (Ravelry's designer-level follow, distinct from pattern favorites) as of August 2026.
Do old patterns explain the gap? Measured, and no
Archived Ravelry pages let six winners' catalogs be replayed through time. Left: a hit collects half its lifetime favorites in year one (median, with the middle half of patterns shaded). Right: what patterns still earn per year as they age — every age group earned less in each later period.
share of lifetime favorites already collected
median favorites gained per year, by measurement period
Source: 95 Wayback Machine captures of six designer pages, 2010–2026, joined to full catalogs (4,456 pattern-date observations). Cells with fewer than 15 observations omitted.
The share of admirers who cast on
Of every 100 users who favorited a pattern, how many started a project? Median across patterns by publication year, with the middle half of patterns shaded.
Source: full catalogs of the 18 rule-selected designers, patterns with 100+ favorites (n per year: 83–795). Recent years shaded: projects accumulate more slowly than favorites, so young patterns' rates are not yet comparable.
What success took, by era of entry
Every pattern released by the rule-selected cast — one dot per pattern, sized by favorites, rows sorted by entrance. Badges: C cohort champion · F 20k+ designer fans · K KnitStars faculty · E 3+ prestige-venue patterns.
Source: Ravelry pattern registry, full catalogs of 18 designers selected by mechanical rule (2+ badges); pattern favorite counts as of August 2026.