How labels work

Category MVP Highest rating times review volume in a category, among apps with 50+ reviews.

Value Pick Top 3 in its category for rating and review volume per dollar of entry price (50+ reviews).

Rookie Listing launched in the last 12 months.

Hot Pace Top 10% for average reviews per month since launch (100+ reviews).

Fan Favorite 4.8+ stars with 1,000+ reviews.

Veteran Listed for 8+ years.

Pack Rating (0-100). Weighted blend of percentile ranks across all tracked apps: Quality 35 (Bayesian rating: pulls apps with few reviews toward the average, 50-review prior), Momentum 25 (for now average reviews per month since launch; switches to 30-day review velocity vs the app baseline once weekly snapshots exist), Trend 10 (rating change; pending until a second snapshot, weight redistributed), Value 15 (adjusted rating per dollar of entry price), Trust 15 (listing age plus developer portfolio size; Built for Shopify badge to be added once parsing is verified). Installs and revenue are not public, so they are not used.