Juicy Profit Analytics Shopify App – Performance, Rankings & Reviews

Juicy Profit Analytics has accumulated 81 reviews on the Shopify App Store (+14.1% vs 30 days ago) — an early-stage review base where each new install meaningfully shifts the dataset. It carries a 4.91★ average rating (-0.3% this month) — an excellent merchant-quality signal that puts it among the best-rated apps in its peer set. Geographically, Sweden leads but the install base is globally distributed across many markets (31.6% of reviews).

Review growth is up but average rating is slipping — a classic "scaling pains" pattern where new install volume outpaces support and feature responsiveness. The issue is often resolvable but warrants due diligence on recent review themes before committing.

Juicy Profit Analytics's 81 cumulative reviews and 4.91★ rating come directly from the Shopify App Store and refresh weekly. The Top Region KPI uses Juicy Profit Analytics's per-country review distribution as an install-distribution proxy because Shopify doesn't publish per-country install counts.

Juicy Profit Analytics appears across many categories, keywords, and collections on the Shopify App Store — broad cross-category visibility that signals the app addresses problems shared by merchants across multiple verticals, holding rank #1 across 3 of those groups (Analytics dashboard, ROAS, Dashboards). It captures the largest share of installs in claude ai at 74.8% — the group where Juicy Profit Analytics most directly competes for merchant adoption. Over the past 30 days, Juicy Profit Analytics has climbed 19 positions in claude ai — its strongest mover this month.

Juicy Profit Analytics is gaining ground across many Shopify groups simultaneously — the kind of broad upward movement that usually means the app is investing in features that translate across categories rather than optimizing narrowly. For merchants comparing options, an app climbing in multiple unrelated categories is often a stronger long-term bet than a single-category specialist that's just had a good month.

Sweden is Juicy Profit Analytics's largest single market at 31.6% — but the install base is broadly distributed across many countries. Romania follows at 7.9%, with United Kingdom at 7.9%. Together, the top 3 countries account for 47.4% of Juicy Profit Analytics's worldwide reviews. Denmark (7.9%) and Canada (5.3%) round out the top 5. Canada is the fastest-growing market for Juicy Profit Analytics this month (+2.56pp) — emerging adoption worth watching.

Juicy Profit Analytics's adoption from merchants in many countries with Sweden's 31.6% as the largest single share is a strong "region-agnostic by design" signal — for most Shopify stores this is the easiest geography pattern to default to, with feature, pricing, and support quality mattering more than regional fit.

Across the top 5 groups plotted on this chart, Juicy Profit Analytics improved its rank in 5 and slipped in 0 — net upward movement that usually signals product investments translating into App Store position gains. Its most pronounced gain is in Dashboards — climbing from #72 to #1 over the charted period. Switching to the Market Share view, Juicy Profit Analytics's share in Analytics Dashboard expanded by +9.6pp.

Cross-group rank improvements are one of the cleanest signals of an app investing in feature breadth — Juicy Profit Analytics climbing in multiple Shopify groups simultaneously usually reflects roadmap shipments that benefit several use cases at once. For merchants comparing options, momentum across multiple categories typically beats a single-category leader that's coasting.

Juicy Profit Analytics's cumulative review count climbed from 4 to 81 over the charted period — a 1925.0% expansion of its review base, driven by 77 new reviews. Average rating softened from 5.00★ to 4.92★ over the same window — worth investigating recent review themes for what's driving the shift, since cumulative ratings move slowly.

Review velocity (the slope of Juicy Profit Analytics's cumulative line) is one of the strongest leading indicators for Shopify app health. A line still bending upward means recent merchant acquisition is working; a flattening line means the app is maturing into steady-state. Rating direction adds the quality dimension: rising rating + rising reviews = compounding momentum, the rarest and most valuable combination.