Product Views Shopify Apps – Analytics & Insights

Scarcity.AI: Visitor Counter ranks #1 for product views with 8.1% share — the leader position in a fragmented field where many apps are within striking distance, -39.6pp ahead of Google Reviews Rocket (47.7%). TrustShop: Product Reviews sits at #3 with 15.3% share, rounding out the top tier. Together, the top 3 apps absorb 71.1% of all product views installs — a highly concentrated landscape with limited room for new entrants. Vizup Shoppable Video Carousel is the standout mover this month, climbing 9 positions — a momentum signal worth tracking. Worth noting: the top-ranked app and the highest-share app aren't the same here — App Store rank and our market share metric (computed from review counts and other factors) move on independent dynamics, so cross-checking both views matters in this category.

Product Views is a fragmented market — the top 3 apps together hold only 71.1% of installs, leaving Scarcity.AI: Visitor Counter's 8.1% lead modest in absolute terms and TrustShop: Product Reviews at 15.3% still capturing meaningful share. With this many viable apps, pricing model and integration depth differentiate product views options more than rank does.

Scarcity.AI: Visitor Counter climbed from #39 (May 2026) to #1 (Sep 2026) — a 38-position gain among product views apps over the charted window. Among the top 5 plotted product views apps, 2 improved and 2 declined — rankings reshuffled without a single category-wide direction. Scarcity.AI: Visitor Counter's share expanded +8.1pp from 0.0% (Jun 2026) to 8.1% (Sep 2026) — a sustained widening of the gap against other product views apps over this window.

A 38-position move for the leader over the charted product views window is large enough to reflect real merchant adoption shifts, not just App Store noise — Scarcity.AI: Visitor Counter's climb as of Sep 2026 is the strongest trajectory signal in this chart.

United States leads geographic demand for product views apps at 25.4%, but the install base is meaningfully spread across multiple top markets. India follows at 10.1%, with United Kingdom at 6.2%. Together, the top 3 markets account for 41.6% of product views app installs worldwide. Canada (4.8%) and France (4.6%) round out the top 5. United Kingdom is the fastest-growing market this month (+0.4pp), pointing to accelerating demand outside the established leaders.

product views app demand is split between United States (25.4%), India (10.1%), and United Kingdom (6.2%) — the leaders in moderately distributed categories like this usually invest in multi-currency, multi-language support, making them workable for cross-border product views merchants.

Junip Product Reviews App & AI is the only app in this set to have crossed 1,000 reviews, reaching the milestone in 71 months since launch. The remaining 4 product views apps tracked here are still building toward 1,000 — current cumulative review counts give the clearest picture of where each one stands today.

4 apps on this chart haven't yet crossed 1,000 reviews: Google Reviews Rocket at 560, TrustShop: Product Reviews at 345, Reelfy‑ Shoppable Videos Reels at 230, Scarcity.AI: Visitor Counter at 40 cumulative reviews. Google Reviews Rocket is closest to the milestone — its current count puts it roughly 56% of the way to 1,000.

Junip Product Reviews App & AI is the only app in this set to have crossed 1,000 reviews so far — a useful signal for merchants that one app has already proved sustained adoption while the others remain in the "promising but unproven" tier of the product views category.