Apps tracked
Category leader
Google Reviews RocketTop region
Top Product Views Shopify Apps Ranked Today
Top 10 product views Shopify apps ranked by current App Store position, with market share and review counts. Updated weekly.
| App | Rank | Market share | Reviews |
|---|---|---|---|
 Scarcity.AI: Visitor Counter | 1– | 7.59%0.34 | 39– |
| Google Reviews Rocket | 2– | 47.86%0.46 | 60626 |
 Moast Shoppable Video & UGC | 34 | 18.77%15.85 | 34812 |
 TrustShop: Product Reviews | 41 | 9.41%6.19 | 37111 |
 Reelfy Shoppable Videos & UGC | 5– | 7.29%0.59 | 26515 |
 Video Slider: Shoppable Videos | 62 | 4.40%2.11 | 3756 |
 Junip Product Reviews App & AI | 73 | 3.67%11.09 | 1,17420 |
 Avada Shoppable Videos Reel | 82 | 0.00%– | 0– |
 ViewSight ‑ Product Views | 9 | 0.00%– | 2– |
 LiveMeUp Live Shopping | 10– | 0.13%0.03 | 1001 |
Key Insights:
- Scarcity.AI: Visitor Counter commands 7.6% market share, -40.3pp ahead of Google Reviews Rocket — a fragmented product views category.
- In the last 30 days, 2 apps climbed and 3 dropped in ranking among the top 10 tracked product views apps.
- Google Reviews Rocket added the most new reviews this month (+26) — strong adoption momentum.
- Note: Google Reviews Rocket holds higher market share (47.9%) than the rank-#1 app Scarcity.AI: Visitor Counter — share and App Store rank don't align in this category, so cross-checking both views matters.
Live Ranking and Market Share Trends for Product Views Shopify Apps
Monthly ranking and market share trends for the top 5 product views Shopify apps over the past year — see how each app's App Store position and market share have shifted month by month.
Charts Data
| App | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 | Oct 2026 |
|---|---|---|---|---|---|---|
| Scarcity.AI: Visitor Counter | #39– | #1029 | #19 | #1– | #1– | #1– |
| Google Reviews Rocket | #2– | #11 | #21 | #2– | #2– | #2– |
| Moast Shoppable Video & UGC | #5– | #61 | #51 | #72 | #61 | #33 |
| TrustShop: Product Reviews | #11– | #165 | #115 | #38 | #41 | #4– |
| Reelfy Shoppable Videos & UGC | #3– | #3– | #3– | #52 | #32 | #52 |
Key Insights:
- Scarcity.AI: Visitor Counter's ranking improved from #39 to #1 over the charted period.
- 3 of 5 top product views apps improved their position; 1 declined — an actively reshuffling market.
- Scarcity.AI: Visitor Counter's market share is 7.6% — gaining +7.6pp since the start of the chart.
Product Views Shopify Apps — Market Share by Country
Top 5 countries driving installs for product views Shopify apps, with current market share and 30-day change versus the previous month.
| Country | Market share | Change |
|---|---|---|
 United States | 25.6% | 0.09 |
 India | 10.4% | 0.01 |
 United Kingdom | 7.1% | 0.60 |
 Canada | 6.1% | 1.49 |
 Germany | 4.7% | 0.11 |
Key Insights:
- United States accounts for 25.6% of product views app installs — the single largest market.
- Top 3 markets (United States, India, United Kingdom) collectively cover 43.1% of all tracked product views installs — moderately concentrated demand.
- Canada is the fastest-growing market this month (+1.5pp) — emerging demand worth watching.
Fastest to 1,000 Reviews — Product Views Shopify Apps
Race-style view of how the top 5 product views Shopify apps reached 1,000 reviews — months since launch on the X-axis, cumulative review count on the Y-axis.
Charts Data
| App | Months to Reach 1,000 Reviews | Current Review Count |
|---|---|---|
| Google Reviews Rocket | Not yet reached | 592 |
| TrustShop: Product Reviews | Not yet reached | 368 |
| Moast Shoppable Video & UGC | Not yet reached | 344 |
| Reelfy Shoppable Videos & UGC | Not yet reached | 256 |
| Scarcity.AI: Visitor Counter | Not yet reached | 45 |
Key Insights:
- 5 of the top 5 product views apps haven't yet crossed 1,000 reviews — Google Reviews Rocket is closest at 592 cumulative.
Top Product Views Shopify Apps Ranked by Position
Scarcity.AI: Visitor Counter ranks #1 for product views with 7.6% share — the leader position in a fragmented field where many apps are within striking distance, -40.3pp ahead of Google Reviews Rocket (47.9%). Moast Shoppable Video & UGC sits at #3 with 18.8% share, rounding out the top tier. Together, the top 3 apps absorb 74.2% of all product views installs — a highly concentrated landscape with limited room for new entrants. Moast Shoppable Video & UGC is the standout mover this month, climbing 4 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 74.2% of installs, leaving Scarcity.AI: Visitor Counter's 7.6% lead modest in absolute terms and Moast Shoppable Video & UGC at 18.8% still capturing meaningful share. With this many viable apps, pricing model and integration depth differentiate product views options more than rank does.
Live Ranking and Market Share Trends Across Product Views Shopify Apps
Scarcity.AI: Visitor Counter climbed from #39 (May 2026) to #1 (Oct 2026) — a 38-position gain among product views apps over the charted window. Across the top 5 plotted product views apps, 3 improved their ranking while 1 declined — the category is moving upward overall. Scarcity.AI: Visitor Counter's share expanded +7.6pp from 0.0% (Jun 2026) to 7.6% (Oct 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 Oct 2026 is the strongest trajectory signal in this chart.
Review Growth Velocity in Product Views — Which Apps Grew Fastest
None of the top 5 product views apps tracked here have yet crossed 1,000 reviews. Google Reviews Rocket leads the set on current cumulative reviews with 592 — closest to the milestone, at roughly 59% of the way there.
With no app in this product views set having crossed 1,000 reviews, the category is still in early adoption. Google Reviews Rocket is the closest to breaking out at 592 cumulative reviews — worth tracking its per-month review velocity to see whether it's on pace to cross the milestone first.
Top 5 Apps in Product Views
- Scarcity.AI: Visitor Counter — Tops the product views rankings with 7.6% market share and 4.9★.
- Google Reviews Rocket — Ranks #2 for product views with 47.9% market share and 5.0★.
- Moast Shoppable Video & UGC — Climbed 4 positions this month to rank #3 — 18.8% share, 5.0★.
- TrustShop: Product Reviews — Currently ranked #4 with 9.4% market share and 4.9★.
- Reelfy Shoppable Videos & UGC — Ranks #5 for product views with 7.3% market share and 4.8★.
Product Views Shopify Apps — Frequently Asked Questions
1. What is the best product views app on Shopify?
product views is a fragmented market on Shopify — Scarcity.AI: Visitor Counter ranks #1 with 7.6% market share, but multiple apps capture meaningful share. Compare the top 5 on rankings, market share, and reviews to find the right fit for your store.
2. Which product views app has the highest market share on Shopify?
Scarcity.AI: Visitor Counter holds the highest market share among product views apps at 7.6% (-0.34pp vs 30 days ago). Market share here is estimated from each app's recent review velocity, with rank-weighted adjustment because positions in keyword search drive most installs.
3. How many product views apps are tracked on Shopify?
ShopDigest tracks 96 product views apps on the Shopify App Store. Rankings, market share, geography, and review data refresh weekly.
4. Which product views app is growing the fastest on Shopify?
Moast Shoppable Video & UGC has shown the strongest ranking momentum, climbing 4 positions over the past 30 days. Use the Rankings tab to see full month-over-month trajectories.
5. Where are product views apps most popular on Shopify?
United States has the highest concentration of product views app installs at 25.6%, followed by India at 10.4%. The Geography tab shows the full country-by-country breakdown.
6. How is market share calculated for product views on Shopify keyword pages?
For keyword pages, market share is rank-weighted — apps at position #1 carry roughly 40× the weight of apps at position #22, and apps beyond #22 are excluded. This reflects the reality that Shopify keyword search traffic concentrates heavily at the top of results.
