Picture Reviews Shopify Apps – Analytics & Insights
(Updated October 2026) Track the top picture reviews Shopify apps with live rankings, market share, geography, and review data — updated weekly from the Shopify App Store. This keyword page shows where each app stands today and how its position has shifted over time.
Top Picture Reviews Shopify Apps Ranked Today
Top 10 picture reviews Shopify apps ranked by current App Store position, with market share and review counts. Updated weekly.
| App | Rank | Market Share | Reviews |
|---|---|---|---|
 CWILL(Trustoo) Product Reviews | 1 29 | 33.28% 33.28 | 1,579 14 |
 Reputon Amazon Reviews | 2 9 | 4.05% 4.04 | 202 5 |
 Reputon eBay Reviews | 3 13 | 2.02% 2.02 | 227 5 |
 TargetBay Product Reviews | 4 3 | 0.00% 0.03 | 50 0 |
 Reputon Etsy Reviews | 5 17 | 1.10% 1.10 | 342 11 |
 Picture It: AR & Art Previews | 6 4 | 0.11% 0.02 | 55 2 |
 Reputon Facebook Reviews | 7 25 | 0.07% 0.07 | 58 0 |
 Judge.me Product Reviews App | 8 5 | 56.66% 41.25 | 47,798 1,517 |
 TrustShop: Product Reviews | 9 1 | 0.30% 0.23 | 365 8 |
 Revie: Reviews & Marketing | 10 5 | 0.05% 0.05 | 319 2 |
Key Insights:
- CWILL(Trustoo) Product Reviews commands 33.3% market share, 29.2pp ahead of Reputon Amazon Reviews — a competitive picture reviews category.
- In the last 30 days, 5 apps climbed and 5 dropped in ranking among the top 10 tracked picture reviews apps.
- Judge.me Product Reviews App added the most new reviews this month (+1,517) — strong adoption momentum.
- Note: Judge.me Product Reviews App holds higher market share (56.7%) than the rank-#1 app CWILL(Trustoo) Product Reviews — share and App Store rank don't align in this category, so cross-checking both views matters.
Live Ranking and Market Share Trends for Picture Reviews Shopify Apps
Monthly ranking and market share trends for the top 5 picture reviews 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 |
|---|---|---|---|---|---|---|
| CWILL(Trustoo) Product Reviews | — | #27 | #261 | #304 | #129 | — |
| Reputon Amazon Reviews | — | #11 | #132 | #112 | #29 | — |
| Reputon eBay Reviews | — | #18 | #153 | #161 | #313 | — |
| TargetBay Product Reviews | — | #1 | #1 | #1 | #43 | — |
| Reputon Etsy Reviews | — | #28 | #28 | #226 | #517 | — |
Key Insights:
- CWILL(Trustoo) Product Reviews's ranking improved from #27 to #1 over the charted period.
- 4 of 5 top picture reviews apps improved their position; 1 declined — an actively reshuffling market.
- CWILL(Trustoo) Product Reviews's market share is 33.3% — losing -0.3pp since the start of the chart.
Picture Reviews Shopify Apps — Market Share by Country
Top 5 countries driving installs for picture reviews Shopify apps, with current market share and 30-day change versus the previous month.
| Country | Market Share | Change |
|---|---|---|
 United States | 26.9% | 3.27 |
 France | 8.5% | 4.34 |
 United Kingdom | 6.8% | 0.90 |
 Australia | 4.8% | 2.22 |
 India | 4.8% | 0.88 |
Key Insights:
- United States accounts for 26.9% of picture reviews app installs — the single largest market.
- Top 3 markets (United States, France, United Kingdom) collectively cover 42.3% of all tracked picture reviews installs — highly concentrated demand.
- France is the fastest-growing market this month (+4.3pp) — emerging demand worth watching.
Fastest to 1,000 Reviews — Picture Reviews Shopify Apps
Race-style view of how the top 5 picture reviews 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 |
|---|---|---|
| CWILL(Trustoo) Product Reviews | 42 | 1,569 |
| Reputon Etsy Reviews | Not yet reached | 341 |
| Reputon eBay Reviews | Not yet reached | 224 |
| Reputon Amazon Reviews | Not yet reached | 202 |
| TargetBay Product Reviews | Not yet reached | 50 |
Key Insights:
- CWILL(Trustoo) Product Reviews reached 1,000 reviews fastest — in 42 months since launch.
- 4 of the top 5 picture reviews apps haven't yet crossed 1,000 reviews — Reputon Etsy Reviews is closest at 341 cumulative.
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Top Picture Reviews Shopify Apps Ranked by Position
CWILL(Trustoo) Product Reviews holds the top spot for picture reviews with 33.3% market share, but the gap to challengers is closing, 29.2pp ahead of Reputon Amazon Reviews (4.0%). Reputon eBay Reviews sits at #3 with 2.0% share, rounding out the top tier. The top 3 apps together hold only 39.3% — meaning picture reviews is a fragmented market where lower-ranked apps still capture significant share. CWILL(Trustoo) Product Reviews is the standout mover this month, climbing 29 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.
CWILL(Trustoo) Product Reviews (33.3%) and Reputon Amazon Reviews (4.0%) sit close at the top of picture reviews apps, and CWILL(Trustoo) Product Reviews climbed 29 positions this month. Current rank is a thin signal in this kind of mover-heavy category — recent climbers often have stronger 6-month trajectory than today's leader.
Live Ranking and Market Share Trends Across Picture Reviews Shopify Apps
CWILL(Trustoo) Product Reviews climbed from #27 (Jun 2026) to #1 (Sep 2026) — a 26-position gain among picture reviews apps over the charted window. Across the top 5 plotted picture reviews apps, 4 improved their ranking while 1 declined — the category is moving upward overall. CWILL(Trustoo) Product Reviews's share contracted -0.3pp from 33.6% (Sep 2026) to 33.3% (Oct 2026) — a meaningful narrowing of the leader's gap against other picture reviews apps over this window.
A 26-position move for the leader over the charted picture reviews window is large enough to reflect real merchant adoption shifts, not just App Store noise — CWILL(Trustoo) Product Reviews's climb as of Sep 2026 is the strongest trajectory signal in this chart.
Review Growth Velocity in Picture Reviews — Which Apps Grew Fastest
CWILL(Trustoo) Product Reviews is the only app in this set to have crossed 1,000 reviews, reaching the milestone in 42 months since launch. The remaining 4 picture reviews 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: Reputon Etsy Reviews at 341, Reputon eBay Reviews at 224, Reputon Amazon Reviews at 202, TargetBay Product Reviews at 50 cumulative reviews. Reputon Etsy Reviews is closest to the milestone — its current count puts it roughly 34% of the way to 1,000.
CWILL(Trustoo) Product Reviews 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 picture reviews category.
Top 5 Apps in Picture Reviews
- CWILL(Trustoo) Product Reviews — Tops the picture reviews rankings with 33.3% market share and 4.9★.
- Reputon Amazon Reviews — Climbed 9 positions this month to rank #2 — 4.0% share, 4.9★.
- Reputon eBay Reviews — Climbed 13 positions this month to rank #3 — 2.0% share, 4.9★.
- TargetBay Product Reviews — Currently ranked #4 with 0 market share and 4.5★.
- Reputon Etsy Reviews — Climbed 17 positions this month to rank #5 — 1.1% share, 4.9★.
Picture Reviews Shopify Apps — Frequently Asked Questions
1. What is the best picture reviews app on Shopify?
CWILL(Trustoo) Product Reviews ranks #1 for picture reviews apps with 33.3% market share, but the category is competitive — Reputon Amazon Reviews is close behind at 4.0%, so the best fit depends on your store's specific needs.
2. Which picture reviews app has the highest market share on Shopify?
CWILL(Trustoo) Product Reviews holds the highest market share among picture reviews apps at 33.3% (+33.28pp 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 picture reviews apps are tracked on Shopify?
ShopDigest tracks 96 picture reviews apps on the Shopify App Store. Rankings, market share, geography, and review data refresh weekly.
4. Which picture reviews app is growing the fastest on Shopify?
CWILL(Trustoo) Product Reviews has shown the strongest ranking momentum, climbing 29 positions over the past 30 days. Use the Rankings tab to see full month-over-month trajectories.
5. Where are picture reviews apps most popular on Shopify?
United States has the highest concentration of picture reviews app installs at 26.9%, followed by France at 8.5%. The Geography tab shows the full country-by-country breakdown.
6. How is market share calculated for picture reviews 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.
7. Which picture reviews app reached 1,000 reviews fastest on Shopify?
CWILL(Trustoo) Product Reviews hit 1,000 reviews in 42 months since launch — the fastest review ramp among tracked picture reviews Shopify apps. See the Review Champions chart above for the full race.
