Picture Reviews Shopify Apps – Analytics & Insights
(Updated September 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 | 42.38% 42.38 | 1,576 14 |
 Amazon Reviews by Reputon | 2 15 | 4.89% 4.88 | 201 6 |
 Reputon eBay Reviews | 3 12 | 2.82% 2.81 | 224 5 |
 TargetBay Product Reviews | 4 3 | 0.00% 0.04 | 50 0 |
 Reputon Etsy Reviews | 5 23 | 1.18% 1.18 | 336 7 |
 Reputon Facebook Reviews | 6 27 | 0.12% 0.12 | 58 0 |
 Picture It: AR & Art Previews | 7 5 | 0.08% 0.07 | 55 2 |
 TrustShop: Product Reviews | 8 | 0.55% 0.42 | 363 8 |
 Judge.me Product Reviews App | 9 5 | 44.89% 51.47 | 47,294 1,562 |
 Areviews ‑ AI Reviews Importer | 10 7 | 0.16% 0.58 | 231 14 |
Key Insights:
- CWILL(Trustoo) Product Reviews commands 42.4% market share, 37.5pp ahead of Amazon Reviews by Reputon — a concentrated picture reviews category.
- In the last 30 days, 5 apps climbed and 4 dropped in ranking among the top 10 tracked picture reviews apps.
- Judge.me Product Reviews App added the most new reviews this month (+1,562) — strong adoption momentum.
- Note: Judge.me Product Reviews App holds higher market share (44.9%) 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 | Apr 2026 | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 |
|---|---|---|---|---|---|---|
| CWILL(Trustoo) Product Reviews | — | — | #27 | #261 | #304 | #129 |
| Amazon Reviews by Reputon | — | — | #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 42.4% — unchanged 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 | 26.4% | 3.65 |
 France | 9.4% | 5.24 |
 United Kingdom | 6.4% | 1.21 |
 India | 4.6% | 1.07 |
 Australia | 4.0% | 3.04 |
Key Insights:
- United States accounts for 26.4% of picture reviews app installs — the single largest market.
- Top 3 markets (United States, France, United Kingdom) collectively cover 42.2% of all tracked picture reviews installs — moderately concentrated demand.
- France is the fastest-growing market this month (+5.2pp) — 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 | 1,499 |
| Reputon Etsy Reviews | Not yet reached | 325 |
| Reputon eBay Reviews | Not yet reached | 211 |
| Amazon Reviews by Reputon | Not yet reached | 188 |
| TargetBay Product Reviews | Not yet reached | 48 |
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 325 cumulative.
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Top Picture Reviews Shopify Apps Ranked by Position
CWILL(Trustoo) Product Reviews dominates picture reviews with 42.4% market share — a clear category leader Shopify merchants gravitate to first, 37.5pp ahead of Amazon Reviews by Reputon (4.9%). Reputon eBay Reviews sits at #3 with 2.8% share, rounding out the top tier. The top 3 apps together control 50.1% of picture reviews installs — a clear leadership tier with a meaningful long tail behind them. 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 still holds 42.4% share of picture reviews apps, but rankings have moved this month — CWILL(Trustoo) Product Reviews climbed 29 positions to #1, the strongest mover in the category. Sustained rank gains of this size usually indicate active product development, so the climbers are worth comparing on feature roadmap and support quality.
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 held near 42.4% from Sep 2026 to Sep 2026 — a stable install base for picture reviews apps rather than active gain or loss.
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 325, Reputon eBay Reviews at 211, Amazon Reviews by Reputon at 188, TargetBay Product Reviews at 48 cumulative reviews. Reputon Etsy Reviews is closest to the milestone — its current count puts it roughly 33% 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 — Category leader for picture reviews with 42.4% market share and 4.9★.
- Amazon Reviews by Reputon — Climbed 15 positions this month to rank #2 — 4.9% share, 5.0★.
- Reputon eBay Reviews — Climbed 12 positions this month to rank #3 — 2.8% share, 4.9★.
- TargetBay Product Reviews — Currently ranked #4 with 0 market share and 4.4★.
- Reputon Etsy Reviews — Climbed 23 positions this month to rank #5 — 1.2% share, 4.9★.
Picture Reviews Shopify Apps — Frequently Asked Questions
1. What is the best picture reviews app on Shopify?
CWILL(Trustoo) Product Reviews is the leading picture reviews app on Shopify, holding 42.4% of category market share with 1,576 reviews — a clear default for most merchants.
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 42.4% (+42.38pp 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 26.4%, followed by France at 9.4%. 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.
