Picture Reviews Shopify Apps – Market Share Breakdown
(Updated October 2026) See which picture reviews Shopify apps dominate installs and how their share has shifted over time. This keyword page shows the full market share table, monthly share trends for the leaders, and a country-level breakdown so you can compare global vs regional dominance.
Picture Reviews Shopify Apps — Full Market Share Table
All tracked picture reviews Shopify apps ranked by current install share, with change vs 30 days ago and Leader / Climbing / Declining / Stable status — filterable by country and date range.
| # | App | Market Share | Change | Status |
|---|---|---|---|---|
| 1 |  Judge.me Product Reviews App | 68.21% | 23.83 | Climbing |
| 2 |  CWILL(Trustoo) Product Reviews | 24.54% | 18.81 | Declining |
| 3 |  Reputon Amazon Reviews | 3.02% | 1.57 | Declining |
| 4 |  Loox ‑ Product Reviews App | 1.30% | 0.19 | Climbing |
| 5 |  Reputon Etsy Reviews | 1.03% | 0.14 | Declining |
| 6 |  Reputon eBay Reviews | 0.60% | 2.11 | Declining |
| 7 |  AG Product Reviews App & UGC | 0.32% | 0.47 | Declining |
| 8 |  Reputon Google Reviews | 0.26% | 0.18 | Declining |
| 9 |  TrustShop: Product Reviews | 0.22% | 0.31 | Declining |
| 10 |  Google Reviews Rocket | 0.14% | 0.11 | Declining |
Showing 1-10 out of 24
Key Insights:
- Judge.me Product Reviews App holds 68.2% share of picture reviews app installs — 43.7pp ahead of CWILL(Trustoo) Product Reviews (24.5%).
- Top 3 apps (Judge.me Product Reviews App, CWILL(Trustoo) Product Reviews, Reputon Amazon Reviews) account for 95.8% of all picture reviews install share — a competitive market.
- Judge.me Product Reviews App is gaining share fastest this month (+23.83pp) — the largest single gainer among the top picture reviews apps by share.
- CWILL(Trustoo) Product Reviews is losing share fastest (-18.81pp) — could indicate a churning user base or a stronger challenger gaining ground.
Picture Reviews Shopify Apps — Market Share Over Time
Monthly market share trajectory for the top 5 picture reviews Shopify apps over the past year — see who's gaining or losing install share month by month.
Charts Data
| App | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 | Oct 2026 |
|---|---|---|---|---|---|---|
| Judge.me Product Reviews App | — | 96.5% | 96.6%0.11 | 97.9%1.36 | 56.1%41.83 | 68.8%12.67 |
| CWILL(Trustoo) Product Reviews | — | — | — | — | 33.9% | 24.4%9.47 |
| Reputon Amazon Reviews | — | 0.0% | 0.0% | 0.0% | 4.1%4.1 | 3.0%1.11 |
| Reputon eBay Reviews | — | 0.0% | 0.0% | 0.0% | 2.0%1.97 | 1.4%0.59 |
| Reputon Etsy Reviews | — | — | — | — | 1.1% | 0.8%0.29 |
Key Insights:
- Judge.me Product Reviews App's share contracted from 96.5% → 68.8% over the charted period.
- Of the top 5 tracked picture reviews apps, 2 grew share and 3 lost share — challengers are eating into leader's share.
Top Picture Reviews Shopify Apps by Country
Per-country market share rankings for picture reviews Shopify apps across 5 markets — see which apps lead in each country and where regional leaders diverge from the global leader.
| # | 🌎 Worldwide |  United States |  India |  China |  United Kingdom |
|---|---|---|---|---|---|
| 1 | |||||
| 2 | | | | | |
| 3 | | | | | |
| 4 | | | | ||
| 5 | | | | |
Key Insights:
- Judge.me Product Reviews App leads picture reviews apps in all 4 tracked markets — United States, India, China, United Kingdom.
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Top 5 Apps in Picture Reviews
- CWILL(Trustoo) Product Reviews — Leads picture reviews apps with 24.4% install share, rated 4.9★ — losing share this month.
- Reputon Amazon Reviews — Holds 3.0% of picture reviews app install share, rated 4.9★ — losing share this month.
- Reputon eBay Reviews — Holds 1.4% of picture reviews app install share, rated 4.9★ — losing share this month.
- TargetBay Product Reviews — Holds 0 of picture reviews app install share, rated 4.5★.
- Reputon Etsy Reviews — Holds 0.8% of picture reviews app install share, rated 4.9★ — losing share this month.
Picture Reviews Shopify Apps — Frequently Asked Questions
1. Which picture reviews app has the highest market share on Shopify?
Judge.me Product Reviews App currently holds the highest market share for picture reviews apps at 68.2%, but the category is competitive — CWILL(Trustoo) Product Reviews is close behind at 24.5%. The right choice depends on your specific store needs.
2. How is market share calculated for picture reviews Shopify apps?
For picture reviews (a keyword page), 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. Each app's weighted score is divided by the total weighted score across the keyword to give the share %. This reflects Shopify search behaviour: most installs come from the top of the results.
3. Which picture reviews apps are gaining market share on Shopify?
Judge.me Product Reviews App is gaining picture reviews app market share fastest this month, up +23.83pp versus 30 days ago. Switch the table sub-tab to "Market Share Changes" to see all gainers ordered by movement.
4. Which picture reviews apps are losing market share on Shopify?
CWILL(Trustoo) Product Reviews has lost the most market share this month among picture reviews apps (-18.81pp). Sort the table by Change (Low to High) to see the full list of decliners.
5. Which countries drive the most picture reviews Shopify app installs?
United States drives the largest share of picture reviews app installs at 28.3%, followed by United Kingdom at 7.2% and France at 7.1%. Use the country picker on the third card to compare market leaders by country.
6. How many picture reviews apps does ShopDigest track on Shopify?
ShopDigest tracks 96 picture reviews apps on the Shopify App Store. Market share, rankings, and review data refresh weekly so you can track competitive shifts as they happen.
7. Why does the highest-share picture reviews app differ from the #1 ranked app?
Rank reflects an app's current position in the Shopify App Store under picture reviews (driven by Shopify's own algorithm), while market share on ShopDigest is estimated from review counts and other factors as a proxy for active installs. The two metrics move on independent dynamics, so the highest-share app and the #1-ranked app are not always the same — and a divergence between them is worth noting rather than assuming one will pull the other along. For picture reviews, Judge.me Product Reviews App leads on share; see the rankings tab for who currently holds #1 position.
