Visualization Shopify Apps — Full Rankings Table
All tracked visualization Shopify apps ranked by current App Store position, with rank change vs 30 days ago and Leader / Climbing / Declining / Stable status — filterable by date range, sortable by rank or rank change.
| App | Rank | Status |
|---|---|---|
 Ryzo AI Search & Visual Search | 1– | Leader |
 Loox ‑ Product Reviews App | 2– | Stable |
 RealtimeStack : Live Analytics | 32 | Climbing |
 Visually A/B Testing & CRO | 41 | Declining |
 Lucky Orange Heatmaps & Replay | 51 | Climbing |
 Pin Auto : Pinterest Publisher | 62 | Declining |
 HomeVisioner: Room Visualizer | 7– | Stable |
 Function Studio | 8– | Stable |
 BIRSE: Visual Search | 9– | Stable |
 Easify Box Bundle Builder BYOB | 10– | Stable |
Showing 1-10 out of 96
Key Insights:
- Ryzo AI Search & Visual Search ranks #1 for visualization Shopify apps — 1 position ahead of Loox ‑ Product Reviews App at #2.
- Among the top 10 tracked visualization apps, 2 climbed and 2 declined in rank over the past 30 days — a mixed top tier.
- RealtimeStack : Live Analytics is the biggest climber, gaining 2 positions this month to reach #3.
- Pin Auto : Pinterest Publisher dropped 2 positions this month to #6 — the largest single decliner in the top 10 visualization apps.
Visualization Shopify Apps — Ranking Position Over Time
Monthly ranking trajectory for the top 5 visualization Shopify apps over the past year — pick any apps, change date range, or switch to Ranking Changes to see per-interval movement.
Charts Data
| App | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 | Oct 2026 | Nov 2026 |
|---|---|---|---|---|---|---|
| Ryzo AI Search & Visual Search | #33 | #52 | #23 | #2– | #11 | #1– |
| Loox ‑ Product Reviews App | #1– | #21 | #11 | #32 | #21 | #2– |
| RealtimeStack : Live Analytics | #51 | #41 | #51 | #61 | #6– | #33 |
| Visually A/B Testing & CRO | #2– | #11 | #32 | #12 | #32 | #41 |
| Lucky Orange Heatmaps & Replay | #151 | #15– | #87 | #113 | #74 | #52 |
Key Insights:
- Ryzo AI Search & Visual Search's ranking improved from #6 to #1 over the charted period.
- 3 of 5 top visualization apps improved their position; 2 declined — a mixed picture.
Top Visualization Shopify Apps by Current Ranking
Ryzo AI Search & Visual Search holds the #1 position for visualization Shopify apps. Loox ‑ Product Reviews App sits at #2 and RealtimeStack : Live Analytics at #3, rounding out the top tier. RealtimeStack : Live Analytics is the standout mover this month, climbing 2 positions to #3 — a momentum signal worth tracking.
2 climbed and 2 declined among the top 10 visualization apps this month — the top of the table is broadly held while lower positions are contested, so for merchants comparing options, the relevant peer set depends on how close any given app is to today's #1.
Long-Term Ranking Trends Across Visualization Shopify Apps
Ryzo AI Search & Visual Search climbed from #6 to #1 over the charted period — a 5-position gain among visualization apps. Across the top 5 plotted visualization apps, 3 improved their position while 2 declined — a category in upward motion.
With 5 of 5 plotted apps moving in the charted window, the visualization category's competitive order is still being decided — recent trajectory is a sharper signal than current position alone.
Top 5 Apps in Visualization
- Ryzo AI Search & Visual Search — Holds the #1 visualization ranking on the Shopify App Store, rated 5.0★.
- Loox ‑ Product Reviews App — Ranks #2 for visualization on the Shopify App Store, rated 4.9★.
- RealtimeStack : Live Analytics — Climbed 2 positions this month to #3 for visualization, rated 4.8★.
- Visually A/B Testing & CRO — Slipped 1 position this month to #4 for visualization, rated 4.8★.
- Lucky Orange Heatmaps & Replay — Climbed 1 position this month to #5 for visualization, rated 4.6★.
Visualization Shopify Apps — Frequently Asked Questions
1. Which visualization app ranks #1 on Shopify?
Ryzo AI Search & Visual Search currently ranks #1 for visualization apps on the Shopify App Store and holds 2.9% market share (+0.46pp vs 30 days ago). Rankings refresh weekly — see the trend chart above for how this position has changed over time.
2. How are visualization Shopify apps ranked?
Rankings on this page reflect each app's position in Shopify's keyword search results for "visualization", which Shopify computes from a mix of merchant install volume, review velocity, and recency. Apps beyond position #22 receive zero traffic in our market share calculation since merchants rarely scroll that far.
3. Which visualization apps are climbing the rankings on Shopify?
RealtimeStack : Live Analytics has shown the strongest ranking momentum among visualization apps, climbing 2 positions to #3 over the past 30 days. Sort the rankings table by Rank Change (Low to High) to surface the full set of recent gainers.
4. How often do visualization app rankings change on Shopify?
Visualization rankings show a mixed pattern — some leaders hold steady while challengers in positions #2–#10 reshuffle. Use the date range filter to compare any two snapshots.
5. Which visualization apps lost rank positions recently?
Pin Auto : Pinterest Publisher dropped the most among the top 10 tracked visualization apps, slipping 2 positions to #6 over the past 30 days. Switch the table sub-tab to "Ranking Changes" to see all decliners ordered by movement size.
6. How many visualization apps does ShopDigest track on Shopify?
ShopDigest tracks 96 visualization apps on the Shopify App Store. The full list is paginated in the table above — adjust the date range and sort order to drill into any window.
7. Why don't apps ranked beyond #22 show market share for visualization?
For keyword pages, market share is rank-weighted: position #1 carries roughly 40× the weight of position #22, and apps beyond #22 receive zero weight. This reflects Shopify search behaviour — merchants almost never scroll past the top of the results, so positions further down don't translate to installs.
