Ai Search Shopify Apps – Analytics & Insights
(Updated October 2026) Track the top ai search 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 Ai Search Shopify Apps Ranked Today
Top 10 ai search Shopify apps ranked by current App Store position, with market share and review counts. Updated weekly.
| App | Rank | Market Share | Reviews |
|---|---|---|---|
 RS: AI Search Bar & Filter | 1 | 65.84% 15.97 | 413 13 |
 Prefixbox AI Search & Filter | 2 4 | 2.30% 2.05 | 59 0 |
 Ryzo AI Search & Visual Search | 3 1 | 9.88% 5.99 | 36 4 |
 Shoply AI Search & AI Chatbot | 4 2 | 1.67% 1.58 | 24 1 |
 Boost AI Search & Filter | 5 2 | 9.88% 10.83 | 1,641 11 |
 K AI Search Agentic Storefront | 6 1 | 0.94% 0.33 | 18 4 |
 NG: AI Search Bar & Answers | 7 | 4.39% 4.39 | 84 84 |
 AI Search & Product Filter |SB | 8 | 0.16% 0.03 | 442 1 |
 LinkGPT–Get Found on AI Search | 9 | 0.00% | 0 0 |
 AskTimmy AI Chat Bot AI Search | 10 | 0.09% 0.03 | 32 1 |
Key Insights:
- RS: AI Search Bar & Filter commands 65.8% market share, 63.5pp ahead of Prefixbox AI Search & Filter — a concentrated ai search category.
- In the last 30 days, 2 apps climbed and 3 dropped in ranking among the top 10 tracked ai search apps.
- NG: AI Search Bar & Answers added the most new reviews this month (+84) — strong adoption momentum.
Live Ranking and Market Share Trends for Ai Search Shopify Apps
Monthly ranking and market share trends for the top 5 ai search 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 |
|---|---|---|---|---|---|---|
| RS: AI Search Bar & Filter | #3 | #21 | #11 | #1 | #1 | — |
| Prefixbox AI Search & Filter | #6 | #51 | #41 | #62 | #24 | — |
| Ryzo AI Search & Visual Search | #9 | #81 | #8 | #44 | #31 | — |
| Shoply AI Search & AI Chatbot | #1 | #1 | #32 | #21 | #42 | — |
| Boost AI Search & Filter | #2 | #31 | #21 | #31 | #52 | — |
Key Insights:
- RS: AI Search Bar & Filter's ranking improved from #3 to #1 over the charted period.
- 3 of 5 top ai search apps improved their position; 2 declined — an actively reshuffling market.
- RS: AI Search Bar & Filter's market share is 65.8% — gaining +54.6pp since the start of the chart.
Ai Search Shopify Apps — Market Share by Country
Top 5 countries driving installs for ai search Shopify apps, with current market share and 30-day change versus the previous month.
| Country | Market Share | Change |
|---|---|---|
 United States | 28.0% | 0.55 |
 United Kingdom | 13.0% | 2.37 |
 Germany | 5.6% | 1.39 |
 Canada | 5.3% | 0.72 |
 New Zealand | 5.1% | 0.82 |
Key Insights:
- United States accounts for 28.0% of ai search app installs — the single largest market.
- Top 3 markets (United States, United Kingdom, Germany) collectively cover 46.6% of all tracked ai search installs — moderately concentrated demand.
- Germany is the fastest-growing market this month (+1.4pp) — emerging demand worth watching.
Fastest to 1,000 Reviews — Ai Search Shopify Apps
Race-style view of how the top 5 ai search 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 |
|---|---|---|
| Boost AI Search & Filter | 69 | 1,500 |
| RS: AI Search Bar & Filter | Not yet reached | 346 |
| Prefixbox AI Search & Filter | Not yet reached | 54 |
| Ryzo AI Search & Visual Search | Not yet reached | 26 |
| Shoply AI Search & AI Chatbot | Not yet reached | 22 |
Key Insights:
- Boost AI Search & Filter reached 1,000 reviews fastest — in 69 months since launch.
- 4 of the top 5 ai search apps haven't yet crossed 1,000 reviews — RS: AI Search Bar & Filter is closest at 346 cumulative.
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Top Ai Search Shopify Apps Ranked by Position
RS: AI Search Bar & Filter dominates ai search with 65.8% market share — a clear category leader Shopify merchants gravitate to first, 63.5pp ahead of Prefixbox AI Search & Filter (2.3%). Ryzo AI Search & Visual Search sits at #3 with 9.9% share, rounding out the top tier. Together, the top 3 apps absorb 78.0% of all ai search installs — a highly concentrated landscape with limited room for new entrants. Prefixbox AI Search & Filter is the standout mover this month, climbing 4 positions — a momentum signal worth tracking.
RS: AI Search Bar & Filter still holds 65.8% share of ai search apps, but rankings have moved this month — Prefixbox AI Search & Filter climbed 4 positions to #2, 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 Ai Search Shopify Apps
RS: AI Search Bar & Filter climbed from #3 (May 2026) to #1 (Sep 2026) — a 2-position gain among ai search apps over the charted window. Across the top 5 plotted ai search apps, 3 improved their ranking while 2 declined — the category is moving upward overall. RS: AI Search Bar & Filter's share expanded +54.6pp from 11.3% (May 2026) to 65.8% (Oct 2026) — a sustained widening of the gap against other ai search apps over this window.
A 2-position move for the leader over the charted ai search window is large enough to reflect real merchant adoption shifts, not just App Store noise — RS: AI Search Bar & Filter's climb as of Sep 2026 is the strongest trajectory signal in this chart.
Review Growth Velocity in Ai Search — Which Apps Grew Fastest
Boost AI Search & Filter is the only app in this set to have crossed 1,000 reviews, reaching the milestone in 69 months since launch. The remaining 4 ai search 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: RS: AI Search Bar & Filter at 346, Prefixbox AI Search & Filter at 54, Ryzo AI Search & Visual Search at 26, Shoply AI Search & AI Chatbot at 22 cumulative reviews. RS: AI Search Bar & Filter is closest to the milestone — its current count puts it roughly 35% of the way to 1,000.
Boost AI Search & Filter 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 ai search category.
Top 5 Apps in Ai Search
- RS: AI Search Bar & Filter — Category leader for ai search with 65.8% market share and 4.9★.
- Prefixbox AI Search & Filter — Climbed 4 positions this month to rank #2 — 2.3% share, 5.0★.
- Ryzo AI Search & Visual Search — Climbed 1 position this month to rank #3 — 9.9% share, 5.0★.
- Shoply AI Search & AI Chatbot — Currently ranked #4 with 1.7% market share and 4.9★.
- Boost AI Search & Filter — Currently ranked #5 with 9.9% market share and 4.8★.
Ai Search Shopify Apps — Frequently Asked Questions
1. What is the best ai search app on Shopify?
RS: AI Search Bar & Filter is the leading ai search app on Shopify, holding 65.8% of category market share with 413 reviews — a clear default for most merchants.
2. Which ai search app has the highest market share on Shopify?
RS: AI Search Bar & Filter holds the highest market share among ai search apps at 65.8% (+15.97pp 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 ai search apps are tracked on Shopify?
ShopDigest tracks 96 ai search apps on the Shopify App Store. Rankings, market share, geography, and review data refresh weekly.
4. Which ai search app is growing the fastest on Shopify?
Prefixbox AI Search & Filter 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 ai search apps most popular on Shopify?
United States has the highest concentration of ai search app installs at 28.0%, followed by United Kingdom at 13.0%. The Geography tab shows the full country-by-country breakdown.
6. How is market share calculated for ai search 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 ai search app reached 1,000 reviews fastest on Shopify?
Boost AI Search & Filter hit 1,000 reviews in 69 months since launch — the fastest review ramp among tracked ai search Shopify apps. See the Review Champions chart above for the full race.
