Product Recommendations Shopify Apps – Reviews & Rating Trends

(Updated November 2026) Compare reviews and ratings for product recommendations Shopify apps and see which apps are gaining the most install momentum. Review counts are the closest proxy to actual installs — Shopify doesn't publish install numbers — so review velocity is one of the strongest signals of merchant adoption for product recommendations apps.

Kaching Bundles App & Upsells currently leads on 42.9% market share, followed by Essential Upsell & Cross Sell at 19.4%. A top-heavy field — three apps account for 73.7% of tracked installs.

Free tool · only on ShopDigest

Track this keyword

Daily positions and review alerts for product recommendations apps — yours or a competitor's.

Continue with Google

Free — no credit card.

Product Recommendations Shopify Apps — Full Reviews Table

All tracked product recommendations Shopify apps ranked by total review count, with new reviews gained vs 30 days ago and average rating. Filter by country and date range; sort by reviews or review velocity.

Date Range
Countries
Order By
Reviews are as ofToday.Change is betweenOct 16andToday

Showing 1-10 out of 94

Key Insights:

  • Shopify Flow leads product recommendations apps with 15,520 total reviews — 8,739 more than Kaching Bundles App & Upsells (6,781).
  • Top 3 apps (Shopify Flow, Kaching Bundles App & Upsells, PageFly ✦ AI Page Builder) hold 51.1% of all reviews across the top 10 tracked product recommendations apps.
  • Shopify Flow is gaining reviews fastest this month (+780) — strong recent install momentum.
  • 10 of 10 top-reviewed product recommendations apps gained new reviews this period; 0 saw no net additions.
See more insights

Product Recommendations Shopify Apps — Cumulative Review Trend

Monthly cumulative review count for the top 5 product recommendations Shopify apps over the past year — a longitudinal view of which apps keep accumulating reviews and which have flattened.

Date Range
From
To
Countries
App Selector
Time Granularity
Charts Data
Monthly cumulative review count for the top 5 product recommendations Shopify apps over the latest 6 months.
AppJun 2026Jul 2026Aug 2026Sep 2026Oct 2026Nov 2026
Shopify FlowShopify Flow11,50993112,42591613,37595014,28490915,15487015,520366
Kaching Bundles App & UpsellsKaching Bundles App & Upsells4,6603695,1534935,6524996,1254736,5984736,781183
PageFly ✦ AI Page BuilderPageFly ✦ AI Page Builder5,718295,759415,814555,857435,912555,93624
Shopify InboxShopify Inbox5,510995,6491395,713645,763505,815525,83621
GemPages Landing Page BuilderGemPages Landing Page Builder3,9111274,0211104,119984,204854,260564,28121

Key Insights:

  • Shopify Flow's cumulative reviews grew from 69 to 15,520 over the charted period — 15,451 new reviews accumulated.
  • Shopify Flow's 15,520 cumulative reviews sit 3.6× above GemPages Landing Page Builder's 4,281 at the bottom of the plotted product recommendations set — a wide spread between long-running leaders and newer entrants.
See more insights

Fastest to 1,000 Reviews — Product Recommendations Shopify Apps

Race-style view of how the top 5 product recommendations Shopify apps reached 1,000 reviews — months since launch on the X-axis, cumulative review count on the Y-axis. Adjust the milestone or app set with the filters above.

App Selector
Reviews
Time Granularity
Charts Data
Review velocity for the top 5 product recommendations Shopify apps — months since launch to reach 1,000 reviews and current cumulative review count.
AppMonths to Reach 1,000 ReviewsCurrent Review Count
PageFly ✦ AI Page BuilderPageFly ✦ AI Page Builder365,912
Kaching Bundles App & UpsellsKaching Bundles App & Upsells376,319
Shopify InboxShopify Inbox475,816
Shopify FlowShopify Flow5114,776
GemPages Landing Page BuilderGemPages Landing Page Builder614,268

Key Insights:

  • PageFly ✦ AI Page Builder reached 1,000 reviews fastest — in 36 months since launch.
  • Kaching Bundles App & Upsells crossed 1,000 reviews in 37 months — 1 month behind PageFly ✦ AI Page Builder.
  • All 5 apps in this set have crossed 1,000 reviews — months-to-1k ranges from 36 to 61, a 25-month spread.
See more insights
Data issue or feedback? Reach out to us at [email protected].

Most-Reviewed Product Recommendations Shopify Apps

Shopify Flow leads product recommendations Shopify apps with 15,520 cumulative reviews and a 4.7★ average rating. Kaching Bundles App & Upsells (6,781 reviews) and PageFly ✦ AI Page Builder (5,936 reviews) round out the top 3. Combined, the top 3 apps hold 51.1% of all reviews across the top tier — a fragmented review landscape with reviews spread broadly. Notable mover: Shopify Flow added the most new reviews this month (+780) — a strong recent install signal.

Product Recommendations reviews are spread broadly — Shopify Flow (15,520), Kaching Bundles App & Upsells (6,781), and PageFly ✦ AI Page Builder (5,936) all carry meaningful review bases. With this distribution, review velocity and rating differentiate product recommendations apps better than total reviews alone.

Product Recommendations Shopify Apps — Long-Term Review Trends

Shopify Flow accumulated 15,451 new reviews from Jan 2025 to Nov 2026, growing from 69 to 15,520 cumulative reviews — a steep addition rate for product recommendations apps. Across the top 5 plotted product recommendations apps, the steepest ongoing slopes mark the ones still actively winning new merchants — absolute review counts matter less than recent acceleration when picking apps in a category that's still growing.

Comparing product recommendations apps on review trend slope rather than absolute count is the sharper signal — an app gaining reviews fast is winning current merchants, while Shopify Flow's 15,520 cumulative base reflects long-running adoption that may or may not still be translating to new installs.

Review Growth Velocity in Product Recommendations — Which Apps Grew Fastest

PageFly ✦ AI Page Builder reached 1,000 reviews in 36 months since launch — the fastest ramp among the top 5 product recommendations apps tracked here. Kaching Bundles App & Upsells in 37 months, Shopify Inbox in 47 months, Shopify Flow in 51 months, and GemPages Landing Page Builder took 61 months to cross the same milestone, a 25-month spread between the fastest and slowest in the set.

All 5 apps in this set have crossed 1,000 reviews, with current cumulative counts now ranging from 4,268 (GemPages Landing Page Builder) to 14,776 (Shopify Flow) — a 3.5× difference, showing how far ahead the leader has continued to build past the milestone.

The 25-month gap between PageFly ✦ AI Page Builder's and GemPages Landing Page Builder's time-to-1,000 highlights how unevenly product-market fit landed across this product recommendations set — the leader found its merchant audience early, while late-rampers took multiple years to reach the same review depth. For merchants comparing these apps today, slower-ramping apps may have closed the functionality gap but still operate on smaller review bases.

Top 5 Apps in Product Recommendations

  1. Product Recommendations • ES — Has accumulated 138 reviews for product recommendations at a 5.0★ average.
  2. RevenueHunt Product Quiz Maker — Has accumulated 465 reviews for product recommendations at a 4.9★ average.
  3. Glood Product Recommendations — Has accumulated 123 reviews for product recommendations at a 4.7★ average.
  4. Essential Upsell & Cross Sell — Has accumulated 2,493 reviews for product recommendations at a 5.0★ average.
  5. Frequently Bought Together FT — Has accumulated 369 reviews for product recommendations at a 4.6★ average.

Product Recommendations Shopify Apps — Frequently Asked Questions

1. Which product recommendations app has the most reviews on Shopify?

Shopify Flow has the most reviews among product recommendations Shopify apps with 15,520 total reviews, ahead of Kaching Bundles App & Upsells at 6,781. Sort the table by Reviews (High to Low) to see the full ranked list.

2. How are reviews used to measure product recommendations app popularity on Shopify?

Reviews are the closest publicly available proxy for install volume on Shopify — Shopify doesn't publish install counts, so cumulative reviews and review velocity are the standard way to measure adoption. For product recommendations apps, this page shows total reviews, new reviews per month, and time-to-1,000 reviews so you can compare both established scale and current momentum.

3. Which product recommendations app is gaining reviews fastest on Shopify?

Shopify Flow is gaining the most new reviews this month among product recommendations apps, adding 780 reviews in the past 30 days. Switch the table sub-tab to "Review Changes" to see all apps ordered by review velocity.

4. Which product recommendations app reached 1,000 reviews fastest on Shopify?

PageFly ✦ AI Page Builder hit 1,000 reviews in 36 months since launch — the fastest review ramp among tracked product recommendations Shopify apps. Use the "Fastest to 1,000 Reviews" chart above to compare against other apps or change the milestone (5,000, 10,000, etc.).

5. What is the average rating for top product recommendations Shopify apps?

The top 5 product recommendations apps average 4.8★ across 37,091 combined reviews — a strong overall quality benchmark. Individual ratings appear in the table above; sort by Reviews to see how rating varies across the most-installed apps.

6. Why does the most-reviewed product recommendations app differ from the highest-share app on Shopify?

Shopify Flow has accumulated the most reviews over time (15,520), but Kaching Bundles App & Upsells currently holds higher market share. Cumulative reviews reflect long-running merchant adoption, while market share is computed from recent review velocity — so a faster-ramping newer app can lead share before its cumulative reviews catch up.

7. How often are review counts for product recommendations apps updated on Shopify?

Review counts and rating data refresh weekly on this page. The Reviews Trend chart aggregates monthly intervals by default — switch to weekly granularity for shorter-term signals or yearly for macro trends.

Shopify App Charts

Rankings and trends across every Shopify app, category, and keyword.

Top App Keywords - Charts

See All