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Catalog Machine Shopify App – Reviews & Growth Momentum

(Updated November 2026) Track Catalog Machine's reviews on the Shopify App Store — country-level breakdown, monthly cumulative growth trajectory, and a head-to-head review-ramp comparison against the fastest-growing apps in its primary Shopify benchmark group. Reviews function as a strong proxy for installs. Make Online & PDF catalogs, line sheets and price lists + AI.

15 reviews · 4.60★. Ranks #13 in database. United States drives the largest install share at 68.6%. Review velocity is trending up.

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Catalog Machine — Reviews by Country on Shopify

Country-level breakdown of Catalog Machine's reviews on the Shopify App Store — top 5 countries by cumulative review count, with average rating per country and 30-day review-velocity change. Sortable; switch to "Review Changes" to surface emerging markets.

Date Range
Order By
Reviews are as ofToday.Change is betweenOct 13andToday
#CountryReviewsRating
1United States flagUnited States
111
4.5
2Australia flagAustralia
1–
5.0
3Netherlands flagNetherlands
1–
5.0
4France flagFrance
1–
5.0
5New Zealand flagNew Zealand
1–
4.0

Showing 1-5 out of 5

Key Insights:

  • United States contributes 11 reviews — the largest source of merchant feedback for Catalog Machine (4.55★ avg in this market).
  • Top 5 markets cover 107.1% of Catalog Machine's 14 cumulative reviews on Shopify.
See more insights

Catalog Machine — Cumulative Review Trend by Country

Monthly cumulative review trajectory for Catalog Machine across its top 5 country markets over the past year — pick countries to plot, change date range, or switch sub-tabs to see absolute counts or per-interval review-velocity change.

Date Range
From
To
Countries
Time Granularity
No reviews data available for the selected date range
Charts Data
Monthly cumulative review count for Catalog Machine by country — top 5 markets over the latest 6 months on Shopify.
CountryJun 2026Jul 2026Aug 2026Sep 2026Oct 2026Nov 2026
United StatesUnited States1010–10–10–10–111
AustraliaAustralia11–1–1–1–1–
FranceFrance11–1–1–1–1–
New ZealandNew Zealand11–1–1–1–1–
NetherlandsNetherlands11–1–1–1–1–

Key Insights:

  • United States added 1 new reviews over the charted period — driving most of Catalog Machine's recent review momentum.
  • Review velocity is accelerating — recent monthly additions outpace earlier intervals.
  • 1 of 5 plotted countries gained reviews over the charted period.
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Catalog Machine — Review Growth Race vs Competitors

Race-style chart comparing how quickly Catalog Machine reached 1,000 reviews versus its closest competitors — months-since-launch on the X-axis removes calendar-age bias, so apps from different eras compete on equal footing. Switch the milestone count to benchmark at 5,000 or 10,000 reviews for larger-base comparisons.

App Selector
Reviews
Time Granularity
Charts Data
Review velocity for Catalog Machine alongside the top 4 fastest-ramping apps in its primary Shopify benchmark group — months since launch to reach 1,000 reviews and current cumulative review count.
AppMonths to Reach 1,000 ReviewsCurrent Review Count
Back In Stock,Notify Me: KbiteBack In Stock,Notify Me: Kbite354,282
Outfy ‑ Social Media Auto PostOutfy ‑ Social Media Auto PostNot yet reached571
Revie: Reviews & MarketingRevie: Reviews & MarketingNot yet reached317
Xyla AI Social Media AutopilotXyla AI Social Media AutopilotNot yet reached242
S Loyalty and Rewards ProgramS Loyalty and Rewards ProgramNot yet reached237

Key Insights:

  • Back In Stock,Notify Me: Kbite reached 1,000 reviews fastest in this benchmark set — 35 months since launch.
  • Catalog Machine hasn't yet reached the 1,000-review milestone — current count is 14. The chart shows where it sits along the trajectory versus apps that have already crossed.
See more insights
Data issue or feedback? Reach out to us at [email protected].

Catalog Machine — Where Its Reviews Come From

United States contributes 11 reviews to Catalog Machine and a 4.55★ average rating — the largest single-country source of merchant feedback for this app on the Shopify App Store. Australia follows with 1 reviews, with Netherlands at 1. Together, the top 5 countries account for 107.1% of Catalog Machine's 14 cumulative reviews worldwide.

Catalog Machine has an early-stage review base concentrated in United States. Each new install meaningfully shifts the country distribution at this scale; the trend chart below is the cleanest read on whether momentum is building.

Catalog Machine — Review Growth Trajectory

United States added 1 new reviews to Catalog Machine's base over the charted period — a 10.0% expansion of its largest single-country review pool. Across the top 5 countries plotted, 1 added new reviews over the charted window — uneven growth concentrated in the markets above the others. Review velocity is accelerating — recent monthly review additions are outpacing earlier intervals, suggesting marketing or product traction has improved in the second half of the charted window.

Catalog Machine's accelerating review velocity layered on top of United States's 11 cumulative base is the rarest and most valuable pattern — momentum stacked on an established review pool, the kind of trajectory that usually pulls App Store rank along with it on a 4–8 week lag.

Catalog Machine — Review Ramp vs Fastest-Growing Competitors

Among Catalog Machine's direct competitors, Back In Stock,Notify Me: Kbite hit 1,000 reviews fastest at 35 months post-launch — a benchmark for what aggressive early adoption looks like in this category.

Catalog Machine hasn't reached 1,000 reviews yet — currently at 14 cumulative; the race chart shows where it sits along the trajectory versus apps that have already crossed the line, with the launch-day-zero axis making the comparison fair regardless of calendar age.

Top Categories Catalog Machine Ranks In on Shopify

  1. Keyword database — Currently #13 in this keyword — slipped 2 positions this month.
  2. Keyword catalog — Currently #14 in this keyword — slipped 2 positions this month.
  3. Keyword Collection descriptions — Currently #20 in this keyword (climbed 1 position this month).
  4. Keyword Image editing — Currently #25 in this keyword — slipped 3 positions this month.
  5. Keyword online course — Ranks #36 in this Shopify keyword.

Catalog Machine on Shopify — Reviews FAQs

1. How many reviews does Catalog Machine have on Shopify?

Catalog Machine has accumulated 14 cumulative reviews on the Shopify App Store, with United States contributing the largest share. The table above breaks the count down by country; the trend chart below shows monthly review growth.

2. Which countries leave the most reviews for Catalog Machine?

United States is the largest source of reviews for Catalog Machine on Shopify (11 reviews), followed by Australia at 1 and Netherlands at 1. The full sortable list is in the table above.

3. Is Catalog Machine gaining reviews fast on Shopify?

Yes — Catalog Machine's review velocity is accelerating. Recent monthly review additions are outpacing earlier intervals on the trend chart, suggesting new merchant adoption has picked up in the second half of the charted window.

4. How quickly did Catalog Machine reach 1,000 reviews?

Catalog Machine hasn't yet reached 1,000 reviews — current count is 14. The race chart shows the fastest in its benchmark set, Back In Stock,Notify Me: Kbite, hit 1,000 in 35 months post-launch.

5. How is Catalog Machine's review data on ShopDigest sourced?

Reviews are crawled weekly from the Shopify App Store and aggregated by country and over time. The country breakdown above shows where merchant feedback originates; per-country average rating helps surface regional UX or localization signals that get smoothed out in the worldwide average.

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