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Trueroas ‑ Ai Ad Attribution Shopify App – Reviews & Growth Momentum

(Updated November 2026) Track TrueROAS ‑ AI Ad Attribution'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. Scale Ads and Cut Waste while Optimizing with AI.

97 reviews · 4.53★. Ranks #2 in Attribution. Netherlands drives the largest install share at 19.3%. Review velocity is trending up.

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Trueroas ‑ Ai Ad Attribution — Reviews by Country on Shopify

Country-level breakdown of TrueROAS ‑ AI Ad Attribution's reviews on the Shopify App Store — top 10 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
1Netherlands flagNetherlands
164
4.8
2United States flagUnited States
161
4.5
3Australia flagAustralia
8–
4.8
4United Kingdom flagUnited Kingdom
71
4.9
5Germany flagGermany
6–
3.7
6Hong Kong flagHong Kong
5–
4.0
7Switzerland flagSwitzerland
4–
4.8
8Belgium flagBelgium
4–
5.0
9Italy flagItaly
4–
4.0
10Canada flagCanada
4–
5.0

Showing 1-10 out of 24

Key Insights:

  • Netherlands contributes 16 reviews — the largest source of merchant feedback for TrueROAS ‑ AI Ad Attribution (4.81★ avg in this market).
  • Top 10 markets cover 79.6% of TrueROAS ‑ AI Ad Attribution's 93 cumulative reviews on Shopify.
See more insights

Trueroas ‑ Ai Ad Attribution — Cumulative Review Trend by Country

Monthly cumulative review trajectory for TrueROAS ‑ AI Ad Attribution 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 TrueROAS ‑ AI Ad Attribution by country — top 5 markets over the latest 6 months on Shopify.
CountryJun 2026Jul 2026Aug 2026Sep 2026Oct 2026Nov 2026
NetherlandsNetherlands1010–10–11116516–
United StatesUnited States1112112–15315–161
AustraliaAustralia7818–8–8–8–
United KingdomUnited Kingdom4515–61717–
GermanyGermany55–616–6–6–

Key Insights:

  • Netherlands added 12 new reviews over the charted period — driving most of TrueROAS ‑ AI Ad Attribution's recent review momentum.
  • Review velocity is accelerating — recent monthly additions outpace earlier intervals.
  • 5 of 5 plotted countries gained reviews over the charted period.
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Trueroas ‑ Ai Ad Attribution — Review Growth Race vs Competitors

Race-style chart comparing how quickly TrueROAS ‑ AI Ad Attribution 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 TrueROAS ‑ AI Ad Attribution 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
Microsoft Clarity: AI InsightsMicrosoft Clarity: AI Insights102,358
Report Pundit: Custom ReportsReport Pundit: Custom Reports512,058
Data Export IO: ReportData Export IO: Report742,015
BR ‑ Better ReportsBR ‑ Better Reports1011,201
MLV Auto Currency SwitcherMLV Auto Currency SwitcherNot yet reached988

Key Insights:

  • Microsoft Clarity: AI Insights reached 1,000 reviews fastest in this benchmark set — 10 months since launch.
  • TrueROAS ‑ AI Ad Attribution hasn't yet reached the 1,000-review milestone — current count is 93. 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].

Trueroas ‑ Ai Ad Attribution — Where Its Reviews Come From

Netherlands contributes 16 reviews to TrueROAS ‑ AI Ad Attribution and a 4.81★ average rating — the largest single-country source of merchant feedback for this app on the Shopify App Store. United States follows with 16 reviews, with Australia at 8. Together, the top 10 countries account for 79.6% of TrueROAS ‑ AI Ad Attribution's 93 cumulative reviews worldwide.

TrueROAS ‑ AI Ad Attribution is early-stage with a broadly distributed review base — unusual for a small-volume app and usually intentional. Worth checking the trend chart below for whether the spread is sustained or merely an early-launch artifact.

Trueroas ‑ Ai Ad Attribution — Review Growth Trajectory

Netherlands added 12 new reviews to TrueROAS ‑ AI Ad Attribution's base over the charted period — a 300.0% expansion of its largest single-country review pool. Across the top 5 countries plotted, 5 added new reviews over the charted window — broad-based growth. 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.

TrueROAS ‑ AI Ad Attribution's accelerating review velocity layered on top of Netherlands's 16 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.

Trueroas ‑ Ai Ad Attribution — Review Ramp vs Fastest-Growing Competitors

Among TrueROAS ‑ AI Ad Attribution's direct competitors, Microsoft Clarity: AI Insights hit 1,000 reviews fastest at 10 months post-launch — a benchmark for what aggressive early adoption looks like in this category.

TrueROAS ‑ AI Ad Attribution hasn't reached 1,000 reviews yet — currently at 93 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 Trueroas ‑ Ai Ad Attribution Ranks In on Shopify

  1. Keyword Attribution — Currently #2 in this keyword — slipped 1 position this month.
  2. Keyword Profit tracking — Currently #6 in this keyword — slipped 2 positions this month.
  3. Keyword Multi-store reports — Currently #11 in this keyword (climbed 2 positions this month).
  4. Keyword Lifetime value (LTV) — Ranks #18 in this Shopify keyword.
  5. Keyword Funnel analysis — Currently #20 in this keyword (climbed 1 position this month).

Trueroas ‑ Ai Ad Attribution on Shopify — Reviews FAQs

1. How many reviews does TrueROAS ‑ AI Ad Attribution have on Shopify?

TrueROAS ‑ AI Ad Attribution has accumulated 93 cumulative reviews on the Shopify App Store, with Netherlands 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 TrueROAS ‑ AI Ad Attribution?

Netherlands is the largest source of reviews for TrueROAS ‑ AI Ad Attribution on Shopify (16 reviews), followed by United States at 16 and Australia at 8. The full sortable list is in the table above.

3. Is TrueROAS ‑ AI Ad Attribution gaining reviews fast on Shopify?

Yes — TrueROAS ‑ AI Ad Attribution'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 TrueROAS ‑ AI Ad Attribution reach 1,000 reviews?

TrueROAS ‑ AI Ad Attribution hasn't yet reached 1,000 reviews — current count is 93. The race chart shows the fastest in its benchmark set, Microsoft Clarity: AI Insights, hit 1,000 in 10 months post-launch.

5. How is TrueROAS ‑ AI Ad Attribution'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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