Free plan available, paid plans from $199/month. Prices are the published USD list prices on the Shopify App Store and exclude usage charges.
| Plan | Price |
|---|---|
| Free | Free |
| Pro | $199/month |
| Pro | $299/month |
| Pro | $499/month |
The top plan is 2.5× the entry plan, a normal spread — the tiers are most likely gated on volume rather than on features.
88% of ratings are 4 or 5 stars, and 8 merchants have left a 1-star review.
Across the 94 most recent reviews, the merchants writing them were mostly in United States, Netherlands, Australia. 8% had been running the app for a year or more before reviewing it. The developer replied to 19% of them.
At $199/mo to start, TrueROAS ‑ AI Ad Attribution is priced above the category — the median entry price across 7 apps in this category is $14.99/mo.
Aggregated from 78 reviews with written feedback — we analyse the sentiment behind the ratings, we don't reprint reviews.
From our daily App Store rank tracking and review history — signals a static listing doesn't show.
Measured against the 501 reviewed apps in Analytics, where it currently sits at #49 of 1,634 listings.
| TrueROAS ‑ AI Ad Attribution | Analytics median | |
|---|---|---|
| Rating | 4.7 | 5 |
| Reviews | 82 | 4 |
That is 21× the review volume of the typical app in this category — the rating is carrying a lot more evidence than most.
The most-reviewed apps in Analytics, with their current rating and entry price.
| App | Rating | Reviews | Price from | Compare |
|---|---|---|---|---|
| Data Export IO: Report | 5 | 1,902 | $12/mo | compare |
| Report Pundit: Custom Reports | 5 | 1,888 | $9/mo | compare |
| Microsoft Clarity: AI Insights | 4.6 | 1,880 | Free | compare |
| BR ‑ Better Reports | 5 | 1,141 | $19.90/mo | compare |
| MLV Auto Currency Switcher | 4.8 | 944 | $9.95/mo | compare |
| Lucky Orange Heatmaps & Replay | 4.7 | 821 | $19/mo | compare |
| TP: True Profit Analytics | 5 | 804 | $35/mo | compare |
| Mipler ‑ Advanced Reports | 5 | 636 | $14.99/mo | compare |
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TrueROAS ‑ AI Ad Attribution has a free plan, and paid plans start at $199 per month. The free tier is normally capped on volume, so check the limit against what your store does today.
TrueROAS ‑ AI Ad Attribution publishes 4 plans: Free (free), Pro at $199/month, Pro at $299/month, Pro at $499/month. These are list prices from the Shopify App Store and exclude any usage-based charges.
TrueROAS ‑ AI Ad Attribution holds 4.7 out of 5 from 82 merchant reviews, with 88% of them at 4 or 5 stars. That is a small sample, so weigh the rating lightly — read the most recent reviews and judge the app on its features and support instead.
The most-reviewed alternatives in Analytics are Data Export IO: Report, Report Pundit: Custom Reports and Microsoft Clarity: AI Insights. The comparison table above shows each one's rating, review count and entry price.
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