FuseAi vs TrueROAS ‑ AI Ad Attribution
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Mar 26, 2026 for FuseAi, Nov 8, 2026 for TrueROAS.
The short answer
- TrueROAS lists 6 features FuseAi’s listing doesn’t mention, including AI insights, Funnel analysis, GDPR compliance.
Head to head
- United States
- United Kingdom
- Australia
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free
Pro
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Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureThis app helps merchants understand how marketing campaigns contribute to sales by connecting Shopify order data with analytics and traffic sources. It provides clear attribution for conversions and revenue across channels, helping merchants identify which campaigns and creators drive results. Merchants can use these insights to evaluate performance and make informed marketing decisions.
Never miss an order again. Know exactly where your revenue came from. Leverage True Data to save ad spend and gain an extreme competitive advantage. Data updates frequently so you can scale fast and predictably while being GDPR compliant, then track your profits for your ads and send the data back via conversion api and enhanced conversions to optimize ads passively.
- Auto-detect influencer posts across social medias with engagement tracking
- Connect creator activity to revenue with GA4 integration and confidence scoring
- Generate ROI reports and campaign dashboards exportable for client presentations
- AI Ad Tracking & Attribution
- Customer Journeys for each order
- Creative Breakdown
- Product Analysis
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  FuseAi |  TrueROAS |
|---|---|---|
| Detected stores | Not published | 310 |
| Net store change, 28 days | 0 | +1 |
| Stores added, 28 days | Not enough data | 5 |
| Big-brand share | Not enough data | 13% |
| Top store categories | Not published | Apparel & Accessories, Health & Beauty, Home & Garden |
| Top store countries | Not published | United States, United Kingdom, Australia |
Reviews
| Measure | FuseAi | TrueROAS |
|---|---|---|
| App Store rating | Not published | 4.7 ★ |
| App Store reviews | Not published | 97 |
| New reviews, 28 days | Not enough data | 3 |
| Reviewers a year or more in | Not enough data | 5% |
FAQ
FuseAi and TrueROAS: common questions
- What features does each app list that the other doesn’t?
- FuseAi lists 1 the others don’t mention, such as Activity tracking. TrueROAS lists 6 the others don’t mention, such as AI insights, Funnel analysis, GDPR compliance, Historical analysis. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Mar 26, 2026 for FuseAi, Nov 8, 2026 for TrueROAS; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Mar 26, 2026 for FuseAi, Nov 8, 2026 for TrueROAS. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.