AI Attribution Analytics by MD vs FuseAi
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Apr 3, 2026 for AI Attribution Analytics by MD, Mar 26, 2026 for FuseAi.
The short answer
- AI Attribution Analytics by MD lists 13 features FuseAi’s listing doesn’t mention, including Abandoned cart, AI insights, Checkout analytics.
Head to head
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureOur AI Attribution app shows you exactly which channels, campaigns, and products drive real revenue. Using first-party data and AI analysis, it maps the full customer journey, removes duplicate conversions, and gives you one reliable source of truth so you can allocate budget smarter, improve ROAS, and scale what actually works.
This 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.
- Track the full customer journey across channels and devices
- De-duplicate conversions for accurate revenue attribution
- See which campaigns and products drive real profit
- Unified dashboard for Google, Meta, and more.
- 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
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 |  AI Attribution Analytics by MD |  FuseAi |
|---|---|---|
| Detected stores | Not published | Not published |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | AI Attribution Analytics by MD | FuseAi |
|---|---|---|
| App Store rating | Not published | Not published |
| App Store reviews | Not published | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | AI Attribution Analytics by MD | FuseAi |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | No monthly plan listed | No monthly plan listed |
| Longest free trial | Not listed | Not listed |
| Plans listed | Not published | Not published |
Listing
| Measure | AI Attribution Analytics by MD | FuseAi |
|---|---|---|
| Shopify category rank | #855(ahead) | #1484 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Apr 2, 2026 | Mar 25, 2026 |
| Languages | 1 | 1 |
| Developer | Morning Dash | Fuse |
FAQ
AI Attribution Analytics by MD and FuseAi: common questions
- What features does each app list that the other doesn’t?
- AI Attribution Analytics by MD lists 13 the others don’t mention, such as Abandoned cart, AI insights, Checkout analytics, Custom dashboards. 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 Apr 3, 2026 for AI Attribution Analytics by MD, Mar 26, 2026 for FuseAi; 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 Apr 3, 2026 for AI Attribution Analytics by MD, Mar 26, 2026 for FuseAi. 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.