AI Attribution Analytics by MD vs AI Attribution
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, Oct 13, 2026 for AI Attribution.
The short answer
- Only AI Attribution lists a free plan.
- AI Attribution Analytics by MD lists 15 features AI Attribution’s listing doesn’t mention, including Abandoned cart, Activity tracking, Checkout analytics.
Head to head
Free
- · AI channel GMV overview
- · Basic AI order detection
- · Channel breakdown by AI bot
- · Generate basic llms.txt draft
- · Up to 30 days backfill
Pro
- · 90-day historical backfill
- · AI SEO Toolkit (llms.txt)
- · Advanced Attribution & Evidence
- · Advanced channel comparison
- · Custom AI domains mapping
- · Export AI orders to CSV
Growth
- · AI data webhook export to your tools
- · AI visibility & optimization toolkit
- · All Pro features included
- · Cross-store GMV & orders comparison
- · Multi-store AI performance rollup
- · Team access across connected stores
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.
AI Attribution for Shopify helps merchants prove which AI assistants actually drive revenue. Start free, backfill the last 60 days, and review AI-attributed orders, AI GMV, new customers, AOV, and repeat behavior in one dashboard. Conservative referrer, UTM, and tag-based attribution keep results trustworthy.
- 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.
- Identify orders referred by ChatGPT, Perplexity, Gemini, and Copilot
- AI dashboard for revenue, orders, AOV, new customers, and top products
- Compare AI vs paid, organic, and direct on conversion, AOV, and repeat purchase
- Export AI-attributed orders, customers, and products to CSV for 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 |  AI Attribution Analytics by MD |  AI Attribution |
|---|---|---|
| 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 | AI Attribution |
|---|---|---|
| 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 | AI Attribution |
|---|---|---|
| Free plan | Not listed | Yes |
| Lowest paid monthly plan | No monthly plan listed | $29/month |
| Longest free trial | Not listed | 14 days |
| Plans listed | Not published | 3 |
Listing
| Measure | AI Attribution Analytics by MD | AI Attribution |
|---|---|---|
| Shopify category rank | #852(ahead) | #1242 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Apr 2, 2026 | Dec 22, 2025 |
| Languages | 1 | 2 |
| Developer | Morning Dash | Arcett |
FAQ
AI Attribution Analytics by MD and AI Attribution: common questions
- Is AI Attribution Analytics by MD or AI Attribution cheaper?
- Only AI Attribution lists a free plan. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- What features does each app list that the other doesn’t?
- AI Attribution Analytics by MD lists 15 the others don’t mention, such as Abandoned cart, Activity tracking, Checkout analytics, Custom dashboards. AI Attribution lists 2 the others don’t mention, such as Cohort analysis, Lifetime value (LTV). 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, Oct 13, 2026 for AI Attribution; 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, Oct 13, 2026 for AI Attribution. 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.