EcomAppReviews

Shopify app

New

AI Attribution

Free to start, prove AI revenue.

Rating on Shopify
No ratings yet
Reviews
0
Developer
Arcett
Launched
December 22, 2025
Pricing
Free plan available. Free trial available.
Languages
English, Chinese (Simplified)

View on the Shopify App Store

The facts

Every value below is read from the listing or computed by the published formula. Nothing is a verdict.

Rank in Analytics

#334 of 873

See the ranked table

Bayesian rating

n/a

category median 4.53

Reviews in the last 180 days

n/a

no dated reviews collected

1 and 2 star share

n/a

no rating distribution

Starting price

$29/month

band: $10 to $29 · 14-day trial

Pricing plans as listed on Shopify

All charges are billed in USD. Recurring and usage-based charges are billed every 30 days. See all pricing options

PlanPriceBilled yearlyTrialUsage feeIncluded
FreeFreenot offerednonenone statedBasic AI order detection; AI channel GMV overview; Up to 30 days backfill; Channel breakdown by AI bot; Generate basic llms.txt draft
Pro$29/monthnot offered14 daysnone statedAdvanced Attribution & Evidence; 90-day historical backfill; Export AI orders to CSV; UTM Wizard & Auto-tagging; Custom AI domains mapping; Advanced channel comparison; AI SEO Toolkit (llms.txt)
Growth$79/monthnot offered14 daysnone statedMulti-store AI performance rollup; Cross-store GMV & orders comparison; Team access across connected stores; AI data webhook export to your tools; AI visibility & optimization toolkit; All Pro features included

Features Shopify lists for this app

Feature handles from the listing, grouped as Shopify groups them.

Customer behavior

  • Lifetime value (LTV)

Marketing and sales

  • AI insights
  • Marketing attribution
  • UTM tracking

Visuals and reports

  • Analytics dashboard
  • Custom reports
  • Data export

Data access

As disclosed on the listing. Never scored.

View customer data

Device and activity data

  • Device and activity data: Geolocation, IP address, browser and operating system

View staff and contributor data

Store owner, blog contributors

  • Store owner: Name, email address, phone number, physical address
  • Blog contributors: Email address, IP address, browser and operating system

View and edit store data

Customers, products, orders, Online Store

  • View customers: Customer data
  • View products: Products, collections
  • Edit orders: All order history for the last 60 days
  • Edit Online Store: Checkout page, Online Store pages, theme, Online Store page content on a path controlled by the app

Developer

Arcett

Apps in the dataset:
1
Address:
沙河, 白各庄, 北京, BJ, 102206, CN
Support email domain:
gmail.com
English support:
yes
Resources:
Privacy policy, demo store

Similar apps

Shopify's own similar-apps list first, then apps in the same category that share the most feature handles.

From the Shopify listingDeveloper claims, shown verbatim and collapsed. 51 words.Show
  • Accurately track GMV, orders, and AOV from AI channels.
  • See exactly why an order was attributed to AI (Referrer/UTM signals).
  • Automatically pull and analyze up to 90 days of past orders.
  • Generate precise tracking links with our built-in UTM Wizard.
  • Auto-generate llms.txt to feed your products to AI web crawlers.

Track AI-attributed orders, GMV, and new customers.

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.

Questions and comments

Questions people ask about AI Attribution, answered from what this page shows. Entries marked Site editor are written by the EcomAppReviews editor. Reader comments appear after a person has read and approved them, usually within a day. E-mail addresses are never published.

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Last updated Oct 20, 2026. Ratings and review counts are the values shown on each app's public listing. How the numbers are computed: methodology.

0 reviews counted on the listing. Rating and count in the structured data are the values Shopify displayed at crawl time.