AI Conversion Detective vs Checkout UX Analyst
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026 for AI Conversion Detective, Oct 23, 2026 for Checkout UX Analyst.
The short answer
- Paid plans start at $19/month for AI Conversion Detective and $5/month for Checkout UX Analyst.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Starter
- · Conversion fix potential indicator
- · Unlimited store scans
- · Up to 40 AI chat messages / week
- · Up to 8 conversion issues per scan
Starter (Yearly)
- · Conversion fix potential indicator
- · Unlimited store scans
- · Up to 40 AI chat messages / week
- · Up to 8 conversion issues per scan
Pro
- · All 10 conversion issues per scan
- · Conversion fix potential indicator
- · Unlimited store scans
- · Up to 250 AI chat messages / week
Pro (Yearly)
- · All 10 conversion issues per scan
- · Conversion fix potential indicator
- · Unlimited store scans
- · Up to 250 AI chat messages / week
Basic
- · 1 UX Analysis
- · Issues tracker for every audit
Advanced
- · 10 UX Analysis
- · Email when your checkout breaks
- · Issues tracker for every audit
- · Nightly checkout check
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureAI Conversion Detective scans your store and delivers a prioritised list of conversion issues — each with a specific fix and a monetary potential indicator. No guesswork. No generic advice. Every recommendation is based on your actual products, orders, and store data, analysed by Claude AI. Ask follow-up questions in the built-in AI chat and get expert CRO answers in seconds.
You know your store too well to shop it badly. An AI shopper opens it as a first-time customer, picks a product, and goes through checkout, recording what got in the way: a pop-up over the buy button, a card that will not open, a price that changes at the last step. Each run scores the experience and lists what it found. Our bot repeats the purchase every night and emails you if it's broken.
- Prioritised issue list ranked by monthly conversion fix potential
- Conversion fix potential per issue — calculated from your real order data
- Built-in AI chat: ask Claude anything about your store in plain English
- Automatic re-scan when you publish a theme update or change products
- Daily automated browser-based checkout tests.
- Test reports, including step-by-step results, screenshots, and videos
- Failure notifications by email.
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 Conversion Detective |  Checkout UX Analyst |
|---|---|---|
| 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 Conversion Detective | Checkout UX Analyst |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 6 |
| 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 Conversion Detective | Checkout UX Analyst |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $19/month | $5/month(ahead) |
| Longest free trial | 7 days | 3 days |
| Plans listed | 4 | 2 |
Listing
| Measure | AI Conversion Detective | Checkout UX Analyst |
|---|---|---|
| Shopify category rank | #184 | #133 |
| Shopify App Charts | Not on this week’s charts | #5 on Pricing moves in Checkout - Other |
| Built for Shopify | No | No |
| Launched | Jun 18, 2026 | Dec 22, 2025 |
| Languages | 1 | 1 |
| Developer | JR Solutions | StoreSpark |
FAQ
AI Conversion Detective and Checkout UX Analyst: common questions
- Is AI Conversion Detective or Checkout UX Analyst cheaper?
- Paid plans start at $19/month for AI Conversion Detective and $5/month for Checkout UX Analyst. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- 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 Oct 13, 2026 for AI Conversion Detective, Oct 23, 2026 for Checkout UX Analyst; 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 Oct 13, 2026 for AI Conversion Detective, Oct 23, 2026 for Checkout UX Analyst. 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.