Checkout UX Analyst vs Frictionless
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 23, 2026 for Checkout UX Analyst, Oct 13, 2026 for Frictionless.
The short answer
- Paid plans start at $5/month for Checkout UX Analyst and $29/month for Frictionless.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
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
FLS monthly
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureYou 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.
Your store has two buyers now: people, and the AI agents shopping for them. Frictionless shows what agents actually get - product schema, prices without JavaScript, crawler access, policies - plus the agent rails: ACP product data, UCP discovery, and whether your agent instructions are yours or the platform default. For human buyers it finds 14 friction patterns, quoted from your own pages.
- Daily automated browser-based checkout tests.
- Test reports, including step-by-step results, screenshots, and videos
- Failure notifications by email.
- Scan your store and see your Frictionless Score in 60 seconds
- Identify the exact moments where customers hesitate and don't buy
- Get specific fixes based on behavioral economics research
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 |  Checkout UX Analyst |  Frictionless |
|---|---|---|
| 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 | Checkout UX Analyst | Frictionless |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 6 | 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 | Checkout UX Analyst | Frictionless |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $5/month(ahead) | $29/month |
| Longest free trial | 3 days | 7 days |
| Plans listed | 2 | 1 |
Listing
| Measure | Checkout UX Analyst | Frictionless |
|---|---|---|
| Shopify category rank | #133 | #155 |
| Shopify App Charts | #5 on Pricing moves in Checkout - Other | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Dec 22, 2025 | Jul 27, 2026 |
| Languages | 1 | 1 |
| Developer | StoreSpark | Frictionless |
FAQ
Checkout UX Analyst and Frictionless: common questions
- Is Checkout UX Analyst or Frictionless cheaper?
- Paid plans start at $5/month for Checkout UX Analyst and $29/month for Frictionless. 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 23, 2026 for Checkout UX Analyst, Oct 13, 2026 for Frictionless; 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 23, 2026 for Checkout UX Analyst, Oct 13, 2026 for Frictionless. 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.