Agent Ready ‑ Product Data Fix vs Frictionless

Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026.

The short answer

  • Paid plans start at $19.99/month for Agent Ready and $29/month for Frictionless.
  • Agent Ready lists 7 features Frictionless’s listing doesn’t mention, including Analytics, Content optimization, Convert file types.

Head to head

Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch
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Categories
  • SEO
  • Retail
Languages
  • English
  • English
Launched
Jul 27, 2026
Jul 27, 2026
Built for Shopify
Not badged
Not badged
Reviews per month
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—
Detected stores
0active installs
0active installs
Most common store size
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Top countries
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Free options
Free planFree trial
Free planFree trial
Monthly range
From $19.99 to $29.99/month
$29/month
Plans
Basic$19.99/month
7-day free trialfor shopify plus stores 29.99$ only
  • · ACP & UCP protocol readiness checklists
  • · All 17 agent-readiness checks across you
  • · Automatic first scan when you install
  • · Email support
  • · Issue list with one-click “Fix in admin"
  • · Live 0–100 agent readiness score
Standard$29.99/month
7-day free trialfor shopify plus stores 39.99$ only
  • · Everything in Basic
  • · Full dual-protocol: ACP (ChatGPT) + UCP
  • · Priority support
  • · Score-change tracking — see your delta
  • · Store pitch that feeds llms.txt and GPT
  • · Your store as a ChatGPT app — manifest
Basic-yrly 20% off$191.90/year
7-day free trialfor shopify plus stores 287.90$ only
  • · ACP & UCP protocol readiness checklists
  • · All 17 agent-readiness checks across you
  • · Automatic first scan when you install
  • · Email support
  • · Issue list with one-click “Fix in admin"
  • · Live 0–100 agent readiness score
Stndrd-yrly 20%$287.90/year
7-day free trialfor shopify plus stores 383.90$ only
  • · Everything in Basic
  • · Full dual-protocol: ACP (ChatGPT) + UCP
  • · Priority support
  • · Score-change tracking — see your delta
  • · Store pitch that feeds llms.txt and GPT
  • · Your store as a ChatGPT app — manifest
FLS monthly$29/month
7-day free trial
Coverage
7 of 7 features100%
0 of 7 features0%
Unique strengths
  • Analytics
  • Content optimization
  • Convert file types
  • Duplicate content
  • +3 more
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SEO
100%7/7
0%0/7
Monitoring performance
100%3/3
0%0/3
SEO tools
100%4/4
0%0/4
700onlybothonly
Agent ReadyFrictionless7 features listed across both App Store listings

Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.

See every feature
Works with also listed by another
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How it sells itself

AI agents now shop for your customers — and they skip stores with broken data. Agent Ready scans every product against 17 checks (prices, inventory, descriptions, images, policies), scores your store 0–100, and links each fix straight to your admin. Turn on both agentic-commerce protocols (ACP for ChatGPT, UCP for Google & Gemini), publish an llms.txt briefing, and generate your own ChatGPT merchant app kit.

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.

Key points
  • 17-point agent-readiness scan with a live 0–100 score and fix-in-admin links
  • Dual-protocol setup: ACP (ChatGPT) + UCP (Google & Gemini) from one dashboard
  • One-click ChatGPT merchant app kit — manifest, 4 MCP tools, launch checklist
  • Auto-generated llms.txt to help AI crawlers understand your store
  • 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
Screenshots
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Store friction score with the one fix to do next
Friction findings ranked, each with evidence and a fixAI-agent readiness checks and public machine profileFind why humans and AI agents don't buy — and fix it.

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.

Showing only the rows where the apps differ.

Adoption

MeasureAgent ReadyFrictionless
Detected storesNot publishedNot published
Net store change, 28 days0estimated0estimated
Stores added, 28 daysNot enough dataNot enough data
Big-brand shareNot enough dataNot enough data
Top store categoriesNot publishedNot published
Top store countriesNot publishedNot published

Reviews

MeasureAgent ReadyFrictionless
App Store ratingNot publishedNot published
App Store reviewsNot publishedNot published
New reviews, 28 daysNot enough dataNot enough data
Reviewers a year or more inNot enough dataNot enough data

Pricing

MeasureAgent ReadyFrictionless
Free planNot listedNot listed
Lowest paid monthly plan$19.99/month(ahead)$29/month
Longest free trial7 days7 days
Plans listed41

Listing

MeasureAgent ReadyFrictionless
Shopify category rank#1037in SEO#155in Retail
Shopify App ChartsNot on this week’s chartsNot on this week’s charts
Built for ShopifyNoNo
LaunchedJul 27, 2026Jul 27, 2026
Languages1English1English
DeveloperFast CommerceFrictionless

FAQ

Agent Ready and Frictionless: common questions

Is Agent Ready or Frictionless cheaper?
Paid plans start at $19.99/month for Agent Ready 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.
What features does each app list that the other doesn’t?
Agent Ready lists 7 the others don’t mention, such as Analytics, Content optimization, Convert file types, Duplicate content. 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 Oct 13, 2026; 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. 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.