Agent Ready ‑ Product Data Fix vs Shelfready
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
- Only Shelfready lists a free plan. Paid plans start at $19.99/month for Agent Ready and $19/month for Shelfready.
- Agent Ready lists 7 features Shelfready’s listing doesn’t mention, including Analytics, Content optimization, Convert file types.
Head to head
Basic
- · 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
- · 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
- · 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%
- · 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
Free
- · 25 applied fixes
- · Agent-readiness score
- · Full catalogue audit
Pro
- · 3-day free trial
- · Unlimited fixes
- · across up to 250 products.
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureAI 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.
Shopify now sends your catalogue to ChatGPT automatically — but it sends whatever data you already have. Vague titles, missing categories and specs buried in paragraphs are invisible to AI shopping agents. Shelfready scores every product out of 100, then proposes fixes drawn only from your own content. Every suggested value quotes the text it came from, so you can check it before applying.
- 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
- Scores each product 0-100 on what AI shopping agents actually read
- Extracts specs from your own product text into metafields, quoting its source
- Assigns Shopify taxonomy categories and rewrites vague product titles
- Applies fixes in bulk, and undoes your last batch with a single click
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 |  Agent Ready |  Shelfready |
|---|---|---|
| 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 | Agent Ready | Shelfready |
|---|---|---|
| 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 | Agent Ready | Shelfready |
|---|---|---|
| Free plan | Not listed | Yes |
| Lowest paid monthly plan | $19.99/month | $19/month(ahead) |
| Longest free trial | 7 days | 3 days |
| Plans listed | 4 | 2 |
Listing
| Measure | Agent Ready | Shelfready |
|---|---|---|
| Shopify category rank | #1025(ahead) | #1198 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jul 27, 2026 | Sep 18, 2026 |
| Languages | 1 | 1 |
| Developer | Fast Commerce | Loshshop |
FAQ
Agent Ready and Shelfready: common questions
- Is Agent Ready or Shelfready cheaper?
- Only Shelfready lists a free plan. Paid plans start at $19.99/month for Agent Ready and $19/month for Shelfready. 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. Shelfready lists 3 the others don’t mention, such as Audits, Bulk editing, SEO score. 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.