AgentReady vs AI Catalog Optimizer (OKF)
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 9, 2026 for AgentReady, Oct 26, 2026 for AI Catalog Optimizer (OKF).
The short answer
- Only AgentReady lists a free plan. Paid plans start at $9/month for AgentReady and $9.99/month for AI Catalog Optimizer (OKF).
- AgentReady lists 18 features AI Catalog Optimizer (OKF)’s listing doesn’t mention, including AI generation, Audits, Automations.
Head to head
- United States
- United Kingdom
- South Africa
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free Audit
- · Audit only; no storefront publishing
- · Full-store readiness audit
- · Preview recommended changes
- · See every finding and gap
Core
- · Automatic updates and drift detection
- · Full-store audit and gap report
- · Live verification and change history
- · Preview and approve before publishing
- · Standard AI text generation
- · Storefront reviews and email support
Growth
- · 1,000 Advanced AI Credits per month
- · Advanced AI with image understanding
- · Credit cost shown before each run
- · Deeper product enrichment
- · Everything in Core
- · Failed AI runs never charged
Pro
- · 5,000 Advanced AI Credits per month
- · Everything in Growth
- · Guided onboarding with the founder
- · Priority support
- · Unlimited active products
Pro
- · 10-product cap during 7-day trial
- · Off-site indexing file hosting
- · Real-time catalog updates
- · Storefront /agents.md route
- · Unlimited AI catalog syncing
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureAI search and shopping agents can only use information they can reliably read. AgentReady audits your Shopify products, variants, prices, inventory, business details, shipping, returns, FAQs, metadata, and machine-readable files. Missing or conflicting information becomes a prioritized plan grounded in your store data.
Millions of shoppers now use AI assistants like ChatGPT, Claude, and Perplexity to find products. If your store isn't formatted for AI, your competitors will get the recommendation. This app automatically translates your catalog into the exact machine-readable format (OKF) these AI agents require. Real time sync with zero impact on storefront speed.
- Automatically generates AI-readable structured data for products and pages
- Safely injects and removes data without leaving theme residue
- Keeps store data consistent as products and content change
- Automatically structure your catalog for AI shopping assistants.
- Sync catalog additions and inventory updates to your AI index in real time.
- Establish a standard AI agent discovery endpoint on your active theme.
- Host catalog directories off-site to preserve storefront loading speed.
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 |  AgentReady |  AI Catalog Optimizer (OKF) |
|---|---|---|
| Detected stores | 18 | 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 | Food, Beverages & Tobacco, Apparel & Accessories, Health & Beauty | Not published |
| Top store countries | United States, United Kingdom, South Africa | Not published |
Reviews
| Measure | AgentReady | AI Catalog Optimizer (OKF) |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 7 | 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 | AgentReady | AI Catalog Optimizer (OKF) |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $9/month(ahead) | $9.99/month |
| Longest free trial | 14 days | 7 days |
| Plans listed | 4 | 1 |
Listing
| Measure | AgentReady | AI Catalog Optimizer (OKF) |
|---|---|---|
| Shopify category rank | #210(ahead) | #849 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Feb 6, 2026 | Jul 31, 2026 |
| Languages | 1 | 1 |
| Developer | Caffeine and Commerce | MetaMatic.us |
FAQ
AgentReady and AI Catalog Optimizer (OKF): common questions
- Is AgentReady or AI Catalog Optimizer (OKF) cheaper?
- Only AgentReady lists a free plan. Paid plans start at $9/month for AgentReady and $9.99/month for AI Catalog Optimizer (OKF). 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?
- AgentReady lists 18 the others don’t mention, such as AI generation, Audits, Automations, Breadcrumbs. AI Catalog Optimizer (OKF) lists 3 the others don’t mention, such as Robots.txt, Sitemaps, Website traffic. 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 Nov 9, 2026 for AgentReady, Oct 26, 2026 for AI Catalog Optimizer (OKF); 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 Nov 9, 2026 for AgentReady, Oct 26, 2026 for AI Catalog Optimizer (OKF). 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.