B2Sell AI Storefront Optimizer 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 Oct 13, 2026 for B2Sell AI Storefront Optimizer, Oct 26, 2026 for AI Catalog Optimizer (OKF).
The short answer
- Only B2Sell AI Storefront Optimizer lists a free plan. Paid plans start at $29/month for B2Sell AI Storefront Optimizer and $9.99/month for AI Catalog Optimizer (OKF).
- AI Catalog Optimizer (OKF) lists 4 features B2Sell AI Storefront Optimizer’s listing doesn’t mention, including Analytics, Page indexing, Robots.txt.
Head to head
Free
- · 10 AI Generations/month
- · 25 Products Scored
- · 5 AI Search Queries/Day
- · llms.txt not included
Starter
- · 100 AI Generations/month
- · 50 AI Search Queries/Day
- · 500 Products Scored
- · llms.txt Included
Growth
- · 200 AI Search Queries/Day
- · 500 AI Generations/month
- · 5000 Products Scored
- · llms.txt Included
Scale
- · Unlimited AI Generations/month
- · Unlimited AI Search Queries/Day
- · Unlimited Products Scored
- · llms.txt Included
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 shopping assistants are a new way customers discover products. If your listings have gaps, these tools may overlook your store. This app scans your catalog and scores each product for AI readiness. It flags missing data, weak descriptions, and structural issues.
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.
- Catalog scan that scores every product for AI readiness
- Publish llms.txt so AI assistants can discover your products
- Search simulator to preview how AI tools see your catalog
- Product-level fix suggestions for missing or weak content
- 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 |  B2Sell AI Storefront Optimizer |  AI Catalog Optimizer (OKF) |
|---|---|---|
| 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 | B2Sell AI Storefront Optimizer | AI Catalog Optimizer (OKF) |
|---|---|---|
| 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 | B2Sell AI Storefront Optimizer | AI Catalog Optimizer (OKF) |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $29/month | $9.99/month(ahead) |
| Longest free trial | Not listed | 7 days |
| Plans listed | 4 | 1 |
Listing
| Measure | B2Sell AI Storefront Optimizer | AI Catalog Optimizer (OKF) |
|---|---|---|
| Shopify category rank | #1053 | #849(ahead) |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jun 1, 2026 | Jul 31, 2026 |
| Languages | 1 | 1 |
| Developer | B2Sell | MetaMatic.us |
FAQ
B2Sell AI Storefront Optimizer and AI Catalog Optimizer (OKF): common questions
- Is B2Sell AI Storefront Optimizer or AI Catalog Optimizer (OKF) cheaper?
- Only B2Sell AI Storefront Optimizer lists a free plan. Paid plans start at $29/month for B2Sell AI Storefront Optimizer 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?
- B2Sell AI Storefront Optimizer lists 3 the others don’t mention, such as AI generation, Content analysis, Content optimization. AI Catalog Optimizer (OKF) lists 4 the others don’t mention, such as Analytics, Page indexing, Robots.txt, 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 Oct 13, 2026 for B2Sell AI Storefront Optimizer, 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 Oct 13, 2026 for B2Sell AI Storefront Optimizer, 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.