Visibility Mesh and FSEO: what each one is built for

We read the FSEO listing on the Shopify App Store, apps.shopify.com/ai-search-llms-txt-generator, on November 9, 2026. Visibility Mesh prices come from our own product pages on the same day.

FSEO is a Shopify app from Final Apps that sets up AI files and markup and tracks AI citations, as its listing described it on November 9, 2026. Visibility Mesh reads a Shopify storefront the way AI crawlers receive it, ranks the fixes and confirms each change with a rescan.

What does FSEO do?

The FSEO listing covers setup and tracking. For setup, the app writes custom llms.txt files, changes robots.txt and adds JSON-LD and agents.md, all without code.

For tracking, the listing describes an AI visibility score, citations, share of voice against competitors and a prompt tracker. It names ChatGPT, Gemini, Claude, Perplexity and Grok.

The listing shows a free plan, and the interface comes in seven languages, including Czech, Polish and Spanish. FSEO is for a merchant who wants files, markup and tracking in one app.

When is FSEO the better choice?

FSEO is the better choice for a merchant who wants llms.txt, robots.txt, JSON-LD and AI visibility tracking from one app, without code, starting on its free plan. A store run in Czech, Danish, French, German, Polish or Spanish may also prefer an interface in its own language. Our app is in English.

How does Visibility Mesh approach structured data?

We read what a page already carries before we suggest anything. A Shopify theme can print its own Product and Organization markup. Apps and hand edits can add more. On any store, our first question on a page is how many copies of each schema type it has, and where each comes from.

When the scan finds two nodes for one product, it names the source of each and says which to remove. When a page lacks markup it needs, we build the strongest version the store's own data supports. Our Shopify app follows the same rule and only corrects or extends the schema a store has.

Our plans for any website start at $79 once for 100 pages. The Shopify app starts at $29 a month with a 7 day free trial.

Two related guides explain two Organization schemas on one store and schema that validates against schema that works. When you are ready to check your own store, you can compare every Visibility Mesh plan and price.

Questions people ask about FSEO and Visibility Mesh

How do I check my Shopify store for duplicate schema?

Open a product page in Chrome, choose View page source and search for application/ld+json. If two of those blocks describe the same product, the page has duplicate Product schema. The Schema Markup Validator at validator.schema.org will list both. Our guide to duplicate Product schema on Shopify shows which copy to remove.

Does Visibility Mesh track citations and share of voice?

Mention tracking in Visibility Mesh lives in our Shopify app, which shows whether AI search names your store or a competitor. The Pro plan adds a competitor benchmark and AI traffic tracking. The rest of the product reads and fixes the store.

What happens after I fix something?

You run a rescan to check the change on the live store. Starter includes 12 rescans a month, and Pro and Growth include 25. Our guide on testing and validating structured data covers the manual check.