Visibility Mesh and the SellOnLLM Shopify app: what each one is built for

We read the SellOnLLM website, sellonllm.com, including its Shopify app page, on November 9, 2026. On the same day, the Shopify App Store listed the app as AEO & AI Visibility Booster, from the developer Gavi Ventures. The listing links to sellonllm.com for its documentation. Visibility Mesh prices come from our own product pages on the same day.

The SellOnLLM Shopify app measures the sessions and revenue that ChatGPT, Claude and Perplexity send to a store, as its website described it on November 9, 2026. Visibility Mesh works on the step before the visit, which is making the Shopify storefront legible to AI assistants.

What does SellOnLLM do for a Shopify store?

The SellOnLLM app joins Google Analytics sessions with Shopify revenue. Its page lists AI brand visibility and ranking tracking, AI traffic and conversion reporting, and a ChatGPT Instant Checkout readiness check. On the Premium plan, the app also audits the store and writes product, brand and FAQ content with AI.

The wider SellOnLLM website has a free check. It asks five buyer questions live on Perplexity and shows which sites the answers cite. There is also a Chrome extension that audits any page.

SellOnLLM's own page says the app pairs AI demand with the catalog after technical SEO is under control.

Where does Visibility Mesh start?

We start with that technical layer. Our scan checks robots.txt and requests the store as each major AI crawler. It reads the structured data and text of each page, then checks the canonical tag and breadcrumb trail. Every finding comes with the page, the value we read and the steps in the Shopify admin.

The schema check matters most when a theme already prints product markup. Our app reads that schema and only corrects or extends it. The store never ends up with two Product blocks on one page. Our guide to fixing duplicate Product schema on Shopify shows how to check for it by hand.

We track AI traffic too, on the Pro plan of our Shopify app. The app starts at $29 a month with a 7 day free trial. A store on any other platform can start with the free scan of 5 key pages.

When is SellOnLLM the better choice?

SellOnLLM is the better choice for a merchant whose store is already readable. If the main question is how much revenue AI assistants send, its app joins that number to Shopify orders. Its checkout readiness check and Chrome extension cover ground we do not. For a quick look at which sites Perplexity cites, its website check costs nothing.

Our Academy also explains the front door test for AI crawlers. You can run the free Visibility Mesh scan of 5 key pages whenever you want a page level answer for your own store.

Questions people ask about SellOnLLM and Visibility Mesh

Should I measure AI traffic or fix my store first?

Fix first if a scan shows that AI crawlers cannot reach or read your key pages. Until assistants can read your pages, a traffic report mostly measures that problem. If the scan comes back clean, measuring AI traffic tells you which assistants already send buyers.

Can I see AI referral traffic in GA4 without an app?

You can do it in GA4 itself. Open Reports, then Acquisition, then Traffic acquisition, and set the dimension to Session source. Look for chatgpt, openai, perplexity, copilot, gemini and claude. The number understates AI influence, since many answers satisfy the buyer without a click. Our guide to seeing ChatGPT and Perplexity visits in GA4 has the full steps.

Does Visibility Mesh change my theme?

Our app applies a fix only on the Growth plan, only after you approve it, and you can undo it. When our team makes the changes for you, we work in a copy of your theme until you approve each one.