Visibility Mesh

Visibility Mesh finds what keeps your website out of AI answers and search results, and gets it fixed.

A mention tracker shows where you appear in AI answers. We show what on your site stands in the way. The Visibility Mesh scan checks whether AI crawlers can reach your website and reads the structured data and text of your pages. It scores your website across five categories and puts the fixes in order. The outcome we work for is more traffic from AI and organic search.

The free scan needs no install, no call and no card. Paid scans of any website start at $79 once. The Shopify app starts at $29 a month with a 7 day trial. For done for you work on Shopify and WordPress, see Managed AI Visibility. See all pricing.

Why it matters now
900+
websites scored with our own engine to date, across every version of the methodology.
754
of them sit in the live benchmark: ecommerce and not, all on the current methodology. 431 are online stores, 377 of those on Shopify.
43.8
median score in that benchmark. 67% score below 50, and not one has reached the Leading band.
+393%
year over year growth in AI traffic to US retail sites in Q1 2026, measured by Adobe.

Our own figures, measured on October 2, 2026 and stated with the population they came from. See the full benchmark.

What we measure

AI can only recommend the sites it can read.

We score five questions, and each one asks what an AI system needs before it can recommend a site.

01
Can AI find you?
Crawler access, rendering, sitemaps, the files that let a machine read you at all.
02
Can AI read you?
Structured data that is clean, complete, and accurate, not just present.
03
Can AI follow you?
An architecture connected enough for a machine to map who you are.
04
Can AI quote you?
Copy that is answer-ready and extractable, not buried in marketing prose.
05
Does AI trust you?
Your business is described the same way everywhere, so a machine can confirm who you are.
How it works

Every fix gets checked by the same engine that found the problem.

01
Diagnose
We check whether AI crawlers can reach your website, read the structured data and text of your pages and score the site across the five categories. Every gap comes back in plain English with its severity, so a developer and a CMO read the same finding.
02
Fix
Our Shopify app applies each fix after you approve it, on the app's Growth plan. Your developer can also work from the ordered plan. It says what to fix first and what each fix touches. On Shopify and WordPress, we can make the changes ourselves with Managed AI Visibility.
03
Check
We scan the site again and compare the result with the first scan. Changing the ruler between two measurements is the easiest way to show progress, so we leave ours alone. For Managed AI Visibility, the rescan uses the same depth and the same methodology version as the baseline.
04
Measure
Monthly AI Visibility Management includes a report every month. It compares your organic and AI visits with the baseline from your own GA4. We adjust the plan from what that report shows.

Every change we make on a client's website follows ITIL change control. It is recorded, approved by the client before it goes live, backed up, reversible and checked again afterward. Margareta Petrovic founded Visibility Mesh and is CISA, CISSP and ITIL certified. She reviews every Managed AI Visibility plan and report before it reaches a client.

Done for you

We can also do the work for you, on Shopify and WordPress.

Managed AI Visibility is the done for you service in which Visibility Mesh finds why AI assistants and search engines skip a website, fixes it, and measures the traffic from AI and organic search that follows.

You do not need to know whether your problem is SEO, AEO, schema, content or authority. We work that out from your website and your own data. Then we make the changes.

AI Visibility Setup: Foundation
Foundation is the technical fix. We open your site to the crawlers you want and fix sitemaps and canonicals. Broken and duplicate markup comes out at the template level.
One time
See Foundation and its price
AI Visibility Setup: Schema Mesh
Schema Mesh includes everything in Foundation. It adds one connected layer of structured data, built from your own products, services and pages.
One time
See Schema Mesh and its price
Monthly AI Visibility Management
After the setup, our engine watches your website all month. Once a month, a full rescan also looks for fixes that came undone. You get a short email every week, a report by email every month and a review of the plan by email every quarter.
Monthly, by quote
Ask for a quote

Both setups cover Shopify and WordPress. On any other platform, the Full Assessment gives your developer the exact fixes in order, and a new scan afterward shows what changed. A setup takes about two to three weeks of work once we have access. All content work is in English only. Each setup has its current price on its own product page. We quote the monthly work after we have seen your website.

The diagnosis decides how much of the work goes into each of three layers, which are the technical layer, content and demand, and external authority. We never buy links or sell backlink packages.

A person replies within one business day.

Why we read first

Why we read your website before we add anything.

An AI visibility plugin applies the same template to every website it is installed on. That template cannot see what your theme already prints. So a site can end up with two Organization entities, one from the theme and one from the plugin, or with markup that says something the page does not.

We read the page and its markup side by side, so a fix never adds a second version of something your site already says.

We read your website first with our own engine and fix the duplicates and the contradictions. Only then do we add what is missing. Everything we write comes from your own pages and catalog.

What you get

Deliverables a developer and a boardroom both accept.

Scorecard
It shows your legibility in each of the five categories and your maturity band.
Every plan
Detailed Audit
A polished, client-ready PDF of every finding with severity.
Paid plans
Prioritized Roadmap
An ordered, PM-runnable plan of what to fix and when.
Paid plans
Executive Deck
A presentation for marketing and IT leadership.
Advanced & Agency
Proof

You can check our work on our own website and on a store we name.

Our own score

The website you are reading, visibilitymesh.com, sits in the Established band. Our engine scores it every month with the same method it uses on yours.

See our own score
Case study

Luna Fashion House is a Shopify store that we diagnosed with our own engine and fixed ourselves. In its Google Analytics, organic search visits grew every month from May to September 2026. AI assistants went from sending no identified visits to sending visits every week. Paid search stayed flat the whole time.

Our founder, Margareta Petrovic, is President for the USA of Luna Fashion House. The case study says so, dates every fix and names what else could have moved the traffic.

Read the case study
Research you can reuse
The State of AI Visibility 2026
Our first public study scored 216 Shopify storefronts and was published on June 28, 2026. It found that 72 percent of them failed Entity Integrity, the category Schema Mesh works on.
Read the study
The State of AI Visibility on the Non Ecommerce Web
Our second study scored 303 websites across 25 verticals, and it came out on July 13, 2026.
Read the study
We Scored 245 Shopify Stores on What AI Can Read
Our third study, published on August 22, 2026, scored 245 Shopify storefronts on what AI can read.
Read the study
AI Legibility Scores
The per site scores from our live benchmark are an open dataset that anyone may reuse under CC BY 4.0. We specify the five categories behind every score in the AI Legibility Framework v1.0.
Open the datasetRead the framework
The free scan

The free scan sends you real scores and the fixes in order.

Give us your website URL, and we read the structured data and text of five of your key pages and check whether AI crawlers can reach your website. The scorecard arrives by email, usually within minutes.

  • You get real scores in all five categories.
  • We place your website on the maturity ladder, which has four bands from Starting Point at the bottom to Leading at the top.
  • Every finding comes in priority order, with the direction of the fix.
  • There is nothing to install and no call to book.
Visibility Mesh scorecard example
What merchants say

Rated 5.0 on the Shopify App Store.

These are collected and displayed by Shopify, not by us, so you can read them at the source rather than take our word for it.

★★★★★
“I’ve tried a few SEO apps before, but this one actually gives clear actions instead of just showing problems. The approval workflow is really helpful, & I like that I can verify every change after rescanning. Great experience so far.”
THE BLADES KING, Pakistan
August 15, 2026
★★★★★
“What stood out to me was how everything is explained in simple language. I don’t have a technical background, but I was still able to improve my store without touching code. Definitely worth using.”
veloriaespaña, Spain
August 13, 2026
★★★★★
“Finally an SEO app that focuses on actionable improvements instead of just giving scores. The competitor comparison and backlink checks are valuable, and the whole process feels transparent. Highly recommended.”
Get Home Safe Book Store, United States
August 3, 2026

Read all reviews on the Shopify App Store

For agencies

Stop pitching AI strategy with a slide deck.

Scan a prospect 400 pages deep on any platform and hand their developer the fixes in order. If the prospect runs Shopify, send us their product export and theme. We then read up to 10,000 products, and the fixes name the theme file to edit wherever there is one. Report, audit and executive deck on every scan.

Built for agencies
Two ways to start

Run the free scan, or tell us what is not working.

The free Visibility Mesh scan checks whether AI crawlers can reach your website and reads five of its key pages. It shows you in plain English what keeps AI from reading those pages. You can also describe the problem in your own words. A person replies within one business day with what we found and the next step we suggest.

On Shopify? Install the app and fix what the scan finds, from $29 a month.