AI Visibility Infrastructure

We make your website the one AI recommends.

We build the evidence AI systems need to find, understand and trust your business, and we measure what changes. The scan works on any website, and on WordPress and Shopify we can make the fixes for you.

The free scan needs no card and no login. We read your public pages only, we never change anything without your approval, and your results go to the email address you enter.

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Visibility Report Real scan
  • visibilitymesh.com
  • September 25, 2026
  • Tier T1
  • Methodology aivs-1.0
77.0/ 100

AI Visibility Score

Established

Above the top 10% line of the live benchmark

Category scores

  1. Technical Foundations15.5 / 20
  2. Schema Structured Data16.9 / 20
  3. Semantic Architecture18.9 / 25
  4. AI Readability AEO18.5 / 25
  5. Authority Operational Discipline7.2 / 10

Evidence found

The robots.txt, llms.txt and agents.md files are all present, and 6 sitemaps list the pages.

Strongest category

Schema Structured Data scored 16.9 of 20, so machines can read who we are and what we offer.

A real report from our own website, scanned on September 25, 2026 with the same engine and methodology version as the live benchmark.

The problem

An AI assistant can compare your competitors and leave your business out without telling you.

A buyer asks a question, and an AI assistant or a search engine pulls a short set of candidates, compares the evidence on each one and writes a single answer.

If your pages are hard to reach, vague about what you sell or poorly linked to each other, your business can drop out before anyone clicks.

AI assistants do not send a polite note to the companies they leave off a shortlist, so most of those companies never learn there was one.

  1. 01

    A buyer asks

    Someone asks an assistant which product, service or supplier fits a need.

  2. 02

    Candidates are chosen

    The assistant gathers the businesses it can find and read.

  3. 03

    Evidence is compared

    It weighs what each website states, links to and can back up.

  4. 04

    One answer is formed

    The reply names a few businesses and explains the choice.

  5. 05

    Some never enter

    A business with thin or hidden evidence is left out, and nobody tells it.

No one controls what an AI assistant answers, and that includes us. We improve the evidence it has to work with, and we measure the result.

How it works

Scan it, fix it, then measure the result.

  1. 01

    Scan

    We find the structural and evidence gaps.

    We check whether AI crawlers can reach your website and read the structured data and text of your pages.

  2. 02

    Fix

    We prioritize the remediation and implement it.

    You get the fixes in order, and you see each change before it goes live.

  3. 03

    Measure

    We rescan with the same methodology and track the change.

    We record your baseline in your own GA4 and Search Console, and afterward we scan again at the same depth.

Ways to work with us

You can make the fixes yourself, give your team an ordered plan, or ask us to do the work.

  1. 01

    Measure

    Measure it

    Understand where your visibility breaks.

    It suits owners who want to see the problem and fix it themselves.

    The free scan reads 5 pages of any website, and the Shopify app checks a Shopify store from inside its admin.

    Get scan and fixes
  2. 02

    Map

    Map it

    Understand exactly what should change.

    It suits teams that want to be told exactly what to fix and in what order.

    The Full Assessment and Roadmap reads 400 pages of any website and returns every finding in plain English, in the order we would fix it.

    Get the assessment
  3. 03

    Implement

    Fix it for me

    We research, restructure, implement and measure.

    It suits owners who want to hand the problem to someone else.

    It covers Shopify and WordPress sites with English content, priced by quote. You see each change before it goes live.

    Let us do it all for you

    You pay one quoted price, with no retainer.

The Visibility Mesh app reads your Shopify store from inside the admin.

The app gives a Shopify store an AI Visibility Score from 0 to 100. It reads the structured data your store publishes today, the way an AI assistant would find it, then gives you a checklist and JSON-LD that you can paste into your store.

  • Your score and your rankThe app places your store in 1 of 4 bands: Starting Point, Developing, Established or Leading.
  • Your structured dataEach gap comes with a guided checklist and JSON-LD that is ready to paste.
  • Your content and linksInternal link suggestions connect your products, collections, pages and blog posts.
  • Your proofEvery scan on every plan produces a PDF report you can forward to your team.
Install on Shopify See everything the app does

The Five Gates

Before a machine can recommend a business, it has to find, read, follow, quote and trust it.

A machine meets every website through 5 gates, and one weak gate can keep a strong business out of the answer. The Five Gates are how Visibility Mesh explains what machines need, in the order a machine meets your website.

  1. 01

    Find

    Can machines reliably discover the right pages?

  2. 02

    Read

    Can they understand what the business, its products and its services are?

  3. 03

    Follow

    Can they follow the relationships across the site?

  4. 04

    Quote

    Is there specific, attributable information an answer can use?

  5. 05

    Trust

    Can the important claims be corroborated?

See your 5 scores Read how we measure each gate

Research

The live benchmark

Every figure below comes from our own engine and carries its population and its date. Total sites analyzed and the current benchmark population are two different numbers, and we keep them apart.

Total sites analyzed

900+
websites scored with our own engine to date, across every version of the methodology.

Current benchmark population

759
of them sit in the live benchmark: ecommerce and not, all on the current methodology. 433 are online stores, 377 of those on Shopify.

Median AI Visibility Score

43.8
median score in that benchmark. 67% score below 50, and not one has reached the Leading band.

Our own figures, measured on October 4, 2026 and stated with the population they came from.

See where my site stands Read the research and the method

Case study

11x

Organic visits to Luna Fashion House grew 11 times from May to August 2026.

Luna Fashion House is a company where our founder is President for the USA.

How Luna Fashion House rebuilt the evidence behind its store.

  1. Before

    The store had a fragmented structure, with pages that stood apart from each other.

  2. Visibility Mesh work

    We researched buyer questions, rebuilt the architecture and the relationships between pages, cleaned up the entity and evidence signals, added internal links, fixed technical issues and measured each step.

  3. After

    The store now has a connected architecture and greater organic visibility.

Run my scan Read the case study See a full sample report

Capability

Built for serious websites.

Large catalogs, deep content libraries and sites with many sections need more than a checklist. Our team covers every layer of the work, from the first crawl to the rescan.

What changes when Visibility Mesh works on a website

Before

  • AI systems cannot establish who the company is.
  • Pages stand alone, with few links between them.
  • The business is described one way here and another way there.
  • The content is generic.
  • Most buyer questions go unanswered.
  • Few outside sources confirm what the site claims.

Visibility Mesh

  1. 01Find
  2. 02Read
  3. 03Follow
  4. 04Quote
  5. 05Trust

After

  • The company reads as one clear entity.
  • The architecture connects every important page.
  • The content answers the questions buyers ask.
  • The evidence is machine readable.
  • Outside sources corroborate the claims.
  • Visibility is measured against a baseline.

What our team does

  1. 01

    Research

    We study the questions your buyers ask and the pages that answer them today.

    Quote, Trust
  2. 02

    Technical diagnosis

    We test crawler access, rendering, indexability and sitemaps page by page.

    Find
  3. 03

    Information architecture

    We plan how sections, hubs and pages connect, so a crawler can map the business.

    Follow
  4. 04

    Schema and entity engineering

    We write structured data that matches the visible page and names the business the same way everywhere.

    Read, Trust
  5. 05

    Buyer intent research

    We find the commercial questions your site does not answer yet.

    Quote
  6. 06

    Content restructuring

    We rework pages into specific, attributable passages that an answer can use.

    Read, Quote
  7. 07

    Internal linking

    We connect products, services, guides and proof pages with links that explain the relationship.

    Follow
  8. 08

    Authority and citation strategy

    We plan the listings, reviews, partners and research that confirm your claims from the outside.

    Trust
  9. 09

    Implementation

    We make the approved changes ourselves on Shopify and WordPress.

    All five gates
  10. 10

    Measurement

    We rescan at the same depth with the same methodology version and compare the result with your own GA4 baseline.

    All five gates

The 2 week sprint

A Shopify or WordPress site of about 500 pages can be researched, diagnosed and redesigned in a 2 week sprint, by quote.

Scans work on any website. Hands on fixes cover Shopify and WordPress sites with English content, and the quote sets the exact scope before any work starts.

Who decides what changes on managed work

  1. 01Our software diagnoses the site.
  2. 02Our experts validate every finding.
  3. 03You approve each change.
  4. 04We implement what you approved.
  5. 05We measure what changed.
Discuss my site See the managed service

What merchants say

Rated 5 stars on the Shopify App Store

  • The competitor comparison is really useful for understanding where the store stands.

    Shopify App Store review

  • This one really stands out because it provides clear, actionable steps.

    Shopify App Store review

  • Really clean interface and practical recommendations.

    Shopify App Store review
Install the Shopify app Read the reviews on the Shopify App Store (opens in a new tab)

Who is behind it

Built by people who understand complex systems.

Margareta Petrovic, founder and creator of Visibility Mesh

Margareta Petrovic

She founded and created Visibility Mesh, and she is also Chief AI Officer at DigitalXForce.

Margareta Petrovic has spent 20 years in IT, including work at Accenture, Wipro and TCS, making complex systems explain themselves to auditors, boards and regulators. She leads the Visibility Mesh team that does the hands on work.

  • CISSP
  • CISA
  • ITIL
  • Mensa
  • Marquis Who's Who honoree
  • Contributor to the World Economic Forum Cybersecurity Working Group
  • Member Leader of the Forbes Business Council SEO group

Our team reads every request and replies within 1 business day. I stand behind the quality of every project.

Margareta Petrovic, Founder
Read Margareta's full background Margareta's Forbes Business Council article, September 23, 2026 (opens in a new tab) Margareta on LinkedIn (opens in a new tab) Follow Visibility Mesh on LinkedIn (opens in a new tab)

Trust and limits

What we promise, and what we will not pretend to.

What you can count on

  • We read your public pages only, and we never change your site without your approval.
  • Every report states the scan date and the depth we scanned, so a later scan can be compared fairly.
  • We rescan at the same depth with the same methodology version, because changing the ruler between two measurements proves nothing.
  • On managed work, we report what we observed after each change, measured against the baseline in your own GA4.

What we do not do

  • We do not promise rankings, citations, recommendations, traffic or sales, since no one controls what an AI assistant answers.
  • We do not stuff keywords, mass produce AI content or spam schema.
  • We do not sell backlink packages.
  • We will never claim to put you first in any AI assistant.

Visibility Mesh improves the structure and the evidence that machines and people use to understand a business.

Method

What we ask of your site, and how the work runs.

The five questions we score

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

How Visibility Mesh works

  1. 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.
  2. 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.
  3. 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.
  4. 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.

Start with the evidence

Find where your website disappears.

The free scan reads 5 pages of your website and shows you where AI assistants and search engines lose it.

The free scan does not ask for a card. By submitting you agree to our Privacy Policy.