Visibility Mesh · Company

The measurement layer for AI search.

Stores do not get recommended by AI because they are the best. They get recommended because they are the most legible. We measure that, precisely, and tell you exactly what to fix, in what order.

Why it matters now
~73%
of businesses are effectively invisible in AI search today.
+393%
year-on-year growth in AI-driven retail traffic, Q1 2026.
~50M
shopping queries ChatGPT handles every day.
What we measure

The five questions an AI works through before it recommends a store.

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 honest, 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?
A recognised, consistent entity it can cite with confidence.
How we work

Measure. Diagnose. Prioritise. Prove.

01
Measure
We read your store the way an AI crawler does and score its legibility across the five categories.
02
Diagnose
Every gap, in plain English, with severity, so a developer and a CMO read the same finding.
03
Prioritise
An ordered roadmap. What to fix first, what it touches, why it matters.
04
Prove
Re-measure after the work. The before and after is the deliverable, not a promise.
Method, in public

We measure our own store every month. Dents included.

A score you cannot see is marketing. A score you can check is evidence. We run our own engine on this site and publish the result, because we will not ask you to do anything we do not do in the open. See our current score.

Who's behind it

Most stores have three groups that do not speak the same language. Marketing owns the story. IT builds the site. And the machines, meaning the AI engines that now decide who gets recommended, read neither one cleanly. The story never reaches a form a machine can understand. That gap is what Visibility Mesh closes. It connects your marketing story into a clean, machine readable mesh of structured data, so AI can read you, trust you, and quote you.

Founder Margareta Petrovic has spent her career on exactly that seam. She understands business issues and how to get them resolved by technical people while supporting the business objective. Her background is in cybersecurity and AI, built across various roles at Accenture, Wipro, and Tata Consultancy Services, architecting and implementing at large scale and running countless assessments and fixes. She is CISA and CISSP certified, CEO of Amaretta LLC, Chief AI Officer at DigitalXForce, and a member of the Forbes Business Council, where she leads the SEO group.

She also knows a report means nothing without the fix deployed. So Visibility Mesh never hands you a score and walks away. It shows you exactly what to fix, in what order, with the developer steps and the verification to ship it.

And it is field tested. Amaretta runs Luna Fashion House, a successful US ecommerce brand, so every method here is practical and cost efficient, proven on a store we actually run, not theory. We measure our own store with our own engine and publish our own score, in the open.

VM
Operated by Amaretta LLC, 4590 MacArthur Blvd, Newport Beach, CA 92660, United States.
Visibility Mesh on LinkedIn · Margareta Petrovic
Start here

See how legible your store is.

A free scan reads your store the way an AI crawler does and shows you, in plain English, where it leaks. No install, no call.

Run your free scan