AI Visibility · Brand Share of Voice

Measure yourbrand in AI.

I run AI visibility for B2B SaaS — measuring your presence and share of voice across ChatGPT, Perplexity, Gemini and AI Overviews, then growing it.

Book a visibility audit →See what I do

You cannot grow what you do not measure.

Visibility IndexLive
PresenceMeasured mentions
Share of voiceTracked vs rivals
SentimentTracked how described
TrendMonitored over time
Experience across
Netpeak GroupAcademyOceanDataImpulseGoogle for StartupsSaaSFintech
01 / The shift

You measure Google rankings. Who measures AI?

Brand discovery is shifting into AI answers, but most teams have zero measurement of how they show up there. Without a baseline, you cannot tell if you are gaining or losing the AI conversation.

01

No baseline

You do not know how often AI engines mention you, how they describe you, or where you stand versus competitors.

02

No share of voice

Visibility is relative. If rivals are mentioned twice as often in AI answers, they own the category narrative.

03

No way to prove progress

Without tracking, AI-search work is a leap of faith - you cannot show the board it is moving the needle.

The point of view

AI visibility is a metric before it is a tactic.

You cannot grow what you do not measure. I baseline your presence, sentiment and share of voice across AI engines, then close the gaps with entity, content and authority work - the engine behind AI search optimization. Measurement first, growth second.

02 / What I do

AI visibility, measured and grown.

See exactly where you stand in AI - then move it.

Baseline● Scoped

Visibility baseline

How often, where and how AI engines mention you today across real buyer prompts.

Share of Voice● Built

Competitive share of voice

Your AI presence versus named competitors, so you see who owns the category.

Sentiment● Built

Sentiment & accuracy

How AI describes you - accurate, positive, outdated or wrong - and where to fix it.

Growth● Built

Visibility growth plan

The entity, content and authority work to close the biggest gaps first.

Reporting● Live

Visibility dashboard

A clear, recurring view of presence and share of voice the board can read.

Alerts● Live

Drift monitoring

Catch when AI starts describing you wrong or a competitor surges.

03 / Process

How an AI visibility engagement runs.

1

Baseline

Measure presence, sentiment and share of voice across AI engines on real buyer prompts.

2

Find the gaps

Pinpoint where you are absent, wrong or out-shared by competitors.

3

Close them

Run the entity, content and authority work that grows presence where it matters.

4

Report & repeat

Track the trend, prove progress, and keep closing the next gap.

What gets measured in AI is what gets won.
// Andrii Byzov — AI-native fractional CMO
4×REVENUE GROWTH YoY (operator track record)
5×LOWER CAC DELIVERED
15+ yrsFINTECH & SAAS, AI-NATIVE
Andrii Byzov, AI-native fractional CMO and AI visibility specialistAndrii Byzov  /  AI visibility
Who runs it

An operator who measures, then moves it.

I am Andrii Byzov — an AI-native marketing operator who has led growth across B2B SaaS and fintech, including CMO roles at DataImpulse and AcademyOcean (Netpeak Group).

AI visibility is the measurement layer of my AI search optimization work. I baseline it, then grow it hands-on, and write about it on my blog.

AI-nativeSINCE THE GPT ERA
0→14TEAM BUILT & LED
SoloOPERATOR-LED, NOT AN AGENCY
04 / Fit

Is AI visibility work right for you?

A strong fit if

  • +You are a B2B SaaS or technology company whose buyers research with AI.
  • +You have no measurement of how you show up in AI answers.
  • +You want to prove and grow AI presence, not guess at it.
  • +You care about share of voice versus competitors in AI.

Not a fit if

  • −You expect a single number to fix everything overnight.
  • −You have no site authority or content to build on yet.
  • −You want vanity metrics, not presence tied to pipeline.
  • −Your buyers never use AI to research.
05 / FAQ

AI visibility, answered honestly.

What is AI visibility? +
AI visibility is how present, accurate and well-positioned your brand is across AI engines - ChatGPT, Perplexity, Gemini and Google AI Overviews. It is measured by mentions, citations, share of voice and sentiment across buyer prompts.
How do you measure AI visibility? +
By running a consistent set of buyer-intent prompts across each engine and tracking how often you are mentioned and cited, how you are described, and your share of voice versus competitors over time.
How do you grow AI visibility? +
By closing the gaps the baseline reveals - clearer entity and structured data, retrieval-ready content, and stronger source authority. This is the AI search optimization work behind the metric.
Can you guarantee a visibility score? +
No one can guarantee placement in AI systems they do not control. The work reliably improves your odds and measures the trend, so you can see real progress over time.
How is this different from GEO or AEO? +
GEO and AEO are the growth tactics. AI visibility is the measurement and share-of-voice layer that tells you whether they are working.
Start here

See your real AI visibility.

A visibility audit baselines your presence and share of voice across AI engines - and shows the fastest gaps to close.

Book a visibility audit →

Operator-led · AI-native · B2B SaaS