Answer Engine Optimization Consultant · AI Answers

AI answer engineoptimization.

I am an answer engine optimization consultant for B2B SaaS. I help you become the cited answer across AI answer engines — AI Overviews, ChatGPT, Perplexity, featured snippets and voice — advisory-led, from diagnosis to build.

Book an AEO diagnostic → See what I do

One accountable expert. Diagnose → strategy → build.

Answer Engine CoverageLive
Google AI OverviewsCited the answer
ChatGPTCited sources
PerplexityCited references
Snippets & voiceSurfaced spoken
Experience across
Netpeak GroupAcademyOceanDataImpulseGoogle for StartupsSaaSFintech
01 / The shift

Search is becoming a single answer, not a list.

Across AI Overviews, ChatGPT, Perplexity, featured snippets and voice, your buyers increasingly get one synthesized answer with a few named sources. If you are not in that set, ranking on page one no longer means being seen. Most optimization help has not caught up.

01

Ranked, not the answer

You hold solid positions, yet the AI answer engine resolves the question with a competitor cited as the source.

02

Answers without clicks

AI Overviews, snippets and voice settle the query in place. Optimizing only for a click ignores where the decision now happens.

03

Models cannot place you

If your entity, claims and proof are ambiguous, answer engines reach for clearer sources and you are left out of the synthesis.

The point of view

Earn the answer slot across every engine, advisory-first.

Being the cited answer is the compound result of a clear entity, structured data, answer-shaped content and real source authority — tuned for how each engine retrieves and synthesizes. I lead with diagnosis and strategy before any build, and I run the work with AI from day one, so a lean team ships answer-engine visibility instead of busywork. This page is the advisory engagement; if you want it fully done for you, see the AEO services version.

02 / What I do

Answer engine optimization, advisory-led.

Concrete advisory and build work that moves your odds of being the cited answer, not a vague retainer with an AI sticker on it.

Diagnose● Scoped

Answer-engine diagnostic

Where you are cited and where you are missing across AI Overviews, ChatGPT, Perplexity, snippets and voice today, versus competitors, on real buyer questions.

Strategy● Mapped

AEO strategy & roadmap

The advisory core: which questions to own, which engines matter for your buyers, and the prioritized roadmap to win the answer slot.

Entity● Built

Entity & structured data

Make your company and claims unambiguous to machines: entity modeling, schema markup and consistency, so engines can place and trust you.

Content● Built

Answer-shaped content

Pages and passages engines can lift and cite, mapped to the questions your buyers actually ask AI, snippets and voice assistants.

Authority● Built

Citation & source authority

The third-party mentions and listings answer engines trust, so you are in the set they synthesize from.

Monitoring● Live

Answer-engine monitoring

Ongoing tracking of citations and share of answer across engines, tied to pipeline, not vanity metrics.

03 / Process

How an advisory engagement runs.

1

Diagnose

Measure where you stand as the answer across engines and buyer questions, and find the entity, content and authority gaps.

2

Set the strategy

Decide which questions and engines to win, and sequence the highest-leverage work into a clear roadmap before building.

3

Build the foundation

Entity clarity, structured data and answer-shaped content first, the fastest-moving layers, then citation authority that compounds.

4

Monitor & compound

Track citations and share of answer, double down on what gets cited, and adapt as engines re-rank and re-synthesize sources.

The next decade of search is being the answer, not the tenth link. I help B2B SaaS earn it.
// Andrii Byzov — AI-native fractional CMO & answer engine optimization consultant
4×REVENUE GROWTH YoY (operator track record)
5×LOWER CAC DELIVERED
15+ yrsFINTECH & SAAS, AI-NATIVE
Andrii Byzov, answer engine optimization consultant for B2B SaaS Andrii Byzov  /  AEO consultant
Who you work with

An operator, not an AEO reseller.

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).

As an answer engine optimization consultant I lead with diagnosis and strategy, not a templated retainer. I bring 15+ years of demand work and an AI-native bias to one accountable engagement. I write about it regularly on my blog.

AI-nativeSINCE THE GPT ERA
0→14TEAM BUILT & LED
SoloONE ACCOUNTABLE EXPERT
04 / Fit

Is an AEO consultant right for you?

A strong fit if

  • +You are a B2B SaaS or technology company whose buyers research in AI answer engines.
  • +You rank fine but are absent from the synthesized answer.
  • +You want strategy first, then a build — not a templated retainer.
  • +You want one accountable expert, not an agency layer cake.

Not a fit if

  • −You want a guaranteed citation in ChatGPT — no honest consultant promises that.
  • −You want it fully done for you with no advisory — the AEO services version fits better.
  • −You have no website authority or content to build on yet.
  • −Your buyers never touch AI answers, snippets or voice.
05 / FAQ

AI answer engine optimization, answered honestly.

What is AI answer engine optimization? +
AI answer engine optimization is the practice of getting your company cited as the answer across AI answer engines — Google AI Overviews, ChatGPT, Perplexity, featured snippets and voice assistants — rather than only ranking blue links. It combines entity clarity, structured data, answer-shaped content and citation authority, tuned for how each engine retrieves and synthesizes.
What does an answer engine optimization consultant do? +
An answer engine optimization consultant diagnoses how AI answer engines see you, sets the strategy for which questions and engines to win, then guides or builds the entity, content and authority work to earn the answer slot. The emphasis is advisory: strategy and accountability before execution.
How is this different from your AEO services page? +
This is the consultant and advisory engagement — diagnose, strategy, then build, with one accountable expert. If you want it fully done for you as a packaged service, see the AEO services version. Same craft, different shape of engagement.
Is AEO the same as GEO or AI SEO? +
They overlap heavily. AEO focuses on being the cited answer across answer engines; GEO consulting frames it around generative engines, and AI search optimization is the broader umbrella. I work across all of it.
Can you guarantee citations in AI answers? +
No. No one controls those systems, so no one can honestly guarantee placement. The work improves your odds of being retrieved and cited as the answer, then measures presence across engines over time.
How soon will I see results? +
Entity and schema fixes can shift presence in weeks. Durable citation authority is a quarter-plus effort that compounds as engines re-crawl, re-rank and re-synthesize sources.
Start here

See where you stand as the answer.

A focused answer-engine diagnostic shows where AI answer engines cite you, where they cite competitors, and the highest-leverage fixes to win the answer slot.

Book an AEO diagnostic →

Operator-led · AI-native · B2B SaaS