I run answer engine optimization services for B2B SaaS — so when a buyer asks a question, AI Overviews, ChatGPT, Perplexity and voice return you as the answer.
For the question-and-answer web — AI-native, operator-led.
Search is collapsing from ten blue links into a single synthesized answer — in AI Overviews, ChatGPT, Perplexity and voice. The brand that is that answer wins the consideration; everyone else is invisible.
Answer engines return a single response. There is no page two and often no click — you are either the answer or you are nowhere.
Long, unstructured pages do not get lifted into answers. Engines reward clear, direct, question-mapped responses with the right structure.
If a rival is the snippet and the AI answer for your category questions, they frame the buyer's decision before you enter the room.
AEO is the discipline of owning the questions your buyers ask: mapping real queries, shaping content into clear answers, marking it up so machines can lift it, and earning the authority that makes engines trust you. Do that and you are the default answer — in Google's AI Overviews, in ChatGPT, in a voice reply. I build that as a system and run it with AI from day one.
The work that turns your buyers' questions into answers you own.
The real questions your buyers ask AI and search, by funnel stage — the demand you should own as answers.
Direct, structured responses engines can lift verbatim — definitions, comparisons and how-tos written to be the answer, not buried in prose.
FAQPage, HowTo and entity schema so machines parse, trust and surface your answers across engines.
Win featured snippets and People-Also-Ask slots — the same structures AI Overviews and chat assistants pull from.
The source signals and citations answer engines rely on, so your answer is the one they trust and repeat.
Track which questions you own across AI Overviews, ChatGPT, Perplexity and snippets — and what to fix next.
Find the buyer questions worth owning and audit who answers them today across engines, snippets and AI answers.
Rewrite and structure content into direct, liftable answers with the schema engines need to parse them.
Win snippets and PAA slots and build the authority signals that make engines repeat your answer.
Track owned questions, defend them, and expand into the next set as engines re-rank answers.
If you are not the answer, you are not in the consideration set.
Andrii Byzov / AEO & AI answers
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).
AEO sits inside a broader AI-search practice — see my generative engine optimization work for the full picture. I build answer ownership as a system and run it hands-on, and write about it on my blog.
An AEO audit shows which buyer questions you own today, which competitors hold, and the fastest path to becoming the answer.
Book an AEO audit →Operator-led · AI-native · B2B SaaS