See all servicesGenerative Engine Optimization
Vlad Sedenko · Web Product DeveloperService / Independent specialist
Get your business cited when buyers ask AI
Your customers increasingly start with a question to ChatGPT, Perplexity or Google's AI Overviews — and those tools recommend a shortlist before the buyer ever sees a normal search result. If your business isn't in that answer, you're invisible at the exact moment of decision. GEO fixes that, and unlike most agencies I don't just tell you what to change — I implement it in the code.
- See how ChatGPT, Perplexity and AI Overviews describe you today
- Structured data and schema that AI systems can parse and trust
- Answer-ready content and clean, crawlable HTML — not a JavaScript wall
- Agent-ready foundations for the shift to AI-driven and agentic search
/ Fit
Who this is for
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Businesses whose buyers research with ChatGPT, Perplexity or AI Overviews
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B2B companies being shortlisted (or skipped) inside AI answers
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Stores seeing AI-driven traffic grow and wanting to be recommended
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Anyone who ranks in classic search but is missing from AI answers
/ Why now
Why this matters now
By 2026 the majority of B2B buyers use generative AI somewhere in their purchase process, and AI-driven traffic to online stores has grown many times over year on year. The businesses that get named inside these answers win the shortlist before competitors are even considered. This is a genuinely new channel — and because it rewards clean structure and trustworthy content, it plays to engineering strengths, not marketing spin.
/ The work
What GEO includes
AI visibility audit
I check how ChatGPT, Perplexity and Google's AI features currently describe (or ignore) your business and where the gaps are.
Structured data & schema
Organization, Product, FAQ, Article and more, implemented correctly so AI systems can understand and cite you.
Answer-ready content
Pages restructured to answer real questions clearly, the format AI systems prefer to quote.
Technical foundations
Clean, server-rendered HTML, fast load, and crawlable structure so AI and search bots read the real content.
Agent-readiness
Sensible machine-readable surfaces (structured data, and where useful an llms.txt) for the shift toward AI agents and agentic commerce. I'll tell you honestly what helps and what's hype — search crawlers largely ignore llms.txt today, but agents and AI tools increasingly use it.
Monitoring
Tracking how your presence in AI answers changes over time.
/ Foundations
Agent-ready web layer
GEO is not a magic file or a prompt trick. The practical layer is the same foundation AI agents, answer engines and search crawlers can actually use:
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server-rendered pages with content visible in the HTML
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Organization, Service, Product, FAQ and Article schema where appropriate
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clear answer blocks that quote well in AI summaries
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internal links between services, solutions, audiences and case studies
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accessible markup and forms that work without brittle JavaScript assumptions
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an
llms.txtmap as a useful machine-readable surface for agents and developer tools, presented honestly rather than as a ranking hack
I treat this as an engineering layer inside GEO and technical SEO: useful even if individual AI platforms change how they crawl tomorrow.
/ Difference
How this differs from an agency
/ Deliverables
What you get
A business that shows up and gets recommended when your buyers ask AI — built on real structured data and clean technical foundations, with clarity on what's working and what's still hype.
/ Process
How it works
AI visibility audit
I measure how AI tools see you today and find the gaps.
Fixed plan & price
The changes that matter most, in order.
Implementation
I build the schema, content structure and technical foundations.
Monitor
We track how your presence in AI answers improves.
10+
years in web development
120+
launched projects
24h
reply, EU-based
Request an AI visibility audit
Tell me your business and market. I'll reply within 24 hours with a first look at how AI tools describe you and where the biggest gaps are — no obligation.
Frequently asked questions
Who is Generative Engine Optimization for?
Generative Engine Optimization is for founders, small businesses and teams that need hands-on work on a website or web product, not just high-level recommendations.
How does the engagement start?
We start with a short description of your goal, current state and constraints. I then suggest the scope, priorities, next steps and a realistic delivery model.
Do you implement recommendations in code?
Yes. I work as a developer, so I can not only prepare a plan but also implement changes in code, site structure, integrations and configuration.
Related / Services
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