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These insights support the structural work described on the oktraffic.online homepage →


B2B Search Visibility in the Age of AI: What Has Changed and What to Do
Google search has structurally changed. For B2B companies, this means one thing: the rules for appearing in front of the right buyer have shifted. It is no longer about ranking pages. It is about whether AI systems can correctly interpret your business and include it in their answers.
Oksana Gulyk
May 305 min read


Why AI doesn't mention your company
A pattern that comes up more often than expected: the company has a website, has product content, has customers, has a defined market. And yet when someone asks ChatGPT, Gemini or Perplexity about that exact market, the company is not in the answer.
The instinct is to assume that something is missing. More content. Better keywords. A new SEO push. In most cases this is not where the problem sits. The cause is usually structural. It reflects how AI systems are currently class
Oksana Gulyk
May 165 min read


Why Competitors Appear in AI Responses But Your B2B Company Does not
AI systems that generate answers, do not retrieve web pages at query time and rank them by relevance. They work from a representation of the world built during training and, where retrieval is layered on top, from a candidate set that has already been filtered before the answer is generated. The question is not whether the company's website contains good content. The question is whether the company made it into the candidate set for this category in the first place.
Oksana Gulyk
Apr 136 min read


Why Your Website Needs To Be Visible for Humans, Search Engines and AI Agents
Digital visibility is no longer a single channel. It is a complete system.
Your website must work for humans, for search engines and for AI agents at the same time.
Businesses that adapt now will secure a long-term advantage in 2025–2026.
Those that ignore AI Visibility risk losing traffic not to algorithms, but to competitors who have already learned to communicate clearly with machines.
Oksana Gulyk
Dec 9, 20254 min read
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