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About Mavzena

Mavzena shows a brand what AI assistants say about it, and what to change so it gets recommended.

What we do

We ask ChatGPT, Gemini, Claude and DeepSeek the questions a brand's customers ask (prompts), and record every answer. From those answers we measure whether the brand is mentioned, in what position and tone, which competitors appear instead and which sources the assistants cite.

Then we turn the gaps into concrete steps: content to write, sources to reach and pages that AI crawlers cannot read.

Why it matters

People increasingly ask an AI assistant which product or service to choose, not only a search engine. The answer usually names a few brands and leaves the rest out. Most brands do not know whether they are in that answer, or what it says about them.

Search tools were built for a list of links. An AI answer needs its own measurement: which prompts, which assistants, how often the brand appears and why.

How we measure

Every number comes from a recorded measurement run: which prompts were asked, to which assistants, how many times and how each answer was read. Estimates are labelled as estimates, and anything we did not measure is shown as not measured, never as zero.

Read the methodology

Who we are

Mavzena is built by a small team in Kocaeli, Türkiye. We build it first for businesses in Türkiye, in Turkish and English: it shows how AI describes a restaurant, a dental clinic or an online shop in words you can read without knowing the jargon.

Contact

Questions about the product, partnerships or press: write to us.

[email protected]