AI search visibility cannot be measured the same way as traditional SEO. There are no positions to track, only answers to monitor.
That is why we run a recurring benchmark across ChatGPT, Gemini, Perplexity and Claude, recording what AI models say about MaxDesign, Miroslav Radosavljević and the categories we compete in. Results are updated manually and published transparently.
Traditional rank trackers measure where a page appears in a search result. AI search engines often return a single answer or a short list of sources.
To understand visibility, you need to know whether the brand is mentioned, whether the answer is accurate, and whether the site is cited as a source.
A benchmark turns that subjective experience into a repeatable, comparable process.
Public validation is in progress. The first manual baseline is being compiled and will be published here once the dataset is ready for public use.
We do not cherry-pick favourable results. The benchmark will show where MaxDesign is cited, where it is missing and what we change as a result.
AI answers are non-deterministic. The same prompt can produce different results on different days.
We run prompts manually to keep the process transparent and reproducible, but this limits frequency compared to automated scraping.
No benchmark can guarantee future visibility. It can only expose gaps and guide action.
Gradimo system-level strukturu, ne izolovane tekstove bez komercijalnog toka.
Implementacija i sadržaj rade zajedno da bi signal, UX i performanse bili usklađeni.
Bez lažnih brojki i bez izmišljenih klijenata. Jasno prikazujemo šta isporučujemo.
It is a manual, repeatable process that records whether AI search engines mention or cite a brand for a defined set of prompts.
We test ChatGPT, Gemini, Perplexity and Claude.
We use branded, unbranded service, comparison and Europe-facing prompts. The full baseline list is published on this page.
We run the benchmark monthly, with ad-hoc runs after major content or schema changes.
A mention is when the brand, product or person appears in the generated answer, either as the main subject or as a cited source.
We record only explicit mentions and verify citations; ambiguous references are noted separately.
Yes. The methodology described on this page can be replicated with any set of relevant prompts.
We turn the gap into a content, schema or authority task inside the SEO OS.
Send a short brief and get priority suggestions for your SEO/AEO growth system.
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