A benchmark includes: • frequency of brand mentions in AI-generated responses • context (industries, markets, and areas of specialization) • comparison with up to 5 competitors • analysis of selected user search intents
No. Sonada does not collaborate directly with OpenAI or Google. We perform controlled visibility tests and comparative analyses to ensure objectivity and repeatability of results.
Yes. Each analysis is based on defined search intents and identical model conditions. This ensures that quarterly reports reflect real changes in how AI perceives and describes your brand.
