If the AI cannot see your website, neither will your clients: An analysis of the Top 1000 Hungarian companies

Introduction

In this comprehensive study, we evaluated the visibility of the 1000 highest-revenue enterprises in Hungary across the most widely used artificial intelligence language models, specifically ChatGPT, Gemini, and DeepSeek. The primary objective was to observe the outcomes when an average user queries these platforms for information regarding major domestic corporations.

Research Methodology

The hrenko.ai team compiled a dataset comprising the 50 highest-revenue enterprises from Budapest and each of the 19 Hungarian counties. This dataset was processed utilizing the N8N automation system according to the following methodology:

• The corporate websites were individually crawled and data was extracted utilizing the JINA.ai web scraper.

• The three large language model systems were queried regarding each company using standard, user-typical prompts. The models were additionally requested to indicate how highly they would recommend the given enterprise on a scale of 0 to 5.

• An evaluator component, designated as the "judge," compared the responses generated by the language models against the verified data extracted by JINA.ai, subsequently scoring the accuracy of the results on a scale of 1 to 10.