Hörmann – „Leap into Life”. Building Authority for a Charitable Initiative in LLM Responses

We implemented content designed for specific intents and meanings, rather than for keywords. The website was expanded with materials that precisely define concepts such as independence, foster care, and support for transitioning to adulthood. As a result, the site became a knowledge base from which AI models draw definitions and facts, automatically assigning Hörmann the role of the main organizer and expert in this area.

We established ongoing monitoring of how popular models (including ChatGPT) describe the initiative „Leap into Life”. Based on this, we developed guidelines for internal and external communication. This allowed for the unification of the message coming from the company, Ambassadors, and volunteers. Consequently, AI systems stopped receiving conflicting signals and began to recognize a coherent context of the company's collaboration with Ambassadors such as Adam Małysz and Magdalena Różczka.

We ensured semantic consistency across three ecosystems: on the official initiative website, in communications sent to business partners (distributors), and in external media. We made sure that descriptions of the initiative at partner sites replicated the same meanings and contexts as on the homepage. For language models, this serves as proof of the authenticity and high standing of the company's actions, which translates into more frequent mentions of „Leap into Life” in responses to questions about charitable initiatives in Poland.