Semantic analysis: Power-to-X (P2X) is still expert knowledge in Switzerland, but is gaining importance
- Editorial Team

- Feb 23
- 3 min read
For the Swiss Power-to-X Collaborative Innovation Network (SPIN), we recently conducted an AI-supported analysis of the public perception of Power-to-X (P2X) and opinion formation in Switzerland. Power-to-X is a concept in which (renewable) energy is converted into molecular, chemical energy carriers or "products" (short "X").
The study shows that Power-to-X has so far been primarily a topic for experts, but is increasingly being linked to socially relevant aspects such as security of supply, climate protection and mobility.

The analysis, which was presented as part of a regular SPIN webinar, is based on an AI-supported evaluation of Swiss media sources and public discussions on the Internet and sheds light on the thematic embedding of Power-to-X in the public discourse.
P2X (Power-to-X) Semantic Analysis: The Key Results
It shows, among other things, that the debate about Power-to-X in Switzerland is currently being led primarily by experts and political actors. There is hardly any broad social discourse, so the technology has been present primarily in expert circles. Power-to-X is particularly frequently discussed in connection with the production of green hydrogen, the expansion of infrastructure, and the energy transition. The focus is on questions of seasonal energy supply and geopolitical dependence or independence.
Politically, the topic is clearly defined: the discussion is being driven forward by parties such as GLP, SVP, Mitte, and FDP, representing different perspectives on the technology and its implementation. Despite its high strategic relevance, however, Power-to-X remains little known among the general public. Search queries show that terms such as "e-fuels" and "hydrogen" are of general interest, while more specific concepts such as sector coupling or methanol receive little attention. This shows that there is still a considerable need for communication to bring the topic out of the expert niche and into the social debate.
P2X - SPIN as a bridge builder for society
The semantic analysis also shows that SPIN can play a central role in communicating Power-to-X (P2x). As a network, SPIN not only bundles specialist knowledge, but also provides orientation for politics, business and society.
“ In order for Power-to-X to have its full effect, the technology must be taken from the expert circle to the wider society ,” says co-managing director Peter Metzinger. “ The evAI analysis shows that strategic communication must be simplified and specifically focused on the most visible and relevant aspects .”



