Connected, disruptive technologies permeate all aspects of our daily lives and pose challenges to the real foundation of human rights, such as the right to privacy or the freedom of speech. One could say that human values such as trust, accountability, and dignity are mutually influenced by the social acceptance of technologies. We support our clients to conceive a novel way of aligning the thus-far divergent concepts of sustainability, ethics impact, and technological innovation. By combining these three concepts, we respond to the need of a socially responsible innovation ecosystem by developing a tailored methodology for assessing users’/citizens’ social acceptance of technologies, a fundamental driver for technology market adoption. Our social acceptance framework includes six fundamental dimensions over which social acceptability (i.e. perception, motivation, trust, awareness, capacity enabling, and accountability) is measured and assessed through a two-step approach based on an online Sentiment Analysis (SA) – to create structured and actionable knowledge from the web – and the engagement of our client’s stakeholders (e.g. relevant target groups, associations of citizens, domain operators, decision makers, etc.) for the technology co-creation and communication regarding its social acceptance.