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30 · Mobility and infrastructure · Listening and Intelligence
We carry out a thorough analysis through Social Listening to understand the opinions and perceptions of Saba customers in different markets, both nationally and internationally. This analysis allowed to create effective strategies to mitigate negative perceptions and improve the image of the brand.

Published Project · September 2024
Our history with the client
We carry out a thorough analysis through Social Listening to understand the opinions and perceptions of Saba customers in different markets, both nationally and internationally. This analysis allowed to create effective strategies to mitigate negative perceptions and improve the image of the brand.
Karmina transformed mentions, perceptions and differences between markets into a structured reading of reputation, risks and opportunities for action.
Listening well requires preserving the source, context, and uncertainty. An alert is not a conclusion and a mention does not represent an entire market.
The project, on stage
Visual materials published in the original case of Karmina.


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Source and range
The photographs, context text and metrics come from the public case of the agency. Karmina AI Studio adds the current reading of agents, services, knowledge and human supervision.
Published: September 2024 · Latest source update: January 2026.
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