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Case Studies
See how organizations and experts uncover what AI understands, where visibility breaks down, and what needs to change.
Cited & Seen analyzes how AI systems represent, source, and recommend organizations and experts. These case studies show the problems we uncover and the content strategies used to address them.


Cynthia E. Nevels, Nevels Foundation, Inc.
"Our family founded the foundation to provide impactful investment in three key areas.
The work is being done but after Cited and Seen it was evident no one knew about the work or our impact. That creates insufficient means for growth and future contributions.
This analysis was a great decision and the outcomes are useful as we work to implement the recommendations from the action plan presented."

Ann Guiberson, CAE
Executive Director
The Masonry Society
The audit confirmed that TMS is already recognized as a trusted technical resource and validated many of the website improvements we have been making.
It also introduced new ideas, such as content hubs, that will help users and AI search find the right information and the right next step for our resources. The recommendations provided a useful framework for future website improvements.
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