Wikipedia and Sentiment Management for a Multibillion-Dollar Company
A multibillion-dollar company faced activist-driven negative Wikipedia coverage and 60% negative sentiment threatening brand trust.
Read Case StudyA factual update for a nonprofit pediatric health network that had outgrown its own article, including a successful defense against a proposal to merge away its sub-pages.
A nonprofit pediatric hospital and health network had grown — new locations, new service lines, an updated mission statement, current leadership — faster than its Wikipedia article could keep pace. The article described an earlier, smaller organization, with several facts unsourced or attributed to outdated or missing citations. This was a factual-accuracy problem with real stakes, since families researching a children's health system, donors evaluating a nonprofit, and AI assistants summarizing "what's this organization" were all drawing on the same outdated article. The organization needed the record brought current and properly sourced, and needed the same accuracy to carry through to the Knowledge Panel and to what AI assistants said when describing it.
A factual update for a nonprofit pediatric health network that had outgrown its own article, including a successful defense against a proposal to merge away its sub-pages.
Brought locations, service lines, mission statement and current leadership up to date, replacing facts that were unsourced or hanging off citations that had gone dead.
Argued the notability case for the network's sub-pages when a merge into the main article was proposed, keeping the separate records intact rather than collapsed into a single entry.
Filed corrections against the panel fields the older, smaller version of the organization had populated, alongside the linked Wikidata items.
Tested the assistants on the questions families and donors actually ask about a children's health system, tracking which still described the earlier organization.
Engagement milestones are listed below.
Audit closed. Dead citations and unsourced growth claims mapped across the article and its sub-pages.
Updated sections submitted; the merge proposal was answered on its notability merits.
Facts current across the article and sub-pages, merge defeated. Panel began updating about thirty days after the edits.
Assistant answers began correcting around sixty days; monitoring continues as the network keeps opening locations.
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