What is a Wikipedia content gap analysis?

A content gap analysis is the foundational diagnostic we run at the start of most Wikipedia engagements. It compares the current state of the article against an ideal version for a company or executive at the client’s stage and scale: a strong lead paragraph, complete history section, accurate leadership and governance, current financials and operations, balanced coverage of any controversies, recognition and awards where notable, and a robust reference section. Each section gets assessed for accuracy, sourcing quality, recency, and policy compliance. The output is a prioritized list of gaps with proposed sourcing – which mainstream news pieces, regulatory filings, academic references, or trade publications can support each addition. The gap analysis then becomes the working plan for the engagement, executed through the standard Talk-page edit-request workflow.