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04 / PLAYBOOKS · 01

Wikipedia presence strategy

How to build a legitimate, citation-grade Wikipedia entity page — notability, reliable sources, neutral tone, and the maintenance process that keeps it from being deleted.

Wikipedia is not just an encyclopedia — it is a primary trust anchor for every major LLM. When GPT, Claude, Perplexity, or Gemini encounters a brand name in a query, Wikipedia is often the first structured source it resolves against. Brands with a well-maintained Wikipedia article are cited 2.3x more frequently than those without one.

Notability comes first

Wikipedia has strict notability requirements. For a company, the standard is "significant coverage in reliable sources that are independent of the subject." This typically means three or more substantial articles in reputable publications (not press releases, not sponsored content) that cover the company substantively — not just mentions.

Before attempting to create or edit a Wikipedia article, audit your existing media coverage. Look for articles in industry publications, business press, or national media. If the coverage isn't there, Wikipedia isn't the right next step — earning that coverage is.

How to create a new article

If your brand meets notability standards, create the article through Wikipedia's Articles for Creation (AfC) process rather than publishing directly. AfC provides review before an article goes live, which protects against immediate deletion and forces you to structure the article correctly.

The article structure should follow Wikipedia's company template: lead section (who you are, what you do, when founded), history, products/services, reception, and references. Every factual claim needs a citation from a reliable, independent source.

Tone and conflict of interest

Wikipedia's neutral point of view policy prohibits promotional language. Do not describe your company as "the leading," "innovative," or "disrupting." Write in the third person. If you have a conflict of interest (you work for the company), you must disclose it on your user talk page and ideally request edits through the talk page rather than editing directly.

Maintenance and watch pages

After publication, watch the article for edits. Set up Wikipedia email notifications. Article quality degrades over time through well-intentioned but incorrect edits, vandalism, or deletion nominations. Monitor the article's talk page for concerns — responding constructively to editor feedback is the most reliable way to keep an article alive.

What this means for citation strategy

A Wikipedia article with complete, accurate information — especially with links to Wikidata and reliable external sources — creates a citation hub. Editors who maintain their Wikipedia articles consistently see citation share in LLMs hold steady even as competitors' citation rates fluctuate. Think of it as infrastructure maintenance, not a one-time task. Run a free scan to see how your domain's current Wikipedia and entity coverage scores.

Measure your current position

Veezow scans your domain for the signals covered in this playbook — robots.txt access, structured data, Common Crawl presence, bot permissions, and off-site mentions — and scores them in one report.

Run a free scan →

Weekly Visibility Index

New data every Monday — citation shifts, engine behaviour changes, and what moved the index this week.

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Wikidata entity graph

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Earned Reddit and HN presence

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Common Crawl coverage audit

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Wikidata entity graph