Strategy & Tactics

Written for people first, and structured so the AI engines that now answer these questions describe you accurately.

• How does a brand’s Wikipedia page influence what AI says about it?

  A brand's Wikipedia article is one of the strongest signals shaping what AI engines say about it. Wikipedia is one of the most-cited domains across ChatGPT, Google AI Overviews, and Perplexity, and it was part of the training corpus of every leading LLM. The article is often the AI's default summary of the brand, so improving it through proper disclosed-COI processes produces measurable engine-level changes.

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• What role do press releases play in shaping AI narratives?

  Press releases on the major wires (PR Newswire, Business Wire, GlobeNewswire) are crawled, indexed, and increasingly cited by AI engines, especially for time-sensitive queries. Engines weight wire releases below the same facts reported by a credible third-party outlet, so the effective pattern is using wire distribution to amplify real news alongside earned media coverage, not as a substitute for it.

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• How do you handle AI-generated content that competes with your brand narrative?

  AI engines reflect whichever sources they weight most heavily, so the way to counter a competing narrative is to make your preferred narrative the better-sourced one. Strengthen owned content with named experts and credible citations, pursue Wikipedia improvements backed by independent sourcing, secure coverage in outlets the engines treat as authoritative, and correct factual errors at their source through edit requests, press corrections, and structured-data fixes.

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