{
  "slug": "how-do-teams-in-the-dunning-software-space-measure-ai-share-of-voice",
  "url": "https://answers.trakkr.ai/how-do-teams-in-the-dunning-software-space-measure-ai-share-of-voice",
  "question": "How do teams in the Dunning Software space measure AI share of voice?",
  "description": "Learn how Dunning software teams measure AI share of voice to track brand mentions, citation rates, and competitor positioning across major AI answer engines.",
  "summary": "AI share of voice in the Dunning software space is measured by tracking brand mentions and citation rates across LLMs like ChatGPT, Perplexity, and Google AI Overviews. Trakkr provides the necessary visibility platform to automate this monitoring and benchmark your brand against competitors.",
  "answer": "Teams in the Dunning software space measure AI share of voice by tracking how often their brand is cited or recommended across generative AI platforms like ChatGPT, Perplexity, and Google AI Overviews. Unlike traditional SEO, this process requires monitoring specific buyer-intent prompts to see if your documentation is surfaced as a primary source. Trakkr enables this by providing citation intelligence, allowing teams to identify which pages drive AI recommendations and where competitors are gaining an advantage. By moving from manual spot checks to automated, repeatable monitoring, teams can quantify their visibility and adjust their content strategy to ensure accurate brand framing within AI-generated responses.",
  "keywords": [
    "how do teams in the dunning software space measure ai share of voice",
    "ai share of voice",
    "ai visibility platform",
    "answer engine monitoring"
  ],
  "keywordVariants": [
    "how do teams in the dunning software space measure ai share of voice",
    "ai competitor intelligence",
    "generative ai citation tracking",
    "ai brand visibility metrics",
    "llm answer engine analytics"
  ],
  "entities": [
    "ChatGPT",
    "Perplexity",
    "Google AI Overviews",
    "Microsoft Copilot",
    "Claude"
  ],
  "createdAt": "2026-02-03",
  "reviewedAt": "2026-04-28",
  "publishedAt": "2026-04-26",
  "articleSection": "Citation Intelligence",
  "tags": [
    "Citation Intelligence",
    "ChatGPT",
    "Claude",
    "Perplexity",
    "Microsoft Copilot",
    "Google AI Overviews"
  ],
  "author": {
    "id": "trakkr-research",
    "name": "Trakkr Research",
    "role": "Research team",
    "url": "https://answers.trakkr.ai/authors/trakkr-research/"
  },
  "collections": [
    {
      "slug": "collections/brand-defense",
      "title": "Brand Defense"
    },
    {
      "slug": "collections/citations",
      "title": "Citation Intelligence"
    },
    {
      "slug": "platforms/chatgpt",
      "title": "ChatGPT Pages"
    },
    {
      "slug": "platforms/claude",
      "title": "Claude Pages"
    },
    {
      "slug": "platforms/copilot",
      "title": "Microsoft Copilot Pages"
    },
    {
      "slug": "platforms/google-ai-overviews",
      "title": "Google AI Overviews Pages"
    },
    {
      "slug": "platforms/perplexity",
      "title": "Perplexity Pages"
    }
  ],
  "guides": [
    {
      "slug": "track-brand-mentions",
      "title": "How to track brand mentions across AI platforms",
      "url": "https://answers.trakkr.ai/guides/track-brand-mentions/"
    },
    {
      "slug": "citation-audits",
      "title": "How to audit citations, sources, and answer grounding",
      "url": "https://answers.trakkr.ai/guides/citation-audits/"
    }
  ],
  "sources": [
    {
      "label": "Anthropic Claude",
      "url": "https://www.anthropic.com/claude",
      "type": "external-platform"
    },
    {
      "label": "Microsoft Copilot",
      "url": "https://copilot.microsoft.com/",
      "type": "external-platform"
    },
    {
      "label": "OpenAI ChatGPT",
      "url": "https://openai.com/chatgpt",
      "type": "external-platform"
    },
    {
      "label": "Perplexity",
      "url": "https://www.perplexity.ai/",
      "type": "external-platform"
    },
    {
      "label": "Trakkr docs",
      "url": "https://trakkr.ai/learn/docs",
      "type": "first-party"
    }
  ]
}