{
  "slug": "what-should-b2b-software-companies-include-in-an-ai-visibility-report",
  "url": "https://answers.trakkr.ai/what-should-b2b-software-companies-include-in-an-ai-visibility-report",
  "question": "What should B2B software companies include in an AI visibility report?",
  "description": "Learn exactly what to include in an AI visibility report for B2B software companies to track brand mentions, citation rates, and competitor positioning effectively.",
  "summary": "A professional AI visibility report for B2B software companies must prioritize actionable data, including citation rates, competitor share of voice, and narrative framing across major AI platforms like ChatGPT, Claude, and Perplexity.",
  "answer": "To build a high-impact AI visibility report, B2B software teams must move beyond vanity metrics and focus on how AI models interpret their brand. Start by tracking specific citation rates to see if your content is being used as a primary source in AI answers. Include a competitor share of voice analysis to identify visibility gaps in key buyer prompts. Finally, incorporate qualitative narrative monitoring to ensure your brand value proposition is framed accurately. By connecting these AI-specific insights to your broader marketing reporting workflows, you provide stakeholders with concrete evidence of how AI visibility influences traffic, trust, and long-term conversion potential.",
  "keywords": [
    "what should b2b software companies include in an ai visibility report",
    "ai visibility report",
    "b2b software ai monitoring",
    "ai citation tracking"
  ],
  "keywordVariants": [
    "what should b2b software companies include in an ai visibility report",
    "ai brand mention tracking",
    "ai competitor share of voice",
    "ai narrative monitoring",
    "ai-sourced traffic reporting"
  ],
  "entities": [
    "ChatGPT",
    "Claude",
    "Gemini",
    "Perplexity",
    "Microsoft Copilot",
    "Trakkr"
  ],
  "createdAt": "2026-03-11",
  "reviewedAt": "2026-04-29",
  "publishedAt": "2026-04-29",
  "articleSection": "Citation Intelligence",
  "tags": [
    "Citation Intelligence",
    "ChatGPT",
    "Claude",
    "Gemini",
    "Perplexity",
    "Microsoft Copilot"
  ],
  "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": "collections/reporting",
      "title": "Reporting And ROI"
    },
    {
      "slug": "platforms/chatgpt",
      "title": "ChatGPT Pages"
    },
    {
      "slug": "platforms/claude",
      "title": "Claude Pages"
    },
    {
      "slug": "platforms/copilot",
      "title": "Microsoft Copilot Pages"
    },
    {
      "slug": "platforms/gemini",
      "title": "Gemini 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/"
    },
    {
      "slug": "reporting-ai-visibility",
      "title": "How teams report AI visibility, traffic, and ROI",
      "url": "https://answers.trakkr.ai/guides/reporting-ai-visibility/"
    }
  ],
  "sources": [
    {
      "label": "Anthropic Claude",
      "url": "https://www.anthropic.com/claude",
      "type": "external-platform"
    },
    {
      "label": "Google Gemini",
      "url": "https://gemini.google.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"
    }
  ]
}