{
  "slug": "how-do-i-audit-why-meta-ai-is-missing-our-brand",
  "url": "https://answers.trakkr.ai/how-do-i-audit-why-meta-ai-is-missing-our-brand",
  "question": "How do I audit why Meta AI is missing our brand?",
  "description": "Learn how to audit your brand's presence on Meta AI. Identify technical gaps, crawler accessibility issues, and content strategies to improve your visibility.",
  "summary": "Auditing Meta AI visibility requires moving beyond traditional SEO to analyze crawler access, content formatting, and citation intelligence. Trakkr provides the tools to monitor these factors systematically, ensuring your brand remains visible across evolving AI answer engines.",
  "answer": "To audit why your brand is missing from Meta AI, you must first verify if the platform's crawlers can access and parse your site's core content. Unlike traditional search engines, AI platforms prioritize structured data and clear, authoritative narratives that directly answer user prompts. You should conduct a technical audit to ensure your site follows the llms.txt specification and that your brand information is easily discoverable. Using Trakkr, you can track specific buyer-style prompts to see if your brand appears in responses, identify citation gaps against competitors, and monitor how your brand narrative is being represented across different AI models over time.",
  "keywords": [
    "how do i audit why meta ai is missing our brand",
    "meta ai brand visibility",
    "meta ai brand audit",
    "missing from meta ai"
  ],
  "keywordVariants": [
    "how do i audit why meta ai is missing our brand",
    "ai crawler diagnostics",
    "meta ai citation gaps",
    "brand visibility in ai",
    "ai answer engine optimization"
  ],
  "entities": [
    "Meta AI",
    "Trakkr",
    "AI answer engines",
    "Crawler diagnostics",
    "Citation intelligence"
  ],
  "createdAt": "2026-02-11",
  "reviewedAt": "2026-04-29",
  "publishedAt": "2026-04-29",
  "articleSection": "Citation Intelligence",
  "tags": [
    "Citation Intelligence",
    "Meta AI",
    "Trakkr",
    "AI answer engines",
    "how do i audit why meta ai is missing our brand",
    "meta ai brand visibility"
  ],
  "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/technical",
      "title": "Technical Optimization"
    },
    {
      "slug": "platforms/meta-ai",
      "title": "Meta AI Pages"
    }
  ],
  "guides": [
    {
      "slug": "citation-audits",
      "title": "How to audit citations, sources, and answer grounding",
      "url": "https://answers.trakkr.ai/guides/citation-audits/"
    },
    {
      "slug": "technical-ai-visibility",
      "title": "Technical AI visibility setup for crawlers, schema, and discovery",
      "url": "https://answers.trakkr.ai/guides/technical-ai-visibility/"
    }
  ],
  "sources": [
    {
      "label": "Google robots.txt introduction",
      "url": "https://developers.google.com/search/docs/crawling-indexing/robots/intro",
      "type": "external-doc"
    },
    {
      "label": "Meta AI",
      "url": "https://www.meta.ai/",
      "type": "external-platform"
    },
    {
      "label": "llms.txt specification",
      "url": "https://llmstxt.org/",
      "type": "standard"
    },
    {
      "label": "Trakkr docs",
      "url": "https://trakkr.ai/learn/docs",
      "type": "first-party"
    }
  ]
}