{
  "slug": "why-is-meta-ai-citing-low-quality-sources-instead-of-our-primary-pricing-pages",
  "url": "https://answers.trakkr.ai/why-is-meta-ai-citing-low-quality-sources-instead-of-our-primary-pricing-pages",
  "question": "Why is Meta AI citing low-quality sources instead of our primary pricing pages?",
  "description": "Discover why Meta AI prioritizes low-quality sources over your primary pricing pages and learn how to optimize your site structure to improve AI citation accuracy.",
  "summary": "Meta AI often bypasses primary pricing pages in favor of third-party aggregators due to indexing issues, lack of clear schema markup, or poor page authority. This guide explains how to signal your pricing page as the authoritative source to ensure AI models cite your official content instead of secondary, lower-quality external websites.",
  "answer": "Meta AI prioritizes sources based on perceived authority, crawl frequency, and structured data clarity. If your pricing page lacks proper schema markup or has a weak internal linking structure, the model may default to third-party sites that aggregate your data. To fix this, implement precise Product and Offer schema, ensure your pricing page is linked directly from the homepage, and use robots.txt or meta tags to discourage scraping of outdated content. By establishing your pricing page as the canonical source of truth, you increase the likelihood that Meta AI will cite your official domain directly in its responses, improving both brand trust and conversion rates.",
  "keywords": [
    "why is meta ai citing low-quality sources instead of our primary pricing pages",
    "meta ai citations",
    "pricing page seo",
    "ai source attribution"
  ],
  "keywordVariants": [
    "why is meta ai citing low-quality sources instead of our primary pricing pages",
    "meta ai citing wrong sources",
    "improve ai search visibility",
    "pricing page indexing issues",
    "ai model source selection"
  ],
  "entities": [
    "Meta AI",
    "Schema.org",
    "Search Engine Optimization",
    "Large Language Models"
  ],
  "createdAt": "2026-03-24",
  "reviewedAt": "2026-04-29",
  "publishedAt": "2026-04-29",
  "articleSection": "Citation Intelligence",
  "tags": [
    "Citation Intelligence",
    "Meta AI",
    "Schema.org",
    "Search Engine Optimization",
    "why is meta ai citing low-quality sources instead of our primary pricing pages",
    "meta ai citations"
  ],
  "author": {
    "id": "trakkr-research",
    "name": "Trakkr Research",
    "role": "Research team",
    "url": "https://answers.trakkr.ai/authors/trakkr-research/"
  },
  "collections": [
    {
      "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 AI features and your website",
      "url": "https://developers.google.com/search/docs/appearance/ai-features",
      "type": "external-doc"
    },
    {
      "label": "Google structured data introduction",
      "url": "https://developers.google.com/search/docs/appearance/structured-data/intro-structured-data",
      "type": "external-doc"
    },
    {
      "label": "Meta AI",
      "url": "https://www.meta.ai/",
      "type": "external-platform"
    },
    {
      "label": "Trakkr docs",
      "url": "https://trakkr.ai/learn/docs",
      "type": "first-party"
    }
  ]
}