{
  "slug": "why-is-chatgpt-citing-low-quality-sources-instead-of-our-primary-category-pages",
  "url": "https://answers.trakkr.ai/why-is-chatgpt-citing-low-quality-sources-instead-of-our-primary-category-pages",
  "question": "Why is ChatGPT citing low-quality sources instead of our primary category pages?",
  "description": "Discover why ChatGPT prioritizes specific sources over your category pages and learn how to influence citation patterns using AI platform monitoring strategies.",
  "summary": "ChatGPT selects citations based on perceived relevance and authority. You can improve your visibility by auditing content structure and using Trakkr to monitor how your category pages perform against competitors in AI answer engines.",
  "answer": "ChatGPT prioritizes sources based on perceived relevance, content clarity, and authority for specific user prompts. When your category pages are overlooked, it is often because third-party aggregators or secondary content provide a more direct answer to the model's training data or current retrieval context. To fix this, you must use citation intelligence to track which URLs are currently being cited for your core keywords. By auditing your page-level content and technical formatting, you can ensure that your primary category pages are the most authoritative and accessible options for AI systems to reference during query generation.",
  "keywords": [
    "why is chatgpt citing low-quality sources instead of our primary category pages",
    "chatgpt citation sources",
    "ai platform monitoring",
    "citation intelligence"
  ],
  "keywordVariants": [
    "why is chatgpt citing low-quality sources instead of our primary category pages",
    "chatgpt source selection",
    "ai answer engine optimization",
    "improving ai citations",
    "category page visibility"
  ],
  "entities": [
    "ChatGPT",
    "Trakkr",
    "OpenAI",
    "Answer Engines"
  ],
  "createdAt": "2026-02-12",
  "reviewedAt": "2026-04-29",
  "publishedAt": "2026-04-26",
  "articleSection": "Citation Intelligence",
  "tags": [
    "Citation Intelligence",
    "ChatGPT",
    "Trakkr",
    "OpenAI",
    "why is chatgpt citing low-quality sources instead of our primary category pages",
    "chatgpt citation sources"
  ],
  "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"
    }
  ],
  "guides": [
    {
      "slug": "citation-audits",
      "title": "How to audit citations, sources, and answer grounding",
      "url": "https://answers.trakkr.ai/guides/citation-audits/"
    }
  ],
  "sources": [
    {
      "label": "OpenAI ChatGPT",
      "url": "https://openai.com/chatgpt",
      "type": "external-platform"
    },
    {
      "label": "Schema.org HowTo",
      "url": "https://schema.org/HowTo",
      "type": "standard"
    },
    {
      "label": "Trakkr docs",
      "url": "https://trakkr.ai/learn/docs",
      "type": "first-party"
    }
  ]
}