{
  "slug": "why-is-deepseek-citing-low-quality-sources-instead-of-our-primary-author-pages",
  "url": "https://answers.trakkr.ai/why-is-deepseek-citing-low-quality-sources-instead-of-our-primary-author-pages",
  "question": "Why is DeepSeek citing low-quality sources instead of our primary author pages?",
  "description": "Discover why DeepSeek prioritizes specific sources over your author pages and learn how to use Trakkr to diagnose and improve your AI citation visibility today.",
  "summary": "DeepSeek prioritizes machine-readable content and structural relevance over traditional SEO metrics. Trakkr provides the diagnostic tools needed to identify citation gaps and optimize your author pages for better AI discovery and source attribution.",
  "answer": "DeepSeek selects sources based on technical accessibility and the model's ability to extract direct answers from your content. If your author pages lack clear structure or machine-readable signals, the model may favor lower-quality sources that provide more immediate, parseable data. Using Trakkr for AI platform monitoring allows you to track these citation patterns and identify exactly where your pages fall short. By implementing technical diagnostics and optimizing your content for AI crawlers, you can improve your visibility and ensure your primary author pages are correctly attributed in DeepSeek's outputs.",
  "keywords": [
    "why is deepseek citing low-quality sources instead of our primary author pages",
    "deepseek citation sources",
    "ai platform monitoring",
    "author page visibility"
  ],
  "keywordVariants": [
    "why is deepseek citing low-quality sources instead of our primary author pages",
    "deepseek source attribution",
    "ai answer engine optimization",
    "improving ai source citations",
    "author page technical signals"
  ],
  "entities": [
    "DeepSeek",
    "Trakkr",
    "Author Pages",
    "AI Answer Engines",
    "Citation Intelligence"
  ],
  "createdAt": "2026-01-09",
  "reviewedAt": "2026-04-23",
  "publishedAt": "2026-04-20",
  "articleSection": "Citation Intelligence",
  "tags": [
    "Citation Intelligence",
    "DeepSeek",
    "Trakkr",
    "Author Pages",
    "why is deepseek citing low-quality sources instead of our primary author pages",
    "deepseek citation sources"
  ],
  "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/deepseek",
      "title": "DeepSeek 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": "DeepSeek",
      "url": "https://www.deepseek.com/",
      "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"
    }
  ]
}