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  <url>
    <loc>https://www.octoopus.dev/</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>daily</changefreq>
    <priority>1.0</priority>
    <image:image>
      <image:loc>https://www.octoopus.dev/twitter_card.png</image:loc>
      <image:title>OctOpus — The First Autonomous AI Data Scientist</image:title>
      <image:caption>OctOpus is the first autonomous AI data scientist — an AI agent that profiles data, writes training code, runs experiments, diagnoses failures, validates winners, and deploys production ML models.</image:caption>
    </image:image>
  </url>

  <url>
    <loc>https://www.octoopus.dev/app</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>daily</changefreq>
    <priority>0.9</priority>
  </url>

  <url>
    <loc>https://www.octoopus.dev/benchmarks</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.9</priority>
  </url>

  <url>
    <loc>https://www.octoopus.dev/pricing</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>

  <url>
    <loc>https://www.octoopus.dev/enterprise</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>

  <url>
    <loc>https://www.octoopus.dev/desktop</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>

  <url>
    <loc>https://www.octoopus.dev/llms.txt</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.5</priority>
  </url>

  <!-- ── Comparison pages — high-intent competitor + category queries ── -->
  <url>
    <loc>https://www.octoopus.dev/vs</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.octoopus.dev/vs/datarobot</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.octoopus.dev/vs/h2o</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.octoopus.dev/vs/databricks-automl</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.octoopus.dev/vs/cursor</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://www.octoopus.dev/vs/automl</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>

  <!-- ── Use-case landing pages — high-volume problem-shaped intent ── -->
  <url>
    <loc>https://www.octoopus.dev/use-cases</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://www.octoopus.dev/use-cases/forecasting</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://www.octoopus.dev/use-cases/churn-prediction</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://www.octoopus.dev/use-cases/classification</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://www.octoopus.dev/use-cases/anomaly-detection</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://www.octoopus.dev/use-cases/regression</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.9</priority>
  </url>

  <!-- ── Blog — cornerstone content for topical authority ── -->
  <url>
    <loc>https://www.octoopus.dev/blog</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://www.octoopus.dev/blog/what-is-an-autonomous-ai-data-scientist</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://www.octoopus.dev/blog/automl-vs-autonomous-agents</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>

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