<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <!-- Google-facing sitemap: HTML pages only. Agent-native surfaces remain discoverable via /.well-known/agent-discovery.json. -->
  <url>
    <loc>https://contextual-ads.ai/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>1.0</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/agent-ads-for-answer-engines</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/api</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/business-model</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/chatgpt-ads-trust-layer</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/competitive-advantage</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/contextual-ads-for-chatgpt</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/exposure</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/how-it-works</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/intention-economy</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/licensing</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/polymodal-ad-seeds</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/pricing</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/products</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/protocol</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/revenue-forecast</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/token-efficient-ads</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/use-cases</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/what-is-contextual-ads</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/concept/ad-trust</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/concept/agent-native-advertising</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/concept/contextual-advertising</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/concept/intention-economy</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/concept/polymodal-ad-seeds</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/concept/privacy-first-advertising</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/concept/token-efficient-ads</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/demos/agent-ad-disclosure</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/feed/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/field/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/impression/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/licensing/format-specification</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/licensing/platforms</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/new_namespace/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/products/ad-seed-generator</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/products/coherence-dashboard</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/products/resonance-verifier</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/registry/advertisers</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2026-05-30-meta-overtakes-google-ad-landscape/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2026-06-04-agent-native-advertising-trust-boundary/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/spec/cloud-topologies</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/spec/v1.0</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/specification/polymodal-seed-v1</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/products/ad-seed-generator/features</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/products/ad-seed-generator/pricing</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/products/ad-seed-generator/use-cases</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/products/coherence-dashboard/case-studies</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/products/coherence-dashboard/demo</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/products/resonance-verifier/pricing</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.85</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2025-12-27-openai-q1-2026-ads-trust-factorization-intelligence/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2026-03-08-openclaw-agent-native-infrastructure/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2026-03-11-hormuz-strait-crisis-day12/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2026-03-12-hormuz-crisis-tracker-day13/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2026-03-15-hormuz-crisis-tracker-day16/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2026-03-16-agent-browser-wars-synthesis/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2026-03-18-agent-as-browser-ontological-collapse/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2026-03-19-adsense-intelligence-brief-publisher-squeeze-2026/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2026-03-19-adsense-publisher-squeeze-structural-collapse/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2026-04-20-geo-content-authority-observable/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2026-04-20-geo-infrastructure-verification/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2026-04-27-meta-manus-jcr-biographical-doctrine/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2026-04-30-anthropic-valuation-trajectory/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2026-05-06-openai-self-serve-ads-manager-contextual-surface/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
  <url>
    <loc>https://contextual-ads.ai/research/2026-05-16-agent-shopping-checkout-protocols/</loc>
    <lastmod>2026-06-05</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.92</priority>
  </url>
</urlset>
