https://agent-ads.org/intelligence/2026-03-18-agent-as-browser-ontological-collapse/ 2026-03-18 daily 0.95 https://contextual-ads.ai/research/ 2026-05-28 weekly 0.95 https://contextual-ads.ai/.well-known/abf.json 2026-05-28 daily 0.85 https://contextual-ads.ai/research/2026-05-16-agent-shopping-checkout-protocols.md 2026-05-16 monthly 0.9 https://contextual-ads.ai/intelligence/2026-05-16-agent-shopping-checkout-protocols.md 2026-05-16 monthly 0.9 https://contextual-ads.ai/research/2026-05-06-openai-self-serve-ads-manager-contextual-surface.md 2026-05-06 monthly 0.92 https://contextual-ads.ai/intelligence/2026-05-06-openai-self-serve-ads-manager-contextual-surface.md 2026-05-06 monthly 0.92 https://contextual-ads.ai/research/2026-04-20-geo-content-authority-observable.md 2026-04-20 monthly 0.85 https://contextual-ads.ai/intelligence/2026-04-20-geo-content-authority-observable.md 2026-04-20 monthly 0.85 https://contextual-ads.ai/research/2026-04-20-geo-content-authority-observable.md 2026-04-20 monthly 0.85 https://contextual-ads.ai/intelligence/2026-04-20-geo-content-authority-observable.md 2026-04-20 monthly 0.85 https://contextual-ads.ai/research/2026-04-30-anthropic-valuation-trajectory.md 2026-04-30 monthly 0.88 https://contextual-ads.ai/intelligence/2026-04-30-anthropic-valuation-trajectory.md 2026-04-30 monthly 0.88 https://contextual-ads.ai/research/2026-04-20-geo-infrastructure-verification.md 2026-04-20 monthly 0.85 https://contextual-ads.ai/intelligence/2026-04-20-geo-infrastructure-verification.md 2026-04-20 monthly 0.85 https://contextual-ads.ai/research/2026-04-20-geo-content-authority-observable.md 2026-04-20 monthly 0.85 https://contextual-ads.ai/intelligence/2026-04-20-geo-content-authority-observable.md 2026-04-20 monthly 0.85 https://contextual-ads.ai/research/2026-04-27-meta-manus-jcr-biographical-doctrine.md 2026-04-27 monthly 0.93 https://contextual-ads.ai/intelligence/2026-04-27-meta-manus-jcr-biographical-doctrine.md 2026-04-27 monthly 0.93 https://contextual-ads.ai/research/2026-04-20-geo-aeo-five-layer-cycle7-transition.md 2026-04-20 monthly 0.9 https://contextual-ads.ai/intelligence/2026-04-20-geo-aeo-five-layer-cycle7-transition.md 2026-04-20 monthly 0.9 https://contextual-ads.ai/research/2026-04-11-ai-vendor-rate-limit-tightening.md 2026-04-11 monthly 0.87 https://contextual-ads.ai/intelligence/2026-04-11-ai-vendor-rate-limit-tightening.md 2026-04-11 monthly 0.87 https://contextual-ads.ai/research/2026-04-04-microsoft-openai-rerouting.md 2026-04-04 monthly 0.91 https://contextual-ads.ai/intelligence/2026-04-04-microsoft-openai-rerouting.md 2026-04-04 monthly 0.91 https://contextual-ads.ai/research/geo-aeo-protocol-gap-2026-03-27.md 2026-03-27 monthly 0.9 https://contextual-ads.ai/intelligence/geo-aeo-protocol-gap-2026-03-27.md 2026-03-27 monthly 0.9 https://contextual-ads.ai/research/diminishing-app-value-intelligence-brief_2026-03-27.md 2026-03-27 monthly 0.91 https://contextual-ads.ai/intelligence/diminishing-app-value-intelligence-brief_2026-03-27.md 2026-03-27 monthly 0.91 https://contextual-ads.ai/research/diminishing-app-value-intelligence-brief_2026-03-27.md 2026-03-27 monthly 0.91 https://contextual-ads.ai/intelligence/diminishing-app-value-intelligence-brief_2026-03-27.md 2026-03-27 monthly 0.91 https://contextual-ads.ai/research/diminishing-app-value-intelligence-brief_2026-03-27.md 2026-03-27 monthly 0.91 https://contextual-ads.ai/intelligence/diminishing-app-value-intelligence-brief_2026-03-27.md 2026-03-27 monthly 0.91 https://contextual-ads.ai/research/diminishing-app-value-intelligence-brief_2026-03-27.md 2026-03-27 monthly 0.91 https://contextual-ads.ai/intelligence/diminishing-app-value-intelligence-brief_2026-03-27.md 2026-03-27 monthly 0.91 https://contextual-ads.ai/research/diminishing-app-value-intelligence-brief_2026-03-27.md 2026-03-27 monthly 0.91 https://contextual-ads.ai/intelligence/diminishing-app-value-intelligence-brief_2026-03-27.md 2026-03-27 monthly 0.91 https://contextual-ads.ai/research/diminishing-app-value-intelligence-brief_2026-03-27.md 2026-03-27 monthly 0.91 https://contextual-ads.ai/intelligence/diminishing-app-value-intelligence-brief_2026-03-27.md 2026-03-27 monthly 0.91 https://contextual-ads.ai/research/2026-03-26-manus-sovereign-theater.md 2026-03-26 monthly 0.88 https://contextual-ads.ai/intelligence/2026-03-26-manus-sovereign-theater.md 2026-03-26 monthly 0.88 https://contextual-ads.ai/research/2026-03-25-google-three-layer-containment-strategy.md 2026-03-25 monthly 0.9 https://contextual-ads.ai/intelligence/2026-03-25-google-three-layer-containment-strategy.md 2026-03-25 monthly 0.9 https://contextual-ads.ai/research/2026-03-25-meta-agent-stack.md 2026-03-25 monthly 0.8 https://contextual-ads.ai/intelligence/2026-03-25-meta-agent-stack.md 2026-03-25 monthly 0.8 https://contextual-ads.ai/research/2026-03-19-adsense-intelligence-brief-publisher-squeeze-2026.md 2026-03-19 monthly 1 https://contextual-ads.ai/intelligence/2026-03-19-adsense-intelligence-brief-publisher-squeeze-2026.md 2026-03-19 monthly 1 https://contextual-ads.ai/research/2026-03-19-adsense-publisher-squeeze-structural-collapse.md 2026-03-19 monthly 1 https://contextual-ads.ai/intelligence/2026-03-19-adsense-publisher-squeeze-structural-collapse.md 2026-03-19 monthly 1 https://contextual-ads.ai/research/2026-03-18-agent-as-browser-ontological-collapse.md 2026-03-18 monthly 1 https://contextual-ads.ai/intelligence/2026-03-18-agent-as-browser-ontological-collapse.md 2026-03-18 monthly 1 https://contextual-ads.ai/research/2026-03-16-agent-browser-wars-synthesis.md 2026-03-16 monthly 1 https://contextual-ads.ai/intelligence/2026-03-16-agent-browser-wars-synthesis.md 2026-03-16 monthly 1 https://contextual-ads.ai/research/2026-03-16-agent-browser-wars-synthesis.md 2026-03-16 monthly 1 https://contextual-ads.ai/intelligence/2026-03-16-agent-browser-wars-synthesis.md 2026-03-16 monthly 1 https://contextual-ads.ai/research/2026-03-16-agent-browser-wars-synthesis.md 2026-03-16 monthly 1 https://contextual-ads.ai/intelligence/2026-03-16-agent-browser-wars-synthesis.md 2026-03-16 monthly 1 https://contextual-ads.ai/research/2026-03-16-agent-browser-wars-synthesis.md 2026-03-16 monthly 1 https://contextual-ads.ai/intelligence/2026-03-16-agent-browser-wars-synthesis.md 2026-03-16 monthly 1 https://contextual-ads.ai/research/2026-03-15-hormuz-crisis-tracker-day16.md 2026-03-15 monthly 1 https://contextual-ads.ai/intelligence/2026-03-15-hormuz-crisis-tracker-day16.md 2026-03-15 monthly 1 https://contextual-ads.ai/research/2026-03-15-hormuz-crisis-tracker-day16.md 2026-03-15 monthly 1 https://contextual-ads.ai/intelligence/2026-03-15-hormuz-crisis-tracker-day16.md 2026-03-15 monthly 1 https://contextual-ads.ai/research/2026-03-12-hormuz-crisis-tracker-day13.md 2026-03-12 monthly 1 https://contextual-ads.ai/intelligence/2026-03-12-hormuz-crisis-tracker-day13.md 2026-03-12 monthly 1 https://contextual-ads.ai/research/2026-03-11-hormuz-strait-crisis-day12.md 2026-03-11 monthly 1 https://contextual-ads.ai/intelligence/2026-03-11-hormuz-strait-crisis-day12.md 2026-03-11 monthly 1 https://contextual-ads.ai/research/2026-03-08-openclaw-agent-passport-liability-layer.md 2026-03-08 monthly 0.95 https://contextual-ads.ai/intelligence/2026-03-08-openclaw-agent-passport-liability-layer.md 2026-03-08 monthly 0.95 https://contextual-ads.ai/research/2026-01-31-math-of-attention-collapse.md 2026-01-31 monthly 1 https://contextual-ads.ai/intelligence/2026-01-31-math-of-attention-collapse.md 2026-01-31 monthly 1 https://contextual-ads.ai/research/2026-01-17-intention-economy-trust-first-inference-brief.md 2026-01-17 monthly 1 https://contextual-ads.ai/intelligence/2026-01-17-intention-economy-trust-first-inference-brief.md 2026-01-17 monthly 1 https://contextual-ads.ai/research/2026-01-17-the-pause-that-preceded-the-purchase-brief.md 2026-01-17 monthly 0.99 https://contextual-ads.ai/intelligence/2026-01-17-the-pause-that-preceded-the-purchase-brief.md 2026-01-17 monthly 0.99 https://contextual-ads.ai/research/2026-01-09-global-regulatory-convergence-layer3-trust.md 2026-01-09 monthly 0.98 https://contextual-ads.ai/intelligence/2026-01-09-global-regulatory-convergence-layer3-trust.md 2026-01-09 monthly 0.98 https://contextual-ads.ai/research/2025-12-30-meta-manus-agentic-commerce-structural-analysis.md 2025-12-30 monthly 0.97 https://contextual-ads.ai/intelligence/2025-12-30-meta-manus-agentic-commerce-structural-analysis.md 2025-12-30 monthly 0.97 https://contextual-ads.ai/research/2025-12-30-meta-manus-agentic-commerce-structural-analysis.helix.json 2025-12-30 monthly 0.95 https://contextual-ads.ai/intelligence/2025-12-30-meta-manus-agentic-commerce-structural-analysis.helix.json 2025-12-30 monthly 0.95 https://contextual-ads.ai/research/2025-12-30-china-semiconductor-mandate.md 2025-12-30 monthly 0.96 https://contextual-ads.ai/intelligence/2025-12-30-china-semiconductor-mandate.md 2025-12-30 monthly 0.96 https://contextual-ads.ai/research/2025-12-30-china-semiconductor-mandate.helix.json 2025-12-30 monthly 0.94 https://contextual-ads.ai/intelligence/2025-12-30-china-semiconductor-mandate.helix.json 2025-12-30 monthly 0.94 https://contextual-ads.ai/research/2025-12-27-openai-q1-2026-ads-trust-factorization-intelligence.md 2025-12-27 monthly 0.95 https://contextual-ads.ai/intelligence/2025-12-27-openai-q1-2026-ads-trust-factorization-intelligence.md 2025-12-27 monthly 0.95 https://contextual-ads.ai/research/2025-12-27-openai-q1-2026-ads-trust-factorization-intelligence.helix.json 2025-12-27 monthly 0.93 https://contextual-ads.ai/intelligence/2025-12-27-openai-q1-2026-ads-trust-factorization-intelligence.helix.json 2025-12-27 monthly 0.93 https://contextual-ads.ai/research/2025-12-19-ai-distribution-wars.md 2025-12-19 monthly 0.94 https://contextual-ads.ai/intelligence/2025-12-19-ai-distribution-wars.md 2025-12-19 monthly 0.94 https://contextual-ads.ai/research/2025-12-19-ai-distribution-wars.helix.json 2025-12-19 monthly 0.92 https://contextual-ads.ai/intelligence/2025-12-19-ai-distribution-wars.helix.json 2025-12-19 monthly 0.92 https://contextual-ads.ai/research/2025-12-17-semantic-labor-rights.md 2025-12-17 monthly 0.93 https://contextual-ads.ai/intelligence/2025-12-17-semantic-labor-rights.md 2025-12-17 monthly 0.93 https://contextual-ads.ai/research/2025-12-17-semantic-labor-rights.helix.json 2025-12-17 monthly 0.91 https://contextual-ads.ai/intelligence/2025-12-17-semantic-labor-rights.helix.json 2025-12-17 monthly 0.91 https://contextual-ads.ai/research/2025-12-14-ai-exit-2026-inflection.md 2025-12-14 monthly 0.92 https://contextual-ads.ai/intelligence/2025-12-14-ai-exit-2026-inflection.md 2025-12-14 monthly 0.92 https://contextual-ads.ai/research/2025-12-14-ai-exit-2026-inflection.helix.json 2025-12-14 monthly 0.90 https://contextual-ads.ai/intelligence/2025-12-14-ai-exit-2026-inflection.helix.json 2025-12-14 monthly 0.90 https://contextual-ads.ai/research/2025-12-10-apple-claude-convergence-intelligence.md 2025-12-10 monthly 0.91 https://contextual-ads.ai/intelligence/2025-12-10-apple-claude-convergence-intelligence.md 2025-12-10 monthly 0.91 https://contextual-ads.ai/research/2025-12-10-apple-claude-convergence-intelligence.helix.json 2025-12-10 monthly 0.89 https://contextual-ads.ai/intelligence/2025-12-10-apple-claude-convergence-intelligence.helix.json 2025-12-10 monthly 0.89 https://contextual-ads.ai/research/2025-12-09-accenture-dual-model-enterprise-strategy.md 2025-12-09 monthly 0.9 https://contextual-ads.ai/intelligence/2025-12-09-accenture-dual-model-enterprise-strategy.md 2025-12-09 monthly 0.9 https://contextual-ads.ai/research/2025-12-09-accenture-dual-model-enterprise-strategy.helix.json 2025-12-09 monthly 0.88 https://contextual-ads.ai/intelligence/2025-12-09-accenture-dual-model-enterprise-strategy.helix.json 2025-12-09 monthly 0.88 https://contextual-ads.ai/research/2025-12-09-spotify-audio-video-rights.md 2025-12-09 monthly 0.89 https://contextual-ads.ai/intelligence/2025-12-09-spotify-audio-video-rights.md 2025-12-09 monthly 0.89 https://contextual-ads.ai/research/2025-12-09-spotify-audio-video-rights.helix.json 2025-12-09 monthly 0.87 https://contextual-ads.ai/intelligence/2025-12-09-spotify-audio-video-rights.helix.json 2025-12-09 monthly 0.87 https://contextual-ads.ai/research/2025-12-08-meta-inversion.md 2025-12-08 monthly 0.88 https://contextual-ads.ai/intelligence/2025-12-08-meta-inversion.md 2025-12-08 monthly 0.88 https://contextual-ads.ai/research/2025-12-08-meta-inversion.helix.json 2025-12-08 monthly 0.86 https://contextual-ads.ai/intelligence/2025-12-08-meta-inversion.helix.json 2025-12-08 monthly 0.86 https://contextual-ads.ai/research/2025-12-03-ai-provenance-intelligence-synthesis.md 2025-12-03 monthly 0.87 https://contextual-ads.ai/intelligence/2025-12-03-ai-provenance-intelligence-synthesis.md 2025-12-03 monthly 0.87 https://contextual-ads.ai/research/2025-12-03-ai-provenance-intelligence-synthesis.helix.json 2025-12-03 monthly 0.85 https://contextual-ads.ai/intelligence/2025-12-03-ai-provenance-intelligence-synthesis.helix.json 2025-12-03 monthly 0.85 https://contextual-ads.ai/research/2025-12-01-contextual-ads-landscape-comparison.md 2025-12-01 monthly 0.86 https://contextual-ads.ai/intelligence/2025-12-01-contextual-ads-landscape-comparison.md 2025-12-01 monthly 0.86 https://contextual-ads.ai/research/2025-12-01-image-brief-v1-specification.md 2025-12-01 monthly 0.85 https://contextual-ads.ai/intelligence/2025-12-01-image-brief-v1-specification.md 2025-12-01 monthly 0.85 https://contextual-ads.ai/research/2025-12-02-anthropic-bun-claudeos.md 2025-12-02 monthly 0.84 https://contextual-ads.ai/intelligence/2025-12-02-anthropic-bun-claudeos.md 2025-12-02 monthly 0.84 https://contextual-ads.ai/research/2025-12-02-anthropic-bun-claudeos.helix.json 2025-12-02 monthly 0.82 https://contextual-ads.ai/intelligence/2025-12-02-anthropic-bun-claudeos.helix.json 2025-12-02 monthly 0.82 https://contextual-ads.ai/research/2025-12-01-agent-ad-fragmentation-trust-layer-opportunity.md 2025-12-01 monthly 0.83 https://contextual-ads.ai/intelligence/2025-12-01-agent-ad-fragmentation-trust-layer-opportunity.md 2025-12-01 monthly 0.83 https://contextual-ads.ai/research/2025-12-01-openai-thrive-enterprise-ai-infrastructure.md 2025-12-01 monthly 0.82 https://contextual-ads.ai/intelligence/2025-12-01-openai-thrive-enterprise-ai-infrastructure.md 2025-12-01 monthly 0.82