One thing AI still can’t do well

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• Part 1How Autonomous SEO Agents Are Replacing Traditional SEO Work

  AI agents now autonomously execute full SEO workflows, not just tasks. Thenuka Karunaratne, CEO and co-founder of Sunbeam and Daydream, raised $20M+ building an AI-native SEO agency serving Notion, Replit, and Clay before launching Sunbeam, an autonomous SEO agent that has moved beyond workflow automation. Karunaratne breaks down why proactive "teammate" agents outperform reactive workflow-based tools, how leading indicators shift from indexation to ranking velocity to conversion as agent-driven programs mature, and why domain authority remains resistant to automation while on-site technical and content execution increasingly isn't. The conversation maps how SEO practitioners must shift from tactical execution toward product-fluent strategic oversight as autonomous agents absorb research, technical fixes, and content production at scale.

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• Part 2The most overrated AI SEO tactic right now

  73% of organic click-through rate now goes to zero-click AI results. Thenuka Karunaratne, founder of sunbeam (autonomous SEO agent) and daydream (AI-native SEO agency), built systems that identify search patterns and scale content production automatically. He debunks LLMs.txt as a ranking signal, backed by Google's confirmation and cross-organization testing showing no measurable impact on visibility or discoverability. The conversation separates legitimate agentic browsing use cases from unproven geo tactics, offering a framework for evaluating which AI SEO investments actually move search performance.

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• Part 3One SEO skill everyone should be learning today

  AI can't fully replace product intuition in SEO. Thenuka Karunaratne, founder of sunbeam and daydream, built an autonomous SEO agent and an AI-native agency to scale content without losing that intuition. He argues product sense is the top skill for modern SEOs: understanding what a product does at a deep level, how customers experience it, and where they struggle. That product-level insight, not just technical execution, is what determines what to communicate to search audiences in an AI-driven landscape.

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  Part 4One thing AI still can’t do well

  AI agents still can't replicate implicit, high-frequency human communication around company strategy. Thenuka Karunaratne, founder of sunbeam, the autonomous SEO agent, and daydream, the AI-native SEO agency that identifies search patterns and creates content at scale, breaks down where automation hits its limits. He details how teams can feed agents with call recordings, CRM data, and help desk interactions to approximate customer empathy and product context, while explaining why macro strategy formation still depends on unstructured, high-touch conversations between humans. The discussion frames a practical boundary for enterprise teams building autonomous SEO workflows: where to automate content production and optimization, and where strategic judgment must stay human-led.