Collabs.io’s Post

Agentic CRO via MCP. AI Agent rewrites landing page after analyzing thousands of session recordings, clicks, scrolls, and inspecting the code. Conversion rate optimization is traditionally a slog. Watch session recordings. Stare at heatmaps. Interpret drop-offs. Then try to guess what might work. This flips that. The CRO agent analyzes thousands of sessions for you and returns with diagnoses and redesigns. It's like having a CRO analyst, UX researcher, and front-end dev on your team, working 24/7. Watch my demo as I show how I built this conversion rate optimization agent that analyzes thousands of sessions for you and returns with diagnoses and redesigns. Through the Model Context Protocol (MCP) server I built, I connected Claude to the Hotjar behavioral data of a brand that gets 50K daily sessions linked to an AWS S3 + Athena pipeline for real-time querying of the session data. Then I asked Claude: "Can you review the past 30 days of user behavior and tell me how to improve this landing page?" And it did. - Pulled a live screenshot of the page - Queried AWS Athena for behavioral events - Analyzed scroll drop-offs and short session durations - Connected those insights with page layout and code - Suggested specific, UX-aware fixes like floating CTAs, reordering content, and mobile optimizations Then 𝐑𝐄𝐖𝐑𝐎𝐓𝐄 the landing page code for A/B testing. This isn't prompt engineering. It's a fully agentic system around the LLM: autonomous querying, visual inspection, contextual reasoning, and code generation. Every step grounded in real data. No more guesswork, no more hours of watching screen recordings. You get a sharper, automated, actionable feedback loop that improves conversion every day. If you're spending money on paid traffic and tired of vague analytics, this agentic CRO engine actually moves the needle. Detailed article link in comments. --- DM me to implement this agentic CRO setup for your brand with a.gentic Subscribe to my agenticbrand.ai newsletter to learn more about building AI-native brands for the agent economy.